2024 [75 publications]

2024

Conference Articles

1. Run-Time Adaptation of Neural Beamforming for Robust Speech Dereverberation and Denoising
   Yoto Fujita, Aditya Arie Nugraha, Diego Di Carlo, Yoshiaki Bando, Mathieu Fontaine, Kazuyoshi Yoshii
   2024 APSIPA : Asia-Pacific Signal and Information Processing Association, Macau China, China, December 2024.
   

   @inproceedings{fujita:hal-04736454,
     title = {{Run-Time Adaptation of Neural Beamforming for Robust Speech Dereverberation and Denoising}},
     author = {Fujita, Yoto and Nugraha, Aditya Arie and Carlo, Diego Di and Bando, Yoshiaki and Fontaine, Mathieu and Yoshii, Kazuyoshi},
     url = {https://hal.science/hal-04736454},
     booktitle = {{2024 APSIPA : Asia-Pacific Signal and Information Processing Association}},
     address = {Macau China, China},
     year = {2024},
     month = dec,
     keywords = {speech enhancement ; dereverberation ; neural beamforming ; blind source separation},
     pdf = {https://hal.science/hal-04736454v1/file/apsipa2024_fujita.pdf},
     hal_id = {hal-04736454},
     hal_version = {v1}
   }
   

2. Annealed Multiple Choice Learning: Overcoming limitations of Winner-takes-all with annealing
   David Perera, Victor Letzelter, Théo Mariotte, Adrien Cortés, Mickael Chen, Slim Essid, Gaël Richard
   NeurIPS 2024 : 38th Conference on Neural Information Processing Systems, Vancouver, Canada, December 2024.
   

   @inproceedings{perera:hal-04762097,
     title = {{Annealed Multiple Choice Learning: Overcoming limitations of Winner-takes-all with annealing}},
     author = {Perera, David and Letzelter, Victor and Mariotte, Th{\'e}o and Cort{\'e}s, Adrien and Chen, Mickael and Essid, Slim and Richard, Ga{\"e}l},
     url = {https://hal.science/hal-04762097},
     booktitle = {{NeurIPS 2024 : 38th Conference on Neural Information Processing Systems}},
     address = {Vancouver, Canada},
     year = {2024},
     month = dec,
     keywords = {Winner-takes-all ; Uncertainty Quantification ; Deterministic Annealing ; Multiple Choice Learning},
     pdf = {https://hal.science/hal-04762097v1/file/main.pdf},
     hal_id = {hal-04762097},
     hal_version = {v1}
   }
   

3. A Contrastive Self-Supervised Learning scheme for beat tracking amenable to few-shot learning
   Antonin Gagnere, Geoffroy Peeters, Slim Essid
   ISMIR 2024 : 25th International Society for Music Information Retrieval (ISMIR) Conference Onsite and Virtual, San Francisco, Californ, United States, November 2024.
   

   @inproceedings{gagnere:hal-04768296,
     title = {{A Contrastive Self-Supervised Learning scheme for beat tracking amenable to few-shot learning}},
     author = {Gagnere, Antonin and Peeters, Geoffroy and Essid, Slim},
     url = {https://hal.science/hal-04768296},
     booktitle = {{ISMIR 2024 : 25th International Society for Music Information Retrieval (ISMIR) Conference Onsite and Virtual}},
     address = {San   Francisco, Californ, United States},
     year = {2024},
     month = nov,
     keywords = {Self supervised learning ; Music infor-mation retrieval ; Beat-tracking ; Contrastive learning ; Few shot Learning},
     pdf = {https://hal.science/hal-04768296v1/file/ISMIR2024_template.pdf},
     hal_id = {hal-04768296},
     hal_version = {v1}
   }
   

4. Using Pairwise Link Prediction and Graph Attention Networks for Music Structure Analysis
   Morgan Buisson, Brian Mcfee, Slim Essid
   25th International Society for Music Information Retrieval (ISMIR) (2024), San Francisco (CA), United States, November 2024.
   

   @inproceedings{buisson:hal-04665063,
     title = {{Using Pairwise Link Prediction and Graph Attention Networks for Music Structure Analysis}},
     author = {Buisson, Morgan and Mcfee, Brian and Essid, Slim},
     url = {https://hal.science/hal-04665063},
     booktitle = {{25th International Society for Music Information Retrieval (ISMIR) (2024)}},
     address = {San Francisco (CA), United States},
     year = {2024},
     month = nov,
     pdf = {https://hal.science/hal-04665063v2/file/ISMIR_24_camera_ready.pdf},
     hal_id = {hal-04665063},
     hal_version = {v2}
   }
   

5. Zero-Shot Structure Labeling with Audio And Language Model Embeddings
   Morgan Buisson, Christopher Ick, Tom Xi, Brian McFee
   Extended Abstracts for the Late-Breaking Demo Session of the 25th International Society for Music Information Retrieval Conference (ISMIR), San Francisco California, United States, November 2024.
   

   @inproceedings{buisson:hal-04764247,
     title = {{Zero-Shot Structure Labeling with Audio And Language Model Embeddings}},
     author = {Buisson, Morgan and Ick, Christopher and Xi, Tom and McFee, Brian},
     url = {https://hal.science/hal-04764247},
     booktitle = {{Extended Abstracts for the Late-Breaking Demo Session of the 25th International Society for Music Information Retrieval Conference (ISMIR)}},
     address = {San Francisco  California, United States},
     year = {2024},
     month = nov,
     pdf = {https://hal.science/hal-04764247v1/file/ISMIR24_LBD_ZeroShotSegmentation.pdf},
     hal_id = {hal-04764247},
     hal_version = {v1}
   }
   

6. SALT: STANDARDIZED AUDIO EVENT LABEL TAXONOMY
   Paraskevas Stamatiadis, Michel Olvera, Slim Essid
   DCASE, Tokyo, Japan, October 2024.
   

   @inproceedings{stamatiadis:hal-04695595,
     title = {{SALT: STANDARDIZED AUDIO EVENT LABEL TAXONOMY}},
     author = {Stamatiadis, Paraskevas and Olvera, Michel and Essid, Slim},
     url = {https://hal.science/hal-04695595},
     booktitle = {{DCASE}},
     address = {Tokyo, Japan},
     year = {2024},
     month = oct,
     keywords = {Machine listening DCASE sound taxonomy sound categorization data aggregation ; Machine listening ; DCASE ; sound taxonomy ; sound categorization ; data aggregation},
     pdf = {https://hal.science/hal-04695595v1/file/main.pdf},
     hal_id = {hal-04695595},
     hal_version = {v1}
   }
   

7. A SOUND DESCRIPTION: EXPLORING PROMPT TEMPLATES AND CLASS DESCRIPTIONS TO ENHANCE ZERO-SHOT AUDIO CLASSIFICATION
   Michel Olvera, Paraskevas Stamatiadis, Slim Essid
   DCASE 2024 - 9th Workshop on Detection and Classification of Acoustic Scenes and Events, Tokyo, Japan, October 2024.
   

   @inproceedings{olvera:hal-04701759,
     title = {{A SOUND DESCRIPTION: EXPLORING PROMPT TEMPLATES AND CLASS DESCRIPTIONS TO ENHANCE ZERO-SHOT AUDIO CLASSIFICATION}},
     author = {Olvera, Michel and Stamatiadis, Paraskevas and Essid, Slim},
     url = {https://hal.science/hal-04701759},
     booktitle = {{DCASE 2024 - 9th Workshop on Detection and Classification of Acoustic Scenes and Events}},
     address = {Tokyo, Japan},
     year = {2024},
     month = oct,
     keywords = {Zero-shot audio classification ; audio-text models ; contrastive language-audio pretraining ; in-context learning},
     pdf = {https://hal.science/hal-04701759v1/file/main.pdf},
     hal_id = {hal-04701759},
     hal_version = {v1}
   }
   

8. Socio-Emotional Response Generation: A Human Evaluation Protocol for LLM-Based Conversational Systems
   Lorraine Vanel, Ariel R. Ramos Vela, Alya Yacoubi, Chloé Clavel
   AHRI 2024, Glasgow, United Kingdom, September 2024.
   

   @inproceedings{vanel:hal-04801861,
     title = {{Socio-Emotional Response Generation: A Human Evaluation Protocol for LLM-Based Conversational Systems}},
     author = {Vanel, Lorraine and Ramos Vela, Ariel R. and Yacoubi, Alya and Clavel, Chlo{\'e}},
     url = {https://hal.science/hal-04801861},
     booktitle = {{AHRI 2024}},
     address = {Glasgow, United Kingdom},
     year = {2024},
     month = sep,
     keywords = {Conditional Response Generation ; Social Dialogue ; Emotional Response Generation ; Evaluation Protocol ; Socio-Emotional Strategy Planning},
     pdf = {https://hal.science/hal-04801861v1/file/ACIIW2023-59127-Camera-Ready-LaTeX-Template.pdf},
     hal_id = {hal-04801861},
     hal_version = {v1}
   }
   

9. EPISODIC FINE-TUNING PROTOTYPICAL NETWORKS FOR OPTIMIZATION-BASED FEW-SHOT LEARNING: APPLICATION TO AUDIO CLASSIFICATION
   Xuanyu Zhuang, Geoffroy Peeters, Gaël Richard
   2024 IEEE International Workshop on Machine Learning for Signal Processing (MLSP 2024), London (UK), United Kingdom, September 2024. Accepted at ....
   

   @inproceedings{zhuang:hal-04720291,
     title = {{EPISODIC FINE-TUNING PROTOTYPICAL NETWORKS FOR OPTIMIZATION-BASED FEW-SHOT LEARNING: APPLICATION TO AUDIO CLASSIFICATION}},
     author = {Zhuang, Xuanyu and Peeters, Geoffroy and Richard, Ga{\"e}l},
     url = {https://hal.science/hal-04720291},
     note = {Accepted at MLSP 2024},
     booktitle = {{2024 IEEE International Workshop on Machine Learning for Signal Processing (MLSP 2024)}},
     address = {London (UK), United Kingdom},
     year = {2024},
     month = sep,
     keywords = {Few-shot learning ; Audio classification ; Prototypical Network ; Model-Agnostic Meta-Learning ; Meta-Curvature},
     pdf = {https://hal.science/hal-04720291v1/file/Proto-MAML_MLSP_2024.pdf},
     hal_id = {hal-04720291},
     hal_version = {v1}
   }
   

10. WaveTransfer: A Flexible End-to-end Multi-instrument Timbre Transfer with Diffusion
    Teysir Baoueb, Xiaoyu Bie, Hicham Janati, Gael Richard
    2024 IEEE International Workshop on Machine Learning for Signal Processing (MLSP 2024), London (UK), United Kingdom, September 2024. Accepted at ....
    

    @inproceedings{baoueb:hal-04685184,
      title = {{WaveTransfer: A Flexible End-to-end Multi-instrument Timbre Transfer with Diffusion}},
      author = {Baoueb, Teysir and Bie, Xiaoyu and Janati, Hicham and Richard, Gael},
      url = {https://hal.science/hal-04685184},
      note = {Accepted at MLSP 2024},
      booktitle = {{2024 IEEE International Workshop on Machine Learning for Signal Processing (MLSP 2024)}},
      address = {London (UK), United Kingdom},
      year = {2024},
      month = sep,
      keywords = {Multi-instrumental timbre transfer ; diffusion models ; music transformation ; generative AI ; Multi-instrumental timbre transfer diffusion models music transformation generative AI},
      pdf = {https://hal.science/hal-04685184v1/file/MLSP_2024%20_WaveTransfer.pdf},
      hal_id = {hal-04685184},
      hal_version = {v1}
    }
    

11. RIR-in-a-Box: Estimating Room Acoustics from 3D Mesh Data through Shoebox Approximation
    Liam Kelley, Diego Di Carlo, Aditya Arie Nugraha, Mathieu Fontaine, Yoshiaki Bando, Kazuyoshi Yoshii
    INTERSPEECH, Kos International Convention Center, Kos Island, Greece, September 2024.
    

    @inproceedings{kelley:hal-04632526,
      title = {{RIR-in-a-Box: Estimating Room Acoustics from 3D Mesh Data through Shoebox Approximation}},
      author = {Kelley, Liam and Carlo, Diego Di and Nugraha, Aditya Arie and Fontaine, Mathieu and Bando, Yoshiaki and Yoshii, Kazuyoshi},
      url = {https://telecom-paris.hal.science/hal-04632526},
      booktitle = {{INTERSPEECH}},
      address = {Kos International Convention Center, Kos Island, Greece},
      year = {2024},
      month = sep,
      keywords = {Spatial audio ; Room acoustics ; 3D mesh data ; Physical models ; DDSP},
      pdf = {https://telecom-paris.hal.science/hal-04632526v1/file/Interspeech_RIR_in_a_Box.pdf},
      hal_id = {hal-04632526},
      hal_version = {v1}
    }
    

12. Explainable by-design Audio Segmentation through Non-Negative Matrix Factorization and Probing
    Martin Lebourdais, Théo Mariotte, Antonio Almudévar, Marie Tahon, Alfonso Ortega
    Interspeech 2024, Kos / Greece, France, September 2024.
    

    @inproceedings{lebourdais:hal-04617131,
      title = {{Explainable by-design Audio Segmentation through Non-Negative Matrix Factorization and Probing}},
      author = {Lebourdais, Martin and Mariotte, Th{\'e}o and Almud{\'e}var, Antonio and Tahon, Marie and Ortega, Alfonso},
      url = {https://univ-lemans.hal.science/hal-04617131},
      booktitle = {{Interspeech 2024}},
      address = {Kos / Greece, France},
      organization = {{International Speech Communication Association (ISCA)}},
      year = {2024},
      month = sep,
      keywords = {Audio segmentation ; NMF ; explainability ; probing},
      pdf = {https://univ-lemans.hal.science/hal-04617131v1/file/nmf_probing2024-4.pdf},
      hal_id = {hal-04617131},
      hal_version = {v1}
    }
    

13. Speech dereverberation constrained on room impulse response characteristics
    Louis Bahrman, Mathieu Fontaine, Jonathan Le Roux, Gaël Richard
    INTERSPEECH, Kos Island, Greece, September 2024.
    

    @inproceedings{bahrman:hal-04640068,
      title = {{Speech dereverberation constrained on room impulse response characteristics}},
      author = {Bahrman, Louis and Fontaine, Mathieu and Le Roux, Jonathan and Richard, Ga{\"e}l},
      url = {https://telecom-paris.hal.science/hal-04640068},
      booktitle = {{INTERSPEECH}},
      address = {Kos Island, Greece},
      year = {2024},
      month = sep,
      keywords = {Speech dereverberation ; hybrid deep learning ; room acoustics ; acoustic matching ; speech processing},
      pdf = {https://telecom-paris.hal.science/hal-04640068v1/file/camera_ready.pdf},
      hal_id = {hal-04640068},
      hal_version = {v1}
    }
    

14. Multifrequency Highly Oscillating Aperiodic Amplitude Estimation for Nonlinear Chirp Signal
    Anton Emelchenkov, Mathieu Fontaine, Yves Grenier, Hervé Mahé, François Roueff
    European Signal Processing Conference (EUSIPCO), Lyon, France, August 2024.
    

    @inproceedings{emelchenkov:hal-04614241,
      title = {{Multifrequency Highly Oscillating Aperiodic Amplitude Estimation for Nonlinear Chirp Signal}},
      author = {Emelchenkov, Anton and Fontaine, Mathieu and Grenier, Yves and Mah{\'e}, Herv{\'e} and Roueff, Fran{\c c}ois},
      url = {https://hal.science/hal-04614241},
      booktitle = {{European Signal Processing Conference (EUSIPCO)}},
      address = {Lyon, France},
      year = {2024},
      month = aug,
      keywords = {chirp signal ; amplitude estimation ; locally stationary process ; filtering ; hyperparameters estimation ; nonlinear chirp signal},
      pdf = {https://hal.science/hal-04614241v1/file/EUSIPCO_2024____Anton_Emelchenkov_Capon_Campbell_MLE_final.pdf},
      hal_id = {hal-04614241},
      hal_version = {v1}
    }
    

15. Invariance-based layer regularization for sound event detection
    David Perera, Slim Essid, Richard Gaël
    European Signal Processing Conference, Lyon, France, August 2024.
    

    @inproceedings{perera:hal-04645968,
      title = {{Invariance-based layer regularization for sound event detection}},
      author = {Perera, David and Essid, Slim and Ga{\"e}l, Richard},
      url = {https://hal.science/hal-04645968},
      booktitle = {{European Signal Processing Conference}},
      address = {Lyon, France},
      year = {2024},
      month = aug,
      keywords = {DCASE task 4 invariance-based learning semisupervised learning ; DCASE task 4 ; invariance-based learning ; semisupervised learning},
      pdf = {https://hal.science/hal-04645968v1/file/eusipco.pdf},
      hal_id = {hal-04645968},
      hal_version = {v1}
    }
    

16. Using Random Codebooks for Audio Neural AutoEncoders
    Benoît Giniès, Xiaoyu Bie, Olivier Fercoq, Gaël Richard
    EUROPEAN SIGNAL PROCESSING CONFERENCE 2024 [EUSIPCO], Lyon, France, August 2024.
    

    @inproceedings{ginies:hal-04705811,
      title = {{Using Random Codebooks for Audio Neural AutoEncoders}},
      author = {Gini{\`e}s, Beno{\^i}t and Bie, Xiaoyu and Fercoq, Olivier and Richard, Ga{\"e}l},
      url = {https://hal.science/hal-04705811},
      booktitle = {{EUROPEAN SIGNAL PROCESSING CONFERENCE 2024 [EUSIPCO]}},
      address = {Lyon, France},
      year = {2024},
      month = aug,
      keywords = {feature extraction ; quantization ; random codebooks ; audio reconstruction},
      pdf = {https://hal.science/hal-04705811v1/file/EUSIPCO___RANDOM_QUANTIZATION%20%281%29.pdf},
      hal_id = {hal-04705811},
      hal_version = {v1}
    }
    

17. How Does Distributed Denial of Service Affect the Connected Cars Environment?
    Ayoub Wehby, Sherali Zeadally, Rida Khatoun, Mohammed Bouchouia, Ahmad Fadlallah
    International Conference on Control, Decision and Information Technologies (CoDIT’2024), Valletta, Malta, July 2024.
    

    @inproceedings{wehby:hal-04616517,
      title = {{How Does Distributed Denial of Service Affect the Connected Cars Environment?}},
      author = {Wehby, Ayoub and Zeadally, Sherali and Khatoun, Rida and Bouchouia, Mohammed and Fadlallah, Ahmad},
      url = {https://hal.science/hal-04616517},
      booktitle = {{International Conference on Control, Decision and Information Technologies (CoDIT'2024)}},
      address = {Valletta, Malta},
      year = {2024},
      month = jul,
      hal_id = {hal-04616517},
      hal_version = {v1}
    }
    

18. Winner-takes-all learners are geometry-aware conditional density estimators
    Victor Letzelter, David Perera, Cédric Rommel, Mathieu Fontaine, Slim Essid, Gael Richard, Patrick Pérez
    International Conference on Machine Learning, Vienne (Autriche), Austria, July 2024.
    

    @inproceedings{letzelter:hal-04574640,
      title = {{Winner-takes-all learners are geometry-aware conditional density estimators}},
      author = {Letzelter, Victor and Perera, David and Rommel, C{\'e}dric and Fontaine, Mathieu and Essid, Slim and Richard, Gael and P{\'e}rez, Patrick},
      url = {https://hal.science/hal-04574640},
      booktitle = {{International Conference on Machine Learning}},
      address = {Vienne (Autriche), Austria},
      year = {2024},
      month = jul,
      keywords = {Conditional density estimation ; Voronoi Tesselation ; Multiple Choice Learning ; Winner-takes-all ; Uncertainty Quantification},
      pdf = {https://hal.science/hal-04574640v1/file/main_paper.pdf},
      hal_id = {hal-04574640},
      hal_version = {v1}
    }
    

19. Mapping AI ethics: a meso-scale analysis of its charters and manifestos
    Mélanie Gornet, Simon Delarue, Maria Boritchev, Tiphaine Viard
    FAccT ’24: The 2024 ACM Conference on Fairness, Accountability, and Transparency, Rio de Janeiro, Brazil, June 2024.
    

    @inproceedings{gornet:halshs-04654217,
      title = {{Mapping AI ethics: a meso-scale analysis of its charters and manifestos}},
      author = {Gornet, M{\'e}lanie and Delarue, Simon and Boritchev, Maria and Viard, Tiphaine},
      url = {https://shs.hal.science/halshs-04654217},
      booktitle = {{FAccT '24: The 2024 ACM Conference on Fairness, Accountability, and Transparency}},
      address = {Rio de Janeiro, Brazil},
      publisher = {{ACM}},
      pages = {127-140},
      year = {2024},
      month = jun,
      doi = {10.1145/3630106.3658545},
      keywords = {Dialogue and pragmatics ; AI ethics manifestos ; Mesoscale analysis ; Mesosociology ; Social worlds ; Applied computing $\rightarrow$ Sociology ; AI ethics},
      pdf = {https://shs.hal.science/halshs-04654217v1/file/FaCCT_24_MapAIE-5.pdf},
      hal_id = {halshs-04654217},
      hal_version = {v1}
    }
    

20. The Curious Decline of Linguistic Diversity: Training Language Models on Synthetic Text
    Yanzhu Guo, Guokan Shang, Michalis Vazirgiannis, Chloé Clavel
    NAACL 2024 Findings - Annual Conference of the North American Chapter of the Association for Computational Linguistics, Mexico City, Mexico, June 2024. Accepted to ....
    

    @inproceedings{guo:hal-04593399,
      title = {{The Curious Decline of Linguistic Diversity: Training Language Models on Synthetic Text}},
      author = {Guo, Yanzhu and Shang, Guokan and Vazirgiannis, Michalis and Clavel, Chlo{\'e}},
      url = {https://hal.science/hal-04593399},
      note = {Accepted to NAACL 2024 Findings},
      booktitle = {{NAACL 2024 Findings - Annual Conference of the North American Chapter of the Association for Computational Linguistics}},
      address = {Mexico City, Mexico},
      year = {2024},
      month = jun,
      pdf = {https://hal.science/hal-04593399v1/file/2311.09807v2.pdf},
      hal_id = {hal-04593399},
      hal_version = {v1}
    }
    

21. MAFALDA: A Benchmark and Comprehensive Study of Fallacy Detection and Classification
    Chadi Helwe, Tom Calamai, Pierre-Henri Paris, Fabian M. Suchanek, Chloé Clavel
    NAACL, Mexico City, Mexico, June 2024.
    

    @inproceedings{helwe:hal-04629995,
      title = {{MAFALDA: A Benchmark and Comprehensive Study of Fallacy Detection and Classification}},
      author = {Helwe, Chadi and Calamai, Tom and Paris, Pierre-Henri and Suchanek, Fabian M. and Clavel, Chlo{\'e}},
      url = {https://hal.science/hal-04629995},
      booktitle = {{NAACL}},
      address = {Mexico City, Mexico},
      year = {2024},
      month = jun,
      pdf = {https://hal.science/hal-04629995v1/file/2024.naacl-long.270.pdf},
      hal_id = {hal-04629995},
      hal_version = {v1}
    }
    

22. MAFALDA: A Benchmark and Comprehensive Study of Fallacy Detection and Classification
    Chadi Helwe, Tom Calamai, Pierre-Henri Paris, Chloé Clavel, Fabian M Suchanek
    NAACL 2024 - North American Chapter of the Association for Computational Linguistics, Mexico City, Mexico, June 2024.
    

    @inproceedings{helwe:hal-04631163,
      title = {{MAFALDA: A Benchmark and Comprehensive Study of Fallacy Detection and Classification}},
      author = {Helwe, Chadi and Calamai, Tom and Paris, Pierre-Henri and Clavel, Chlo{\'e} and Suchanek, Fabian M},
      url = {https://hal.science/hal-04631163},
      booktitle = {{NAACL 2024 - North American Chapter of the Association for Computational Linguistics}},
      address = {Mexico City, Mexico},
      year = {2024},
      month = jun,
      keywords = {NLP ; Language Models ; Deep Learning ; Reasoning},
      pdf = {https://hal.science/hal-04631163v1/file/2024.naacl-long.270.pdf},
      hal_id = {hal-04631163},
      hal_version = {v1}
    }
    

23. Collaborating Foundation Models for Domain Generalized Semantic Segmentation
    Yasser Benigmim, Subhankar Roy, Slim Essid, Vicky Kalogeiton, Stéphane Lathuilière
    2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Seattle (USA), United States, June 2024. https://gith....
    

    @inproceedings{benigmim:hal-04794145,
      title = {{Collaborating Foundation Models for Domain Generalized Semantic Segmentation}},
      author = {Benigmim, Yasser and Roy, Subhankar and Essid, Slim and Kalogeiton, Vicky and Lathuili{\`e}re, St{\'e}phane},
      url = {https://hal.science/hal-04794145},
      note = {https://github.com/yasserben/CLOUDS ; Accepted to CVPR 2024},
      booktitle = {{2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}},
      address = {Seattle (USA), United States},
      publisher = {{IEEE}},
      pages = {3108-3119},
      year = {2024},
      month = jun,
      doi = {10.1109/CVPR52733.2024.00300},
      keywords = {Training ; Adaptation models ; Semantic segmentation ; Clouds ; Collaboration ; Predictive models ; Benchmark testing ; Domain Adaptation ; Domain Generalization ; Semantic Segmentation ; Foundation Models ; Computer Vision ; Deep Learning},
      hal_id = {hal-04794145},
      hal_version = {v1}
    }
    

24. Multimodal models of repair in social human-agent interactions
    Anh Ngo, Chloé Clavel, Catherine Pelachaud, Nicolas Rollet
    WACAI 2024: Workshop Affect, Compagnons Artificiels et Interactions, Bordeaux, France, June 2024.
    

    @inproceedings{ngo:hal-04630089,
      title = {{Multimodal models of repair in social human-agent interactions}},
      author = {Ngo, Anh and Clavel, Chlo{\'e} and Pelachaud, Catherine and Rollet, Nicolas},
      url = {https://hal.science/hal-04630089},
      booktitle = {{WACAI 2024: Workshop Affect, Compagnons Artificiels et Interactions}},
      address = {Bordeaux, France},
      year = {2024},
      month = jun,
      keywords = {Conversational repair ; multimodal ; human-human interaction ; human-agent interaction},
      pdf = {https://hal.science/hal-04630089v1/file/Ngo_et_al.%20-%20Multimodal%20models%20of%20repair%20in%20social%20human-agent%20interactions.pdf},
      hal_id = {hal-04630089},
      hal_version = {v1}
    }
    

25. Sketch In, Sketch Out: Accelerating both Learning and Inference for Structured Prediction with Kernels
    Tamim El Ahmad, Luc Brogat-Motte, Pierre Laforgue, Florence d’Alché-Buc
    27th International Conference on Artificial Intelligence and Statistics (AISTATS), Valencia, Spain, May 2024.
    

    @inproceedings{ahmad:hal-04001898,
      title = {{Sketch In, Sketch Out: Accelerating both Learning and Inference for Structured Prediction with Kernels}},
      author = {Ahmad, Tamim El and Brogat-Motte, Luc and Laforgue, Pierre and d'Alch{\'e}-Buc, Florence},
      url = {https://hal.science/hal-04001898},
      booktitle = {{27th International Conference on Artificial Intelligence and Statistics (AISTATS)}},
      address = {Valencia, Spain},
      volume = {238},
      year = {2024},
      month = may,
      pdf = {https://hal.science/hal-04001898v2/file/sisokr_paper.pdf},
      hal_id = {hal-04001898},
      hal_version = {v2}
    }
    

26. Embodied exploration of deep latent spaces in interactive dance-music performance
    Sarah Nabi, Philippe Esling, Geoffroy Peeters, Frédéric Bevilacqua
    9th International Conference on Movement and Computing (MOCO ’24), Utrecht, Netherlands, May 2024.
    

    @inproceedings{nabi:hal-04602229,
      title = {{Embodied exploration of deep latent spaces in interactive dance-music performance}},
      author = {Nabi, Sarah and Esling, Philippe and Peeters, Geoffroy and Bevilacqua, Fr{\'e}d{\'e}ric},
      url = {https://hal.science/hal-04602229},
      booktitle = {{9th International Conference on Movement and Computing (MOCO '24)}},
      address = {Utrecht, Netherlands},
      year = {2024},
      month = may,
      doi = {10.1145/3658852.3659072},
      keywords = {Human-centered computing $\rightarrow$ Sound-based input / output Gestural input Auditory feedback Collaborative interaction $\bullet$ Applied computing $\rightarrow$ Sound and music computing $\bullet$ Computing methodologies $\rightarrow$ Machine learning dance-music-AI performance ; HCI ; motion-sound interaction ; deep learning ; generative models ; embodied exploration ; latent space ; Human-centered computing $\rightarrow$ Sound-based input / output ; Gestural input ; Auditory feedback ; Collaborative interaction ; $\bullet$ Applied computing $\rightarrow$ Sound and music computing ; $\bullet$ Computing methodologies $\rightarrow$ Machine learning dance-music-AI performance},
      pdf = {https://hal.science/hal-04602229v1/file/_MOCO24__PHD_SARAH__embodied_exploration_of_deep_latent_spaces_performance.pdf},
      hal_id = {hal-04602229},
      hal_version = {v1}
    }
    

27. Adapting Pitch-Based Self Supervised Learning Models for Tempo Estimation
    Antonin Gagneré, Slim Essid, Geoffroy Peeters
    ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Seoul, South Korea, April 2024.
    

    @inproceedings{gagnere:hal-04544157,
      title = {{Adapting Pitch-Based Self Supervised Learning Models for Tempo Estimation}},
      author = {Gagner{\'e}, Antonin and Essid, Slim and Peeters, Geoffroy},
      url = {https://hal.science/hal-04544157},
      booktitle = {{ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)}},
      address = {Seoul, South Korea},
      publisher = {{IEEE}},
      pages = {956-960},
      year = {2024},
      month = apr,
      doi = {10.1109/ICASSP48485.2024.10447129},
      keywords = {Tempo estimation ; Self-supervised-learning ; Training ; Adaptation models ; Zero-shot learning ; Estimation ; Training data ; Self-supervised learning ; Transforms},
      pdf = {https://hal.science/hal-04544157v1/file/icassp__USING_PITCH_BASED_SUPERVISED_LEARNING_MODEL_FOR_TEMPO_ESTIMATION.pdf},
      hal_id = {hal-04544157},
      hal_version = {v1}
    }
    

28. Unsupervised Harmonic Parameter Estimation Using Differentiable DSP and Spectral Optimal Transport
    Bernardo Torres, Geoffroy Peeters, Gaël Richard
    IEEE International Conference on Acoustics, Speech and Signal Processing, Seoul, South Korea, April 2024. Accepted in ....
    

    @inproceedings{torres:hal-04358467,
      title = {{Unsupervised Harmonic Parameter Estimation Using Differentiable DSP and Spectral Optimal Transport}},
      author = {Torres, Bernardo and Peeters, Geoffroy and Richard, Ga{\"e}l},
      url = {https://hal.science/hal-04358467},
      note = {Accepted in ICASSP 2024},
      booktitle = {{IEEE International Conference on Acoustics, Speech and Signal Processing}},
      address = {Seoul, South Korea},
      year = {2024},
      month = apr,
      keywords = {Machine leaning ; Frequency estimation ; Optimal transport ; Differentiable Digital Signal Processing ; differentiable signal processing},
      pdf = {https://hal.science/hal-04358467v3/file/ICASSP_2024_camera_ready_preprint_v3.pdf},
      hal_id = {hal-04358467},
      hal_version = {v3}
    }
    

29. GLA-Grad: A Griffin-Lim Extended Waveform Generation Diffusion Model
    Haocheng Liu, Teysir Baoueb, Mathieu Fontaine, Jonathan Le Roux, Gael Richard
    IEEE International Conference on Acoustics, Speech and Signal Processing, Seoul (Korea), South Korea, April 2024. Accepted at ....
    

    @inproceedings{liu:hal-04424100,
      title = {{GLA-Grad: A Griffin-Lim Extended Waveform Generation Diffusion Model}},
      author = {Liu, Haocheng and Baoueb, Teysir and Fontaine, Mathieu and Le Roux, Jonathan and Richard, Gael},
      url = {https://hal.science/hal-04424100},
      note = {Accepted at ICASSP 2024},
      booktitle = {{IEEE International Conference on Acoustics, Speech and Signal Processing}},
      address = {Seoul (Korea), South Korea},
      year = {2024},
      month = apr,
      keywords = {Diffusion models ; speech generation ; Griffin-Lim algorithm ; domain adaptation},
      pdf = {https://hal.science/hal-04424100v1/file/ICASSP_2024_GLA_Grad___Preprint.pdf},
      hal_id = {hal-04424100},
      hal_version = {v1}
    }
    

30. ON THE CHOICE OF THE OPTIMAL TEMPORAL SUPPORT FOR AUDIO CLASSIFICATION WITH PRE-TRAINED EMBEDDINGS
    Aurian Quelennec, Michel Olvera, Geoffroy Peeters, Slim Essid
    ICASSP, Séoul, South Korea, April 2024.
    

    @inproceedings{quelennec:hal-04360221,
      title = {{ON THE CHOICE OF THE OPTIMAL TEMPORAL SUPPORT FOR AUDIO CLASSIFICATION WITH PRE-TRAINED EMBEDDINGS}},
      author = {Quelennec, Aurian and Olvera, Michel and Peeters, Geoffroy and Essid, Slim},
      url = {https://hal.science/hal-04360221},
      booktitle = {{ICASSP}},
      address = {S{\'e}oul, South Korea},
      organization = {{IEEE}},
      year = {2024},
      month = apr,
      keywords = {audio embeddings ; acoustic scene classification ; instrument recognition ; temporal support ; transformers ; Representation Model},
      pdf = {https://hal.science/hal-04360221v1/file/Pre_print_ICASSP_Paper.pdf},
      hal_id = {hal-04360221},
      hal_version = {v1}
    }
    

31. Blind estimation of audio effects using an auto-encoder approach and differentiable digital signal processing
    Côme Peladeau, Geoffroy Peeters
    ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Seoul, South Korea, April 2024.
    

    @inproceedings{peladeau:hal-04539329,
      title = {{Blind estimation of audio effects using an auto-encoder approach and differentiable digital signal processing}},
      author = {Peladeau, C{\^o}me and Peeters, Geoffroy},
      url = {https://hal.science/hal-04539329},
      booktitle = {{ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)}},
      address = {Seoul, South Korea},
      organization = {{IEEE}},
      publisher = {{IEEE}},
      pages = {856-860},
      year = {2024},
      month = apr,
      doi = {10.1109/ICASSP48485.2024.10448301},
      keywords = {Audio effects ; Differentiable digital signal processing ; Neural proxy ; Deep learning},
      pdf = {https://hal.science/hal-04539329v1/file/Peladeau%20-%20ICASSP2024%20-%20Hal%20Version.pdf},
      hal_id = {hal-04539329},
      hal_version = {v1}
    }
    

32. NEURAL STEERER: NOVEL STEERING VECTOR SYNTHESIS WITH A CAUSAL NEURAL FIELD OVER FREQUENCY AND DIRECTION
    Diego Di Carlo, Aditya Arie Nugraha, Mathieu Fontaine, Yoshiaki Bando, Kazuyoshi Yoshii
    ICASSP, Seoul (Korea), South Korea, April 2024.
    

    @inproceedings{carlo:hal-04479188,
      title = {{NEURAL STEERER: NOVEL STEERING VECTOR SYNTHESIS WITH A CAUSAL NEURAL FIELD OVER FREQUENCY AND DIRECTION}},
      author = {Carlo, Diego Di and Nugraha, Aditya Arie and Fontaine, Mathieu and Bando, Yoshiaki and Yoshii, Kazuyoshi},
      url = {https://hal.science/hal-04479188},
      booktitle = {{ICASSP}},
      address = {Seoul (Korea), South Korea},
      year = {2024},
      month = apr,
      keywords = {Steering vector neural field spatial audio interpolation representation learning ; Steering vector ; neural field ; spatial audio ; interpolation ; representation learning},
      pdf = {https://hal.science/hal-04479188v1/file/_2024_HSCMA24__Neural_Steerer.pdf},
      hal_id = {hal-04479188},
      hal_version = {v1}
    }
    

33. SpecDiff-GAN: A Spectrally-Shaped Noise Diffusion GAN for Speech and Music Synthesis
    Teysir Baoueb, Haocheng Liu, Mathieu Fontaine, Jonathan Le Roux, Gael Richard
    IEEE International Conference on Acoustics, Speech and Signal Processing, Seoul (Korea), South Korea, April 2024. Accepted at ....
    

    @inproceedings{baoueb:hal-04423979,
      title = {{SpecDiff-GAN: A Spectrally-Shaped Noise Diffusion GAN for Speech and Music Synthesis}},
      author = {Baoueb, Teysir and Liu, Haocheng and Fontaine, Mathieu and Le Roux, Jonathan and Richard, Gael},
      url = {https://hal.science/hal-04423979},
      note = {Accepted at ICASSP 2024},
      booktitle = {{IEEE International Conference on Acoustics, Speech and Signal Processing}},
      address = {Seoul (Korea), South Korea},
      year = {2024},
      month = apr,
      keywords = {Generative adversarial network (GAN) ; diffusion process ; deep audio synthesis ; spectral envelope},
      pdf = {https://hal.science/hal-04423979v1/file/ICASSP_2024_SpecDiff_GAN___Preprint.pdf},
      hal_id = {hal-04423979},
      hal_version = {v1}
    }
    

34. ONLINE SPEAKER DIARIZATION OF MEETINGS GUIDED BY SPEECH SEPARATION
    Elio Gruttadauria, Mathieu Fontaine, Slim Essid
    IEEE International Conference on Acoustics, Speech, and Signal Processing, Seoul (Korea), South Korea, April 2024. Accepted at ....
    

    @inproceedings{gruttadauria:hal-04419041,
      title = {{ONLINE SPEAKER DIARIZATION OF MEETINGS GUIDED BY SPEECH SEPARATION}},
      author = {Gruttadauria, Elio and Fontaine, Mathieu and Essid, Slim},
      url = {https://hal.science/hal-04419041},
      note = {Accepted at ICASSP 2024},
      booktitle = {{IEEE International Conference on Acoustics, Speech, and Signal Processing}},
      address = {Seoul (Korea), South Korea},
      year = {2024},
      month = apr,
      keywords = {Speaker Diarization ; Source separation ; Online inference ; Overlapped speech ; AMI dataset ; Speaker embedding},
      pdf = {https://hal.science/hal-04419041v1/file/ICASSP_2024_ELIO_GRUTTADAURIA-final.pdf},
      hal_id = {hal-04419041},
      hal_version = {v1}
    }
    

35. A fully differentiable model for unsupervised singing voice separation
    Gael Richard, Pierre Chouteau, Bernardo Torres
    IEEE International Conference on Acoustics, Speech, and Signal Processing, Seoul, South Korea, April 2024.
    

    @inproceedings{richard:hal-04356813,
      title = {{A fully differentiable model for unsupervised singing voice separation}},
      author = {Richard, Gael and Chouteau, Pierre and Torres, Bernardo},
      url = {https://telecom-paris.hal.science/hal-04356813},
      booktitle = {{IEEE International Conference on Acoustics, Speech, and Signal Processing}},
      address = {Seoul, South Korea},
      year = {2024},
      month = apr,
      keywords = {Unsupervised source separation ; multiple singing voices ; differentiable models ; deep learning ; Unsupervised source separation multiple singing voices differentiable models deep learning},
      pdf = {https://telecom-paris.hal.science/hal-04356813v2/file/main.pdf},
      hal_id = {hal-04356813},
      hal_version = {v2}
    }
    

36. Structure-informed Positional Encoding for Music Generation
    Manvi Agarwal, Changhong Wang, Gaël Richard
    IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Seoul, South Korea, April 2024.
    

    @inproceedings{agarwal:hal-04432659,
      title = {{Structure-informed Positional Encoding for Music Generation}},
      author = {Agarwal, Manvi and Wang, Changhong and Richard, Ga{\"e}l},
      url = {https://hal.science/hal-04432659},
      booktitle = {{IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)}},
      address = {Seoul, South Korea},
      year = {2024},
      month = apr,
      keywords = {symbolic music generation ; Transformers ; music structure ; positional encoding ; symbolic music generation Transformers music structure positional encoding},
      pdf = {https://hal.science/hal-04432659v3/file/svbwdvrdnrztpzxgdsckkhqxkjbjpfzx.pdf},
      hal_id = {hal-04432659},
      hal_version = {v3}
    }
    

37. Variational Perspective on Fair Edge Prediction
    Antoine Gourru, Charlotte Laclau, Manvi Choudhary, Christine Largeron
    International Symposium on Intelligent Data Analysis, Stockholm, Sweden, April 2024.
    

    @inproceedings{gourru:hal-04428828,
      title = {{Variational Perspective on Fair Edge Prediction}},
      author = {Gourru, Antoine and Laclau, Charlotte and Choudhary, Manvi and Largeron, Christine},
      url = {https://hal.science/hal-04428828},
      booktitle = {{International Symposium on Intelligent Data Analysis}},
      address = {Stockholm, Sweden},
      year = {2024},
      month = apr,
      hal_id = {hal-04428828},
      hal_version = {v1}
    }
    

38. A LIGHTWEIGHT DUAL-STAGE FRAMEWORK FOR PERSONALIZED SPEECH ENHANCEMENT BASED ON DEEPFILTERNET2
    Thomas Serre, Mathieu Fontaine, Éric Benhaim, Geoffroy Dutour, Slim Essid
    ICASSP, Seoul (Korea), South Korea, April 2024. Accepted at ....
    

    @inproceedings{serre:hal-04541350,
      title = {{A LIGHTWEIGHT DUAL-STAGE FRAMEWORK FOR PERSONALIZED SPEECH ENHANCEMENT BASED ON DEEPFILTERNET2}},
      author = {Serre, Thomas and Fontaine, Mathieu and Benhaim, {\'E}ric and Dutour, Geoffroy and Essid, Slim},
      url = {https://telecom-paris.hal.science/hal-04541350},
      note = {Accepted at HSCMA24, Satellite workshop of ICASSP24},
      booktitle = {{ICASSP}},
      address = {Seoul (Korea), South Korea},
      year = {2024},
      month = apr,
      keywords = {Target speech extraction ; speech enhancement ; real-time},
      pdf = {https://telecom-paris.hal.science/hal-04541350v1/file/main.pdf},
      hal_id = {hal-04541350},
      hal_version = {v1}
    }
    

39. A Study on Hierarchical Text Classification as a Seq2seq Task
    Fatos Torba, Christophe Gravier, Charlotte Laclau, Abderrhammen Kammoun, Julien Subercaze
    46th European Conference on Information Retrieval (ECIR 2024), GLASGOW, United Kingdom, March 2024.
    

    @inproceedings{torba:hal-04423348,
      title = {{A Study on Hierarchical Text Classification as a Seq2seq Task}},
      author = {Torba, Fatos and Gravier, Christophe and Laclau, Charlotte and Kammoun, Abderrhammen and Subercaze, Julien},
      url = {https://hal.science/hal-04423348},
      booktitle = {{46th European Conference on Information Retrieval (ECIR 2024)}},
      address = {GLASGOW, United Kingdom},
      year = {2024},
      month = mar,
      keywords = {Hierarchical text classification generative model reproducibility ; Hierarchical text classification ; generative model ; reproducibility},
      pdf = {https://hal.science/hal-04423348v1/file/paper_331.pdf},
      hal_id = {hal-04423348},
      hal_version = {v1}
    }
    

40. Interpretive flexibility in data science and artificial intelligence
    Tiphaine Viard, Mélanie Gornet, Simon Delarue
    Undone Computer Science, Nantes, France, February 2024.
    

    @inproceedings{viard:halshs-04579125,
      title = {{Interpretive flexibility in data science and artificial intelligence}},
      author = {Viard, Tiphaine and Gornet, M{\'e}lanie and Delarue, Simon},
      url = {https://shs.hal.science/halshs-04579125},
      booktitle = {{Undone Computer Science}},
      address = {Nantes, France},
      year = {2024},
      month = feb,
      keywords = {Science and technological studies ; Sociology of artificial intelligence},
      pdf = {https://shs.hal.science/halshs-04579125v1/file/Undonecs_2024_abstract_11.pdf},
      hal_id = {halshs-04579125},
      hal_version = {v1}
    }
    

Unpublished

1. Defining Lyapunov functions as the solution of a performance estimation saddle point problem
   Olivier Fercoq
   November 2024. working pape....
   

   @unpublished{fercoq:hal-04784980,
     title = {{Defining Lyapunov functions as the solution of a performance estimation saddle point problem}},
     author = {Fercoq, Olivier},
     url = {https://hal.science/hal-04784980},
     note = {working paper or preprint},
     year = {2024},
     month = nov,
     keywords = {Performance estimation problem, Lyapunov function, computer-aided proofs ; Performance estimation problem Lyapunov function computer-aided proofs ; Performance estimation problem ; Lyapunov function ; computer-aided proofs},
     pdf = {https://hal.science/hal-04784980v1/file/lyapunov_as_a_saddle_point.pdf},
     hal_id = {hal-04784980},
     hal_version = {v1}
   }
   

2. Learning with Importance Weighted Variational Inference: Asymptotics for Gradient Estimators of the VR-IWAE Bound
   Kamélia Daudel, François Roueff
   October 2024. working pape....
   

   @unpublished{daudel:hal-04738844,
     title = {{Learning with Importance Weighted Variational Inference: Asymptotics for Gradient Estimators of the VR-IWAE Bound}},
     author = {Daudel, Kam{\'e}lia and Roueff, Fran{\c c}ois},
     url = {https://hal.science/hal-04738844},
     note = {working paper or preprint},
     year = {2024},
     month = oct,
     keywords = {Variational Inference ; Kullback-Leiber divergence ; Alpha-Divergence ; Importance Weighted Auto-encoder ; High dimension ; Signal-To-Noise Ratio},
     pdf = {https://hal.science/hal-04738844v1/file/dr_2024_arxiv.pdf},
     hal_id = {hal-04738844},
     hal_version = {v1}
   }
   

3. STOCHASTIC MIRROR DESCENT FOR NONPARAMETRIC ADAPTIVE IMPORTANCE SAMPLING
   Pascal Bianchi, Bernard Delyon, François Portier, Victor Priser
   September 2024. working pape....
   

   @unpublished{bianchi:hal-04702293,
     title = {{STOCHASTIC MIRROR DESCENT FOR NONPARAMETRIC ADAPTIVE IMPORTANCE SAMPLING}},
     author = {Bianchi, Pascal and Delyon, Bernard and Portier, Fran{\c c}ois and Priser, Victor},
     url = {https://hal.science/hal-04702293},
     note = {working paper or preprint},
     year = {2024},
     month = sep,
     keywords = {martingale ; adaptive importance sampling ; Stochastic approximation ; kernel smoothing},
     pdf = {https://hal.science/hal-04702293v1/file/HAL.pdf},
     hal_id = {hal-04702293},
     hal_version = {v1}
   }
   

4. Reconstructing the Unseen: GRIOT for Attributed Graph Imputation with Optimal Transport
   Richard Serrano, Charlotte Laclau, Baptiste Jeudy, Christine Largeron
   August 2024. working pape....
   

   @unpublished{serrano:hal-04604650,
     title = {{Reconstructing the Unseen: GRIOT for Attributed Graph Imputation with Optimal Transport}},
     author = {Serrano, Richard and Laclau, Charlotte and Jeudy, Baptiste and Largeron, Christine},
     url = {https://hal.science/hal-04604650},
     note = {working paper or preprint},
     year = {2024},
     month = aug,
     doi = {10.1007/978-3-031-70365-2\_16},
     keywords = {Attributed Graph Missing Data Imputation Optimal Transport ; Attributed Graph ; Missing Data Imputation ; Optimal Transport},
     pdf = {https://hal.science/hal-04604650v2/file/camera_ready.pdf},
     hal_id = {hal-04604650},
     hal_version = {v2}
   }
   

5. Regenerative bootstrap for β-null recurrent Markov chains
   Carlos Fernández
   July 2024. Submitted to....
   

   @unpublished{fernandez:hal-04299736,
     title = {{Regenerative bootstrap for $\beta$-null recurrent Markov chains}},
     author = {Fern{\'a}ndez, Carlos},
     url = {https://hal.science/hal-04299736},
     note = {Submitted to Electronic Journal of Statistics},
     year = {2024},
     month = jul,
     keywords = {bootstrap ; regeneration based bootstrap ; regeneration block bootstrap ; nonparametric estimation ; null recurrent Markov chain},
     pdf = {https://hal.science/hal-04299736v2/file/bootstrap_null_recurrent.pdf},
     hal_id = {hal-04299736},
     hal_version = {v2}
   }
   

6. Minimax optimal seriation in polynomial time
   Yann Issartel, Christophe Giraud, Nicolas Verzelen
   May 2024. working pape....
   

   @unpublished{issartel:hal-04575332,
     title = {{Minimax optimal seriation  in polynomial time}},
     author = {Issartel, Yann and Giraud, Christophe and Verzelen, Nicolas},
     url = {https://hal.science/hal-04575332},
     note = {working paper or preprint},
     hal_local_reference = {MISTEA - Axe probabilit{\'e}-statistique},
     year = {2024},
     month = may,
     keywords = {polynomial time},
     pdf = {https://hal.science/hal-04575332v1/file/seritation_permutation.pdf},
     hal_id = {hal-04575332},
     hal_version = {v1}
   }
   

7. Long run convergence of discrete-time interacting particle systems of the McKean-Vlasov type
   Pascal Bianchi, Walid Hachem, Victor Priser
   April 2024. working pape....
   

   @unpublished{bianchi:hal-04512759,
     title = {{Long run convergence of discrete-time interacting particle systems of the McKean-Vlasov type}},
     author = {Bianchi, Pascal and Hachem, Walid and Priser, Victor},
     url = {https://hal.science/hal-04512759},
     note = {working paper or preprint},
     year = {2024},
     month = apr,
     keywords = {McKean Vlasov equations ; Discrete time ; Neural Network ; Random Features ; Granular media equation ; Propagation of chaos ; Particle systems ; Ergodic convergence},
     pdf = {https://hal.science/hal-04512759v3/file/v17.pdf},
     hal_id = {hal-04512759},
     hal_version = {v3}
   }
   

8. Monitoring the Convergence Speed of PDHG to Find Better Primal and Dual Step Sizes
   Olivier Fercoq
   March 2024. working pape....
   

   @unpublished{fercoq:hal-04523222,
     title = {{Monitoring the Convergence Speed of PDHG to Find Better Primal and Dual Step Sizes}},
     author = {Fercoq, Olivier},
     url = {https://hal.science/hal-04523222},
     note = {working paper or preprint},
     year = {2024},
     month = mar,
     keywords = {Primal-dual algorithm ; Adaptive step sizes ; Coordinate descent.},
     pdf = {https://hal.science/hal-04523222v1/file/adaptive_step_sizes_pdhg.pdf},
     hal_id = {hal-04523222},
     hal_version = {v1}
   }
   

9. The Smoothed Duality Gap as a Stopping Criterion
   Iyad Walwil, Olivier Fercoq
   March 2024. working pape....
   

   @unpublished{walwil:hal-04501394,
     title = {{The Smoothed Duality Gap as a Stopping Criterion}},
     author = {Walwil, Iyad and Fercoq, Olivier},
     url = {https://hal.science/hal-04501394},
     note = {working paper or preprint},
     year = {2024},
     month = mar,
     keywords = {Convex optimisation ; Stopping criteria ; Optimality gap and Feasibility error ; Karush-Kuhn-Tucker ; Projected Duality Gap ; Smoothed Duality Gap ; Optimisation convexe ; Crit{\`e}res d'arr{\^e}t ; {\'E}cart optimal et erreur de faisabilit{\'e} ; Karush-Kuhn-Tucker ; {\'E}cart de dualit{\'e} projet{\'e} ; {\'E}cart de dualit{\'e} liss{\'e}},
     pdf = {https://hal.science/hal-04501394v1/file/SDG%20paper.pdf},
     hal_id = {hal-04501394},
     hal_version = {v1}
   }
   

10. Importance sampling for online variational learning
    Mathis Chagneux, Pierre Gloaguen, Sylvain Le Corff, Jimmy Olsson
    February 2024. working pape....
    

    @unpublished{chagneux:hal-04435065,
      title = {{Importance sampling for online variational learning}},
      author = {Chagneux, Mathis and Gloaguen, Pierre and Le Corff, Sylvain and Olsson, Jimmy},
      url = {https://hal.science/hal-04435065},
      note = {working paper or preprint},
      year = {2024},
      month = feb,
      keywords = {Online learning ; Variational inference ; State space models},
      pdf = {https://hal.science/hal-04435065v1/file/22-onlinevariational_hal.pdf},
      hal_id = {hal-04435065},
      hal_version = {v1}
    }
    

Theses

1. Statistical learning for multivariate and functional extremes
   Nathan Huet
   November 2024.
   

   @phdthesis{huet:tel-04809879,
     title = {{Statistical learning for multivariate and functional extremes}},
     author = {Huet, Nathan},
     url = {https://theses.hal.science/tel-04809879},
     number = {2024IPPAT031},
     school = {{Institut Polytechnique de Paris}},
     year = {2024},
     month = nov,
     keywords = {Extreme value theory ; Statistical learning ; Functional Data Analysis ; Th{\'e}orie des valeurs extr{\^e}mes ; Apprentissage statistique ; Analyse des donn{\'e}es fonctionnelles},
     type = {Theses},
     pdf = {https://theses.hal.science/tel-04809879v1/file/138632_HUET_2024_archivage.pdf},
     hal_id = {tel-04809879},
     hal_version = {v1}
   }
   

2. Evaluating and Improving the Reasoning Abilities of Language Models
   Chadi Helwe
   July 2024.
   

   @phdthesis{helwe:tel-04654171,
     title = {{Evaluating and Improving the Reasoning Abilities of Language Models}},
     author = {Helwe, Chadi},
     url = {https://theses.hal.science/tel-04654171},
     number = {2024IPPAT021},
     school = {{Institut Polytechnique de Paris}},
     year = {2024},
     month = jul,
     keywords = {Deep learning ; Language models ; Natural Language Processing ; Machine Learning ; Neruo-symbolic AI ; IA neuro-symbolique ; Apprentissage en profondeur ; Mod{\`e}les de Langage ; Traitement automatique du langage ; Apprentissage automatique},
     type = {Theses},
     pdf = {https://theses.hal.science/tel-04654171v1/file/132654_HELWE_2024_archivage.pdf},
     hal_id = {tel-04654171},
     hal_version = {v1}
   }
   

3. Learning deep kernel networks : application to efficient and robust structured prediction
   Tamim El Ahmad
   July 2024.
   

   @phdthesis{elahmad:tel-04659577,
     title = {{Learning deep kernel networks : application to efficient and robust structured prediction}},
     author = {El Ahmad, Tamim},
     url = {https://theses.hal.science/tel-04659577},
     number = {2024IPPAT024},
     school = {{Institut Polytechnique de Paris}},
     year = {2024},
     month = jul,
     keywords = {Structured prediction ; Kernel methods ; Sketching ; Neural networks ; Pr{\'e}diction structur{\'e}e ; M{\'e}thodes {\`a} noyaux ; Projections al{\'e}atoires ; R{\'e}seaux de neurones},
     type = {Theses},
     pdf = {https://theses.hal.science/tel-04659577v1/file/132459_EL_AHMAD_2024_archivage.pdf},
     hal_id = {tel-04659577},
     hal_version = {v1}
   }
   

4. Informed Speech Self-supervised Representation Learning
   Mohamed Salah Zaiem
   March 2024.
   

   @phdthesis{zaiem:tel-04633802,
     title = {{Informed Speech Self-supervised Representation Learning}},
     author = {Zaiem, Mohamed Salah},
     url = {https://theses.hal.science/tel-04633802},
     number = {2024IPPAT009},
     school = {{Institut Polytechnique de Paris}},
     year = {2024},
     month = mar,
     keywords = {Speech processing ; Deep Learning ; Self-Supervised learning ; Traitement de la parole ; Apprentissage profond ; Apprentissage auto-Supervis{\'e}},
     type = {Theses},
     pdf = {https://theses.hal.science/tel-04633802v1/file/128214_ZAIEM_2024_archivage.pdf},
     hal_id = {tel-04633802},
     hal_version = {v1}
   }
   

5. A Statistical analysis of algorithms dedicated for rare events
   Anass Aghbalou
   February 2024.
   

   @phdthesis{aghbalou:tel-04765790,
     title = {{A Statistical analysis of algorithms dedicated for rare events}},
     author = {Aghbalou, Anass},
     url = {https://theses.hal.science/tel-04765790},
     number = {2024IPPAT004},
     school = {{Institut Polytechnique de Paris}},
     year = {2024},
     month = feb,
     keywords = {Cross Validation ; Statistical learning theory ; Non-Asymptotic Error Bounds ; Extreme value theory ; Transfer learning ; Th{\'e}orie des Valeurs Extr{\^e}mes ; Th{\'e}orie de l'apprentissage statistique ; Bornes d'Erreur Non Asymptotiques ; Validation crois{\'e}e ; Apprentissage par Transfert},
     type = {Theses},
     pdf = {https://theses.hal.science/tel-04765790v1/file/130165_AGHBALOU_2024_archivage.pdf},
     hal_id = {tel-04765790},
     hal_version = {v1}
   }
   

Journal Articles

1. An Eye for an Ear: Zero-shot Audio Description Leveraging an Image Captioner using Audiovisual Distribution Alignment
   Hugo Malard, Michel Olvera, Stéphane Lathuiliere, Slim Essid
   Advances in Neural Information Processing Systems, October 2024.
   

   @article{malard:hal-04729913,
     title = {{An Eye for an Ear: Zero-shot Audio Description Leveraging an Image Captioner using Audiovisual Distribution Alignment}},
     author = {Malard, Hugo and Olvera, Michel and Lathuiliere, St{\'e}phane and Essid, Slim},
     url = {https://hal.science/hal-04729913},
     journal = {{Advances in Neural Information Processing Systems}},
     publisher = {{Morgan Kaufmann Publishers}},
     year = {2024},
     month = oct,
     keywords = {Multimodal learning ; Audio captioning},
     pdf = {https://hal.science/hal-04729913v1/file/2410.05997v1.pdf},
     hal_id = {hal-04729913},
     hal_version = {v1}
   }
   

2. Mixture of segmentation for heterogeneous functional data
   Vincent Brault, Emilie Devijver, Charlotte Laclau
   Electronic Journal of Statistics , September 2024.
   

   @article{brault:hal-04036482,
     title = {{Mixture of segmentation for heterogeneous functional data}},
     author = {Brault, Vincent and Devijver, Emilie and Laclau, Charlotte},
     url = {https://hal.science/hal-04036482},
     journal = {{Electronic Journal of Statistics }},
     publisher = {{Shaker Heights, OH : Institute of Mathematical Statistics}},
     volume = {18},
     number = {2},
     year = {2024},
     month = sep,
     doi = {10.1214/24-EJS2286},
     keywords = {Mixture model ; Segmentation ; Functional Data ; Consistency},
     pdf = {https://hal.science/hal-04036482v3/file/24-EJS2286.pdf},
     hal_id = {hal-04036482},
     hal_version = {v3}
   }
   

3. Do Language Models Enjoy Their Own Stories? Prompting Large Language Models for Automatic Story Evaluation
   Cyril Chhun, Fabian M. Suchanek, Chloé Clavel
   Transactions of the Association for Computational Linguistics, September 2024. TACL, pre-MI....
   

   @article{chhun:hal-04593961,
     title = {{Do Language Models Enjoy Their Own Stories? Prompting Large Language Models for Automatic Story Evaluation}},
     author = {Chhun, Cyril and Suchanek, Fabian M. and Clavel, Chlo{\'e}},
     url = {https://hal.science/hal-04593961},
     note = {TACL, pre-MIT Press publication version},
     journal = {{Transactions of the Association for Computational Linguistics}},
     publisher = {{The MIT Press}},
     volume = {12},
     pages = {1122--1142},
     year = {2024},
     month = sep,
     doi = {10.1162/tacl\_a\_00689},
     keywords = {Large language models ; Natural language processing ; Text generation},
     pdf = {https://hal.science/hal-04593961v2/file/tacl_a_00689%20%281%29.pdf},
     hal_id = {hal-04593961},
     hal_version = {v2}
   }
   

4. Regular variation in Hilbert spaces and principal component analysis for functional extremes
   Stéphan Clémençon, Nathan Huet, Anne Sabourin
   Stochastic Processes and their Applications, August 2024.
   

   @article{clemencon:hal-04577420,
     title = {{Regular variation in Hilbert spaces and principal component analysis for functional extremes}},
     author = {Cl{\'e}men{\c c}on, St{\'e}phan and Huet, Nathan and Sabourin, Anne},
     url = {https://telecom-paris.hal.science/hal-04577420},
     journal = {{Stochastic Processes and their Applications}},
     publisher = {{Elsevier}},
     volume = {174},
     pages = {104375},
     year = {2024},
     month = aug,
     doi = {10.1016/j.spa.2024.104375},
     keywords = {Principal component analysis ; Hilbert space-valued stochastic processes ; Functional data analysis ; Regular variation},
     hal_id = {hal-04577420},
     hal_version = {v1}
   }
   

5. Statistical wave field theory
   Roland Badeau
   Journal of the Acoustical Society of America, July 2024.
   

   @article{badeau:hal-04655069,
     title = {{Statistical wave field theory}},
     author = {Badeau, Roland},
     url = {https://telecom-paris.hal.science/hal-04655069},
     journal = {{Journal of the Acoustical Society of America}},
     publisher = {{Acoustical Society of America}},
     volume = {156},
     number = {1},
     pages = {573 - 599},
     year = {2024},
     month = jul,
     doi = {10.1121/10.0027914},
     keywords = {Statistical physics ; Wave equation ; Helmholtz equation ; reverberation},
     hal_id = {hal-04655069},
     hal_version = {v1}
   }
   

6. Electroencephalography Response during an Incremental Test According to the V̇O2max Plateau Incidence
   Véronique Billat, Christian Berthomier, Michel Clémençon, Marie Brandewinder, Slim Essid, Cécilia Damon, François Rigaud, Alexis Bénichoux, Emmanuel Maby, Lesly Fornoni, Patrick Bouchet, Pascal Beers, Bertrand Massot, Patrice Revol, Luc Poinsard, Thomas Creveaux, Christian Collet, Jérémie Mattout, Vincent Pialoux
   Applied Sciences, June 2024.
   

   @article{billat:hal-04688068,
     title = {{Electroencephalography Response during an Incremental Test According to the V̇O2max Plateau Incidence}},
     author = {Billat, V{\'e}ronique and Berthomier, Christian and Cl{\'e}men{\c c}on, Michel and Brandewinder, Marie and Essid, Slim and Damon, C{\'e}cilia and Rigaud, Fran{\c c}ois and B{\'e}nichoux, Alexis and Maby, Emmanuel and Fornoni, Lesly and Bouchet, Patrick and van Beers, Pascal and Massot, Bertrand and Revol, Patrice and Poinsard, Luc and Creveaux, Thomas and Collet, Christian and Mattout, J{\'e}r{\'e}mie and Pialoux, Vincent},
     url = {https://hal.science/hal-04688068},
     journal = {{Applied Sciences}},
     publisher = {{Multidisciplinary digital publishing institute (MDPI)}},
     volume = {14},
     number = {13},
     pages = {5411},
     year = {2024},
     month = jun,
     doi = {10.3390/app14135411},
     keywords = {EEG ; exhausting exercise ; maximal oxygen consumption ; fatigue ; central governor ; endurance ; cycling},
     pdf = {https://hal.science/hal-04688068v1/file/applsci-14-05411.pdf},
     hal_id = {hal-04688068},
     hal_version = {v1}
   }
   

7. The Impact of Word Splitting on the Semantic Content of Contextualized Word Representations
   Aina Garí Soler, Matthieu Labeau, Chloé Clavel
   Transactions of the Association for Computational Linguistics, April 2024.
   

   @article{soler:hal-04593480,
     title = {{The Impact of Word Splitting on the Semantic Content of Contextualized Word Representations}},
     author = {Soler, Aina Gar{\'i} and Labeau, Matthieu and Clavel, Chlo{\'e}},
     url = {https://hal.science/hal-04593480},
     journal = {{Transactions of the Association for Computational Linguistics}},
     publisher = {{The MIT Press}},
     volume = {12},
     pages = {299-320},
     year = {2024},
     month = apr,
     doi = {10.1162/tacl\_a\_00647},
     keywords = {Word Splitting ; Semantic Content ; Social Computing},
     pdf = {https://hal.science/hal-04593480v1/file/tacl_a_00647.pdf},
     hal_id = {hal-04593480},
     hal_version = {v1}
   }
   

8. Absorptive nature of scattering coefficients in stress-energy tensor formalism for room acoustics
   Jean-Dominique Polack, Hugo Dujourdy, Roland Badeau
   Journal of the Acoustical Society of America, April 2024.
   

   @article{polack:hal-04548715,
     title = {{Absorptive nature of scattering coefficients in stress-energy tensor formalism for room acoustics}},
     author = {Polack, Jean-Dominique and Dujourdy, Hugo and Badeau, Roland},
     url = {https://telecom-paris.hal.science/hal-04548715},
     journal = {{Journal of the Acoustical Society of America}},
     publisher = {{Acoustical Society of America}},
     volume = {155},
     number = {4},
     pages = {2339 - 2346},
     year = {2024},
     month = apr,
     doi = {10.1121/10.0025468},
     pdf = {https://telecom-paris.hal.science/hal-04548715v2/file/JASAimpedance_preprint.pdf},
     hal_id = {hal-04548715},
     hal_version = {v2}
   }
   

9. Pair-Matching: Link Prediction with Adaptive Queries
   Christophe Giraud, Yann Issartel, Luc Lehericy, Matthieu Lerasle
   Mathematical Statistics and Learning, March 2024.
   

   @article{giraud:hal-04578273,
     title = {{Pair-Matching: Link Prediction with Adaptive Queries}},
     author = {Giraud, Christophe and Issartel, Yann and Lehericy, Luc and Lerasle, Matthieu},
     url = {https://hal.science/hal-04578273},
     journal = {{Mathematical Statistics and Learning}},
     publisher = {{EMS Publishing House}},
     year = {2024},
     month = mar,
     keywords = {sequential matching ; Adaptive link prediction ; stochastic block model},
     pdf = {https://hal.science/hal-04578273v1/file/1905.07342v3.pdf},
     hal_id = {hal-04578273},
     hal_version = {v1}
   }
   

10. Modeling the Interplay Between Cohesion Dimensions: a Challenge for Group Affective Emergent States
    Lucien Maman, Nale Lehmann- Willenbrock, Mohamed Chetouani, Laurence Likforman-Sulem, Giovanna Varni
    IEEE Transactions on Affective Computing, January 2024.
    

    @article{maman:hal-04427829,
      title = {{Modeling the Interplay Between Cohesion Dimensions: a Challenge for Group Affective Emergent States}},
      author = {Maman, Lucien and Willenbrock, Nale Lehmann- and Chetouani, Mohamed and Likforman-Sulem, Laurence and Varni, Giovanna},
      url = {https://hal.science/hal-04427829},
      journal = {{IEEE Transactions on Affective Computing}},
      publisher = {{Institute of Electrical and Electronics Engineers}},
      pages = {1-14},
      year = {2024},
      month = jan,
      doi = {10.1109/TAFFC.2024.3349910},
      keywords = {Task analysis ; Behavioral sciences ; Predictive models ; Affective computing ; Computational modeling ; Computer architecture ; Transfer learning},
      hal_id = {hal-04427829},
      hal_version = {v1}
    }
    

11. Tackling Interpretability in Audio Classification Networks with Non-negative Matrix Factorization
    Jayneel Parekh, Sanjeel Parekh, Pavlo Mozharovskyi, Gael Richard, Florence d’Alché-Buc
    IEEE/ACM Transactions on Audio, Speech and Language Processing, January 2024.
    

    @article{parekh:hal-04539879,
      title = {{Tackling Interpretability in Audio Classification Networks with Non-negative Matrix Factorization}},
      author = {Parekh, Jayneel and Parekh, Sanjeel and Mozharovskyi, Pavlo and Richard, Gael and d'Alch{\'e}-Buc, Florence},
      url = {https://hal.science/hal-04539879},
      journal = {{IEEE/ACM Transactions on Audio, Speech and Language Processing}},
      publisher = {{Institute of Electrical and Electronics Engineers}},
      volume = {32},
      pages = {1392--1405},
      year = {2024},
      month = jan,
      doi = {10.1109/TASLP.2024.3358049},
      keywords = {Audio interpretability ; Explainability ; By-design interpretable models ; Audio convolutional networks ; Non-negative matrix factorization ; Task analysis ; Dictionaries ; Spectrogram ; Training ; Time-frequency analysis ; Speech processing ; Prototypes},
      pdf = {https://hal.science/hal-04539879v1/file/L2I_TASLP-4.pdf},
      hal_id = {hal-04539879},
      hal_version = {v1}
    }
    

12. On the importance of wind predictions in wake steering optimization
    Elie Kadoche, Pascal Bianchi, Florence Carton, Philippe Ciblat, Damien Ernst
    Wind Energy Science, January 2024.
    

    @article{kadoche:hal-04593465,
      title = {{On the importance of wind predictions in wake steering optimization}},
      author = {Kadoche, Elie and Bianchi, Pascal and Carton, Florence and Ciblat, Philippe and Ernst, Damien},
      url = {https://hal.science/hal-04593465},
      journal = {{Wind Energy Science}},
      publisher = {{G{\"o}ttingen Copernicus Publications}},
      pages = {1-27},
      year = {2024},
      month = jan,
      doi = {10.5194/wes-2023-172},
      hal_id = {hal-04593465},
      hal_version = {v1}
    }
    

13. The European approach to regulating AI through technical standards
    Mélanie Gornet, Winston Maxwell
    Internet Policy Review, 2024.
    

    @article{gornet:hal-04254949,
      title = {{The European approach to regulating AI through technical standards}},
      author = {Gornet, M{\'e}lanie and Maxwell, Winston},
      url = {https://hal.science/hal-04254949},
      journal = {{Internet Policy Review}},
      publisher = {{Alexander von Humboldt Institute for Internet and Society}},
      volume = {13},
      number = {3},
      pages = {1-27},
      year = {2024},
      doi = {10.14763/2024.3.1784},
      keywords = {AI Act ; Harmonised standards ; Conformity assessment ; CE mark ; Artificial intelligence ; Fundamental rights ; Standards},
      pdf = {https://hal.science/hal-04254949v3/file/The%20European%20approach%20to%20regulating%20AI%20through%20technical%20standards.pdf},
      hal_id = {hal-04254949},
      hal_version = {v3}
    }
    

14. Stochastic Subgradient Descent Escapes Active Strict Saddles on Weakly Convex Functions
    Pascal Bianchi, Walid Hachem, Sholom Schechtman
    Mathematics of Operations Research, 2024. Accepted for....
    

    @article{bianchi:hal-03442137,
      title = {{Stochastic Subgradient Descent Escapes Active Strict Saddles on Weakly Convex Functions}},
      author = {Bianchi, Pascal and Hachem, Walid and Schechtman, Sholom},
      url = {https://hal.science/hal-03442137},
      note = {Accepted for publication in Mathematics of Operations Research},
      journal = {{Mathematics of Operations Research}},
      publisher = {{INFORMS}},
      volume = {49},
      number = {3},
      pages = {1761-1790},
      year = {2024},
      doi = {10.1287/moor.2021.0194},
      keywords = {Nonsmooth optimization ; Stochastic gradient descent ; Avoidance of traps ; Clarke subdifferential ; Stratification ; Weak convexity},
      pdf = {https://hal.science/hal-03442137v3/file/tame.pdf},
      hal_id = {hal-03442137},
      hal_version = {v3}
    }
    

15. New penalized criteria for smooth non-negative tensor factorization with missing entries
    Amaury Durand, François Roueff, Jean-Marc Jicquel, Nicolas Paul
    IEEE Transactions on Signal Processing, 2024.
    

    @article{durand:hal-03615137,
      title = {{New penalized criteria for smooth non-negative tensor factorization with missing entries}},
      author = {Durand, Amaury and Roueff, Fran{\c c}ois and Jicquel, Jean-Marc and Paul, Nicolas},
      url = {https://hal.science/hal-03615137},
      journal = {{IEEE Transactions on Signal Processing}},
      publisher = {{Institute of Electrical and Electronics Engineers}},
      volume = {72},
      pages = {2233-2243},
      year = {2024},
      doi = {10.1109/TSP.2024.3392357},
      keywords = {Non-negative tensor decomposition ; Missing values ; Tensor completion ; Smoothness ; PARAFAC ; CP decomposition},
      pdf = {https://hal.science/hal-03615137v1/file/smooth-ntf-hal.pdf},
      hal_id = {hal-03615137},
      hal_version = {v1}
    }
    

16. Model-Based Deep Learning for Music Information Research
    Gael Richard, Vincent Lostanlen, Yi-Hsuan Yang, Meinard Müller
    IEEE Signal Processing Magazine, 2024.
    

    @article{richard:hal-04611461,
      title = {{Model-Based Deep Learning for Music Information Research}},
      author = {Richard, Gael and Lostanlen, Vincent and Yang, Yi-Hsuan and M{\"u}ller, Meinard},
      url = {https://hal.science/hal-04611461},
      journal = {{IEEE Signal Processing Magazine}},
      publisher = {{Institute of Electrical and Electronics Engineers}},
      year = {2024},
      pdf = {https://hal.science/hal-04611461v2/file/2024-Model-based%20Deep%20Learning%20for%20MIR.pdf},
      hal_id = {hal-04611461},
      hal_version = {v2}
    }
    

17. Self-Supervised Learning of Multi-level Audio Representations for Music Segmentation
    Morgan Buisson, Brian Mcfee, Slim Essid, Hélène Crayencour
    IEEE/ACM Transactions on Audio, Speech and Language Processing, 2024.
    

    @article{buisson:hal-04485065,
      title = {{Self-Supervised Learning of Multi-level Audio Representations for Music Segmentation}},
      author = {Buisson, Morgan and Mcfee, Brian and Essid, Slim and Crayencour, H{\'e}l{\`e}ne},
      url = {https://hal.science/hal-04485065},
      journal = {{IEEE/ACM Transactions on Audio, Speech and Language Processing}},
      publisher = {{Institute of Electrical and Electronics Engineers}},
      pages = {1-13},
      year = {2024},
      doi = {10.1109/TASLP.2024.3379894},
      keywords = {Music structure analysis ; structural segmentation ; representation learning},
      pdf = {https://hal.science/hal-04485065v1/file/Buisson.pdf},
      hal_id = {hal-04485065},
      hal_version = {v1}
    }
    

Technical Reports

1. Degradation-Invariant Music Indexing
   Rémi Mignot, Geoffroy Peeters
   March 2024.
   

   @techreport{mignot:hal-04486105,
     title = {{Degradation-Invariant Music Indexing}},
     author = {Mignot, R{\'e}mi and Peeters, Geoffroy},
     url = {https://hal.science/hal-04486105},
     institution = {{STMS - Sciences et Technologies de la Musique et du Son UMR 9912 IRCAM-CNRS-Sorbonne Universit{\'e}}},
     year = {2024},
     month = mar,
     keywords = {Audio indexing ; Audio descriptors},
     pdf = {https://hal.science/hal-04486105v1/file/Mignot_2024_Degr-Inv_Music_Index.pdf},
     hal_id = {hal-04486105},
     hal_version = {v1}
   }
   

proceedings

1. On Ranking-based Tests of Independence
   Myrto Limnios, Stéphan Clémençon
   International Conference on Artificial Intelligence and Statistics, 2024.
   

   @proceedings{limnios:hal-04500114,
     title = {{On Ranking-based Tests of Independence}},
     author = {Limnios, Myrto and Cl{\'e}men{\c c}on, St{\'e}phan},
     url = {https://hal.science/hal-04500114},
     booktitle = {{International Conference on Artificial Intelligence and Statistics}},
     year = {2024},
     keywords = {Independence test ; Bipartite ranking ; Two-sample linear rank statistics ; Nonparametric statistics ; Multivariate statistics},
     pdf = {https://hal.science/hal-04500114v1/file/main_independence.pdf},
     hal_id = {hal-04500114},
     hal_version = {v1}
   }
   

2023

Unpublished

1. Character Recognition in Byzantine Seals with Deep Neural Networks
   Théophile Rageau, Laurence Likforman-Sulem, Attilio Fiandrotti, Victoria Eyharabide, Béatrice Caseau, Jean-Claude Cheynet
   February 2023. working pape....
   

   @unpublished{rageau:hal-04410338,
     title = {{Character Recognition in Byzantine Seals with Deep Neural Networks}},
     author = {Rageau, Th{\'e}ophile and Likforman-Sulem, Laurence and Fiandrotti, Attilio and Eyharabide, Victoria and Caseau, B{\'e}atrice and Cheynet, Jean-Claude},
     url = {https://hal.science/hal-04410338},
     note = {working paper or preprint},
     year = {2023},
     month = feb,
     keywords = {Byzantine cultural heritage ; Computer-based sigillography ; Seal images ; Character localization ; Character recognition ; Ancient Greek characters ; Deep nets ; Object detector},
     pdf = {https://hal.science/hal-04410338v1/file/2401.10741.pdf},
     hal_id = {hal-04410338},
     hal_version = {v1}
   }
   

2023 [91 publications]

2024

Unpublished

1. Towards More Robust NLP System Evaluation: Handling Missing Scores in Benchmarks
   Pierre Colombo, Anas Himmi, Ekhine Irurozki, Nathan Noiry, Stéphan Clémençon
   May 2024. working pape....
   

   @unpublished{colombo:hal-04575102,
     title = {{Towards More Robust NLP System Evaluation: Handling Missing Scores in Benchmarks}},
     author = {Colombo, Pierre and Himmi, Anas and Irurozki, Ekhine and Noiry, Nathan and Cl{\'e}men{\c c}on, St{\'e}phan},
     url = {https://hal.science/hal-04575102},
     note = {working paper or preprint},
     year = {2024},
     month = may,
     pdf = {https://hal.science/hal-04575102v1/file/2305.10284v1.pdf},
     hal_id = {hal-04575102},
     hal_version = {v1}
   }
   

2. Tailoring Mixup to Data using Kernel Warping functions
   Quentin Bouniot, Pavlo Mozharovskyi, Florence d’Alché-Buc
   April 2024. working pape....
   

   @unpublished{bouniot:hal-04552478,
     title = {{Tailoring Mixup to Data using Kernel Warping functions}},
     author = {Bouniot, Quentin and Mozharovskyi, Pavlo and d'Alch{\'e}-Buc, Florence},
     url = {https://hal.science/hal-04552478},
     note = {working paper or preprint},
     year = {2024},
     month = apr,
     keywords = {mixup ; calibration ; classification ; regression},
     pdf = {https://hal.science/hal-04552478v1/file/main.pdf},
     hal_id = {hal-04552478},
     hal_version = {v1}
   }
   

2023

proceedings

1. Unbalanced CO-Optimal Transport
   Quang Huy Tran, Hicham Janati, Nicolas Courty, Rémi Flamary, Ievgen Redko, Pinar Demetci, Ritambhara Singh
   Thirty-Seventh AAAI Conference on Artificial Intelligence, June 2023.
   

   @proceedings{tran:hal-04390005,
     title = {{Unbalanced CO-Optimal Transport}},
     author = {Tran, Quang Huy and Janati, Hicham and Courty, Nicolas and Flamary, R{\'e}mi and Redko, Ievgen and Demetci, Pinar and Singh, Ritambhara},
     url = {https://hal.science/hal-04390005},
     booktitle = {{Thirty-Seventh AAAI Conference on Artificial Intelligence}},
     volume = {37},
     number = {8},
     pages = {10006-10016},
     year = {2023},
     month = jun,
     doi = {10.1609/aaai.v37i8.26193},
     pdf = {https://hal.science/hal-04390005v1/file/2205.14923.pdf},
     hal_id = {hal-04390005},
     hal_version = {v1}
   }
   

2. Locally differentially private estimation of nonlinear functionals of discrete distributions
   Cristina Butucea, Yann Issartel
   NeurIPS 2021 : Thirty-fifth Annual Conference on Neural Information Processing Systems, 2023.
   

   @proceedings{butucea:hal-04579264,
     title = {{Locally differentially private estimation of nonlinear functionals of discrete distributions}},
     author = {Butucea, Cristina and Issartel, Yann},
     url = {https://hal.science/hal-04579264},
     booktitle = {{NeurIPS 2021 : Thirty-fifth Annual Conference on Neural Information Processing Systems}},
     publisher = {{Morgan Kaufmann Publishers}},
     year = {2023},
     hal_id = {hal-04579264},
     hal_version = {v1}
   }
   

Conference Articles

1. Resilient Multiple Choice Learning: A learned scoring scheme with application to audio scene analysis
   Victor Letzelter, Mathieu Fontaine, Mickaël Chen, Patrick Pérez, Slim Essid, Gael Richard
   Advances in neural information processing systems, New Orleans, United States, December 2023.
   

   @inproceedings{letzelter:hal-04216055,
     title = {{Resilient Multiple Choice Learning: A learned scoring scheme with application to audio scene analysis}},
     author = {Letzelter, Victor and Fontaine, Mathieu and Chen, Micka{\"e}l and P{\'e}rez, Patrick and Essid, Slim and Richard, Gael},
     url = {https://hal.science/hal-04216055},
     booktitle = {{Advances in neural information processing systems}},
     address = {New Orleans, United States},
     year = {2023},
     month = dec,
     pdf = {https://hal.science/hal-04216055v1/file/neurips_2023.pdf},
     hal_id = {hal-04216055},
     hal_version = {v1}
   }
   

2. Active Bipartite Ranking
   James Cheshire, Stéphan Clémençon, Vincent Laurent
   Thirty-seventh Annual Conference on Neural Information Processing Systems, New Orleans, United States, December 2023.
   

   @inproceedings{cheshire:hal-04242023,
     title = {{Active Bipartite Ranking}},
     author = {Cheshire, James and Cl{\'e}men{\c c}on, St{\'e}phan and Laurent, Vincent},
     url = {https://hal.science/hal-04242023},
     booktitle = {{Thirty-seventh Annual Conference on Neural Information Processing Systems}},
     address = {New Orleans, United States},
     year = {2023},
     month = dec,
     pdf = {https://hal.science/hal-04242023v2/file/active_ranking-25.pdf},
     hal_id = {hal-04242023},
     hal_version = {v2}
   }
   

3. Fair Text Classification with Wasserstein Independence
   Thibaud Leteno, Antoine Gourru, Charlotte Laclau, Rémi Emonet, Christophe Gravier
   2023 Conference on Empirical Methods in Natural Language Processing, Singapore, Singapore, December 2023.
   

   @inproceedings{leteno:hal-04390768,
     title = {{Fair Text Classification with Wasserstein Independence}},
     author = {Leteno, Thibaud and Gourru, Antoine and Laclau, Charlotte and Emonet, R{\'e}mi and Gravier, Christophe},
     url = {https://hal.science/hal-04390768},
     booktitle = {{2023 Conference on Empirical Methods in Natural Language Processing}},
     address = {Singapore, Singapore},
     publisher = {{Association for Computational Linguistics}},
     pages = {15790-15803},
     year = {2023},
     month = dec,
     doi = {10.18653/v1/2023.emnlp-main.978},
     pdf = {https://hal.science/hal-04390768v1/file/2023.emnlp-main.978.pdf},
     hal_id = {hal-04390768},
     hal_version = {v1}
   }
   

4. Toward Stronger Textual Attack Detectors
   Pierre Colombo, Marine Picot, Nathan Noiry, Guillaume Staerman, Pablo Piantanida
   2023 Conference on Empirical Methods in Natural Language Processing (EMNLP 2023), Singapour, Singapore, December 2023.
   

   @inproceedings{colombo:hal-04574946,
     title = {{Toward Stronger Textual Attack Detectors}},
     author = {Colombo, Pierre and Picot, Marine and Noiry, Nathan and Staerman, Guillaume and Piantanida, Pablo},
     url = {https://hal.science/hal-04574946},
     booktitle = {{2023 Conference on Empirical Methods in Natural Language Processing (EMNLP 2023)}},
     address = {Singapour, Singapore},
     publisher = {{Association for Computational Linguistics}},
     pages = {484-505},
     year = {2023},
     month = dec,
     doi = {10.18653/v1/2023.findings-emnlp.35},
     pdf = {https://hal.science/hal-04574946v1/file/2310.14001v1%20%281%29.pdf},
     hal_id = {hal-04574946},
     hal_version = {v1}
   }
   

5. Automatic Analysis of Substantiation in Scientific Peer Reviews
   Yanzhu Guo, Guokan Shang, Virgile Rennard, Michalis Vazirgiannis, Chloé Clavel
   Findings of the Association for Computational Linguistics: EMNLP 2023, Singapore (SG), Singapore, December 2023.
   

   @inproceedings{guo:hal-04593403,
     title = {{Automatic Analysis of Substantiation in Scientific Peer Reviews}},
     author = {Guo, Yanzhu and Shang, Guokan and Rennard, Virgile and Vazirgiannis, Michalis and Clavel, Chlo{\'e}},
     url = {https://hal.science/hal-04593403},
     booktitle = {{Findings of the Association for Computational Linguistics: EMNLP 2023}},
     address = {Singapore (SG), Singapore},
     publisher = {{Association for Computational Linguistics}},
     pages = {10198-10216},
     year = {2023},
     month = dec,
     doi = {10.18653/v1/2023.findings-emnlp.684},
     pdf = {https://hal.science/hal-04593403v1/file/2311.11967v1.pdf},
     hal_id = {hal-04593403},
     hal_version = {v1}
   }
   

6. Comparing a Mentalist and an Interactionist Approach for Trust Analysis in Human-Robot Interaction
   Marc Hulcelle, Giovanna Varni, Nicolas Rollet, Chloé Clavel
   HAI ’23: International Conference on Human-Agent Interaction, Gothenburg, Sweden, December 2023.
   

   @inproceedings{hulcelle:hal-04644398,
     title = {{Comparing a Mentalist and an Interactionist Approach for Trust Analysis in Human-Robot Interaction}},
     author = {Hulcelle, Marc and Varni, Giovanna and Rollet, Nicolas and Clavel, Chlo{\'e}},
     url = {https://hal.science/hal-04644398},
     booktitle = {{HAI '23: International Conference on Human-Agent Interaction}},
     address = {Gothenburg, Sweden},
     publisher = {{ACM}},
     pages = {273-280},
     year = {2023},
     month = dec,
     doi = {10.1145/3623809.3623840},
     keywords = {Computer systems organization $\rightarrow$ Robotics HRI Trust Interactional Sociology Psychology Methodologies ; Computer systems organization $\rightarrow$ Robotics HRI ; Trust ; Interactional Sociology ; Psychology ; Methodologies},
     pdf = {https://hal.science/hal-04644398v1/file/Socio_vs_psycho_HRI_Late.pdf},
     hal_id = {hal-04644398},
     hal_version = {v1}
   }
   

7. Singer Identity Representation Learning using Self-Supervised Techniques
   Bernardo Torres, Stefan Lattner, Gael Richard
   International Society for Music Information Retrieval Conference (ISMIR 2023), Milan, Italy, November 2023.
   

   @inproceedings{torres:hal-04186048,
     title = {{Singer Identity Representation Learning using Self-Supervised Techniques}},
     author = {Torres, Bernardo and Lattner, Stefan and Richard, Gael},
     url = {https://telecom-paris.hal.science/hal-04186048},
     booktitle = {{International Society for Music Information Retrieval Conference (ISMIR 2023)}},
     address = {Milan, Italy},
     year = {2023},
     month = nov,
     pdf = {https://telecom-paris.hal.science/hal-04186048v1/file/ISMIR_singer_id%20%2832%29.pdf},
     hal_id = {hal-04186048},
     hal_version = {v1}
   }
   

8. A Novel Information-Theoretic Objective to Disentangle Representations for Fair Classification
   Pierre Colombo, Nathan Noiry, Guillaume Staerman, Pablo Piantanida
   IJCNLP-AACL 2023 : The 13th International Joint Conference on Natural Language Processing and the 3rd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics, Nusa Dua, Bali, Indonesia, November 2023.
   

   @inproceedings{colombo:hal-04574970,
     title = {{A Novel Information-Theoretic Objective to Disentangle Representations for Fair Classification}},
     author = {Colombo, Pierre and Noiry, Nathan and Staerman, Guillaume and Piantanida, Pablo},
     url = {https://hal.science/hal-04574970},
     booktitle = {{IJCNLP-AACL 2023 : The 13th International Joint Conference on Natural Language Processing and the 3rd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics}},
     address = {Nusa Dua, Bali, Indonesia},
     publisher = {{Association for Computational Linguistics}},
     pages = {184-198},
     year = {2023},
     month = nov,
     doi = {10.18653/v1/2023.findings-ijcnlp.17},
     pdf = {https://hal.science/hal-04574970v1/file/2310.13990v1.pdf},
     hal_id = {hal-04574970},
     hal_version = {v1}
   }
   

9. THE HI-AUDIO ONLINE PLATFORM FOR DISTRIBUTED MUSIC CROWDSOURCING DATABASE COLLECTION
   Jose Manuel Gil Panal, Aurélien David, Gael Richard
   Late Breaking Demo - International Society for Music Information Retrieval Conference (ISMIR), Milan (Italie), Italy, November 2023.
   

   @inproceedings{gilpanal:hal-04265346,
     title = {{THE HI-AUDIO ONLINE PLATFORM FOR DISTRIBUTED MUSIC CROWDSOURCING DATABASE COLLECTION}},
     author = {Gil Panal, Jose Manuel and David, Aur{\'e}lien and Richard, Gael},
     url = {https://telecom-paris.hal.science/hal-04265346},
     booktitle = {{Late Breaking Demo - International Society for Music Information Retrieval Conference (ISMIR)}},
     address = {Milan (Italie), Italy},
     year = {2023},
     month = nov,
     pdf = {https://telecom-paris.hal.science/hal-04265346v1/file/Paper_template_for_ISMIR_LBD-5%20%281%29.pdf},
     hal_id = {hal-04265346},
     hal_version = {v1}
   }
   

10. A Repetition-based Triplet Mining Approach for Music Segmentation
    Morgan Buisson, Brian Mcfee, Slim Essid, Helene-Camille Crayencour
    International Society for Music Information Retrieval (ISMIR), Milan, Italy, November 2023.
    

    @inproceedings{buisson:hal-04202766,
      title = {{A Repetition-based Triplet Mining Approach for Music Segmentation}},
      author = {Buisson, Morgan and Mcfee, Brian and Essid, Slim and Crayencour, Helene-Camille},
      url = {https://hal.science/hal-04202766},
      booktitle = {{International Society for Music Information Retrieval (ISMIR)}},
      address = {Milan, Italy},
      year = {2023},
      month = nov,
      keywords = {Music Structure Analysis ; Deep Learning},
      pdf = {https://hal.science/hal-04202766v1/file/A%20Repetition-Based%20Triplet%20Mining%20Approach%20for%20Music%20Segmentation.pdf},
      hal_id = {hal-04202766},
      hal_version = {v1}
    }
    

11. Self-Similarity-Based and Novelty-based loss for music structure analysis
    Geoffroy Peeters
    Conference of the International Society for Music Information Retrieval, Milano, Italy, November 2023.
    

    @inproceedings{peeters:hal-04155178,
      title = {{Self-Similarity-Based and Novelty-based loss for music structure analysis}},
      author = {Peeters, Geoffroy},
      url = {https://telecom-paris.hal.science/hal-04155178},
      booktitle = {{Conference of the International Society for Music Information Retrieval}},
      address = {Milano, Italy},
      year = {2023},
      month = nov,
      keywords = {Music information retrieval ; Deep learning ; Feature learning},
      hal_id = {hal-04155178},
      hal_version = {v1}
    }
    

12. PESTO: Pitch Estimation with Self-supervised Transposition-equivariant Objective
    Alain Riou, Stefan Lattner, Gaëtan Hadjeres, Geoffroy Peeters
    International Society for Music Information Retrieval Conference (ISMIR 2023), Milan, Italy, November 2023.
    

    @inproceedings{riou:hal-04260042,
      title = {{PESTO: Pitch Estimation with Self-supervised Transposition-equivariant Objective}},
      author = {Riou, Alain and Lattner, Stefan and Hadjeres, Ga{\"e}tan and Peeters, Geoffroy},
      url = {https://hal.science/hal-04260042},
      booktitle = {{International Society for Music Information Retrieval Conference (ISMIR 2023)}},
      address = {Milan, Italy},
      year = {2023},
      month = nov,
      doi = {10.48550/arXiv.2309.02265},
      keywords = {Audio and Speech Processing (eess.AS) ; Sound (cs.SD) ; Self-supervised learning ; Equivariance ; Pitch estimation ; F0 estimation ; Deep learning},
      pdf = {https://hal.science/hal-04260042v1/file/PESTO.pdf},
      hal_id = {hal-04260042},
      hal_version = {v1}
    }
    

13. Transfer Learning and Bias Correction with Pre-trained Audio Embeddings
    Changhong Wang, Gaël Richard, Brian Mcfee
    The 24th conference of the International Society for Music Information Retrieval (ISMIR), Milan, Italy, November 2023.
    

    @inproceedings{wang:hal-04160013,
      title = {{Transfer Learning and Bias Correction with Pre-trained Audio Embeddings}},
      author = {Wang, Changhong and Richard, Ga{\"e}l and Mcfee, Brian},
      url = {https://hal.science/hal-04160013},
      booktitle = {{The 24th conference of the International Society for Music Information Retrieval (ISMIR)}},
      address = {Milan, Italy},
      year = {2023},
      month = nov,
      keywords = {Pre-trained audio embeddings ; Bias correction ; Transfer learning ; Domain adaptation ; music information retrieval},
      pdf = {https://hal.science/hal-04160013v1/file/ISMIR2023%20Transfer%20Learning%20and%20Bias%20Correction%20with%20Pre-trained%20Audio%20Embeddings.pdf},
      hal_id = {hal-04160013},
      hal_version = {v1}
    }
    

14. Dodging the Double Descent in Deep Neural Networks
    Victor Quétu, Enzo Tartaglione
    2023 IEEE International Conference on Image Processing (ICIP), Kuala Lumpur, Malaysia, October 2023.
    

    @inproceedings{quetu:hal-04206447,
      title = {{Dodging the Double Descent in Deep Neural Networks}},
      author = {Qu{\'e}tu, Victor and Tartaglione, Enzo},
      url = {https://telecom-paris.hal.science/hal-04206447},
      booktitle = {{2023 IEEE International Conference on Image Processing (ICIP)}},
      address = {Kuala Lumpur, Malaysia},
      publisher = {{IEEE}},
      pages = {1625-1629},
      year = {2023},
      month = oct,
      doi = {10.1109/ICIP49359.2023.10222624},
      keywords = {Deep learning ; Training ; Image processing ; Artificial neural networks},
      hal_id = {hal-04206447},
      hal_version = {v1}
    }
    

15. Time-Domain Audio Source Separation Based on Gaussian Processes with Deep Kernel Learning
    Aditya Arie Nugraha, Diego Di Carlo, Yoshiaki Bando, Mathieu Fontaine, Kazuyoshi Yoshii
    WASPAA, New Paltz, France, October 2023.
    

    @inproceedings{nugraha:hal-04172863,
      title = {{Time-Domain Audio Source Separation Based on Gaussian Processes with Deep Kernel Learning}},
      author = {Nugraha, Aditya Arie and Carlo, Diego Di and Bando, Yoshiaki and Fontaine, Mathieu and Yoshii, Kazuyoshi},
      url = {https://hal.science/hal-04172863},
      booktitle = {{WASPAA}},
      address = {New Paltz, France},
      year = {2023},
      month = oct,
      keywords = {Time-domain audio source separation Gaussian processes deep kernel learning ; Time-domain audio source separation ; Gaussian processes ; deep kernel learning},
      pdf = {https://hal.science/hal-04172863v1/file/_WASPAA_23__Time_Domain_Audio_Source_Separation_Based_on_Gaussian_Processes_with_Deep_Kernel_Learning-1.pdf},
      hal_id = {hal-04172863},
      hal_version = {v1}
    }
    

16. Can Unstructured Pruning Reduce the Depth in Deep Neural Networks?
    Zhu Liao, Victor Quétu, Van-Tam Nguyen, Enzo Tartaglione
    Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops, Paris, France, October 2023.
    

    @inproceedings{liao:hal-04254405,
      title = {{Can Unstructured Pruning Reduce the Depth in Deep Neural Networks?}},
      author = {Liao, Zhu and Qu{\'e}tu, Victor and Nguyen, Van-Tam and Tartaglione, Enzo},
      url = {https://hal.science/hal-04254405},
      booktitle = {{Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}},
      address = {Paris, France},
      year = {2023},
      month = oct,
      hal_id = {hal-04254405},
      hal_version = {v1}
    }
    

17. The Robust Semantic Segmentation UNCV2023 Challenge Results
    Xuanlong Yu, Juan C Sanmiguel, Xiaowen Zhang, Marcos Escudero-Viñolo, Rui Peng, Hanlin Tian, Xinyi Wang, Kenta Matsui, Jiaxuan Zhao, Tianhao Wang, Junpei Zhang, Fahmy Adan, Zitao Wang, Zhitong Gao, Xuming He, Yuting Yang, Quentin Bouniot, Fang Liu, Hossein Moghaddam, Yi Zuo, Shyam Nandan Rai, Kexin Zhang, Fabio Cermelli, Roberto Alcover-Couso, Carlo Masone, Licheng Jiao, Andrea Pilzer, Elisa Ricci, Andrei Bursuc, Arno Solin, Martin Trapp, Rui Li, Angela Yao, Wenlong Chen, Ivor Simpson, Neill D. F. Campbell, Gianni Franchi
    2023 IEEE/CVF International Conference on Computer Vision (ICCVW) Workshops, Paris, France, October 2023.
    

    @inproceedings{yu:hal-04321188,
      title = {{The Robust Semantic Segmentation UNCV2023 Challenge Results}},
      author = {Yu, Xuanlong and Sanmiguel, Juan C and Zhang, Xiaowen and Escudero-Vi{\~n}olo, Marcos and Peng, Rui and Tian, Hanlin and Wang, Xinyi and Matsui, Kenta and Zhao, Jiaxuan and Wang, Tianhao and Zhang, Junpei and Adan, Fahmy and Wang, Zitao and Gao, Zhitong and He, Xuming and Yang, Yuting and Bouniot, Quentin and Liu, Fang and Moghaddam, Hossein and Zuo, Yi and Nandan Rai, Shyam and Zhang, Kexin and Cermelli, Fabio and Alcover-Couso, Roberto and Masone, Carlo and Jiao, Licheng and Pilzer, Andrea and Ricci, Elisa and Bursuc, Andrei and Solin, Arno and Trapp, Martin and Li, Rui and Yao, Angela and Chen, Wenlong and Simpson, Ivor and Campbell, Neill D. F. and Franchi, Gianni},
      url = {https://hal.science/hal-04321188},
      booktitle = {{2023 IEEE/CVF International Conference on Computer Vision (ICCVW) Workshops}},
      address = {Paris, France},
      publisher = {{IEEE}},
      series = {2023 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW)},
      pages = {4620-4630},
      year = {2023},
      month = oct,
      doi = {10.1109/iccvw60793.2023.00496},
      keywords = {Adaptation models ; Computer vision ; Uncertainty ; Semantic segmentation ; Urban areas ; Machine learning ; Data augmentation ; Deep neural networks ; Uncertainty estimation ; Robust artificial intelligence ; Challenge},
      pdf = {https://hal.science/hal-04321188v1/file/2309.15478.pdf},
      hal_id = {hal-04321188},
      hal_version = {v1}
    }
    

18. Insights Into the Importance of Linguistic Textual Features on the Persuasiveness of Public Speaking
    Alisa Barkar, Mathieu Chollet, Beatrice Biancardi, Chloe Clavel
    iCMI 2023: 25th International Conference on Multimodal Interaction, Paris, France, October 2023.
    

    @inproceedings{barkar:hal-04251755,
      title = {{Insights Into the Importance of Linguistic Textual Features on the Persuasiveness of Public Speaking}},
      author = {Barkar, Alisa and Chollet, Mathieu and Biancardi, Beatrice and Clavel, Chloe},
      url = {https://hal.science/hal-04251755},
      booktitle = {{iCMI 2023: 25th International Conference on Multimodal Interaction}},
      address = {Paris, France},
      pages = {51-55},
      year = {2023},
      month = oct,
      doi = {10.1145/3610661.3617161},
      keywords = {Public speaking ; multimodal system ; deep learning ; explainable artifcial intelligence ; behavioural models ; Public speaking multimodal system deep learning explainable artificial intelligence behavioural models ; explainable artificial intelligence},
      pdf = {https://hal.science/hal-04251755v1/file/ICMI_short_author_version.pdf},
      hal_id = {hal-04251755},
      hal_version = {v1}
    }
    

19. Overview of Touché 2023: Argument and Causal Retrieval
    Alexander Bondarenko, Maik Fröbe, Johannes Kiesel, Ferdinand Schlatt, Valentin Barriere, Brian Ravenet, Léo Hemamou, Simon Luck, Jan Heinrich Reimer, Benno Stein, Martin Potthast, Matthias Hagen
    14th Conference and Labs of Evaluation Forum, Thessalokini, Greece, September 2023.
    

    @inproceedings{bondarenko:hal-04440353,
      title = {{Overview of~Touch{\'e} 2023: Argument and~Causal Retrieval}},
      author = {Bondarenko, Alexander and Fr{\"o}be, Maik and Kiesel, Johannes and Schlatt, Ferdinand and Barriere, Valentin and Ravenet, Brian and Hemamou, L{\'e}o and Luck, Simon and Reimer, Jan Heinrich and Stein, Benno and Potthast, Martin and Hagen, Matthias},
      url = {https://hal.science/hal-04440353},
      booktitle = {{14th Conference and Labs of Evaluation Forum}},
      address = {Thessalokini, Greece},
      publisher = {{Springer Nature Switzerland}},
      series = {Lecture Notes in Computer Science},
      volume = {14163},
      pages = {507-530},
      year = {2023},
      month = sep,
      doi = {10.1007/978-3-031-42448-9\_31},
      hal_id = {hal-04440353},
      hal_version = {v1}
    }
    

20. When to generate hedges in peer-tutoring interactions
    Alafate Abulimiti, Chloé Clavel, Justine Cassell
    SIGDIAL - 24th Meeting of the Special Interest Group on Discourse and Dialogue, Prague, Czech Republic, September 2023. In Proceedin....
    

    @inproceedings{abulimiti:hal-04212792,
      title = {{When to generate hedges in peer-tutoring interactions}},
      author = {Abulimiti, Alafate and Clavel, Chlo{\'e} and Cassell, Justine},
      url = {https://hal.science/hal-04212792},
      note = {In Proceedings of the 16th Annual Conference ub Discourse and Dialogue (SIGDIAL). Sept 11-15, Prague Czechia},
      booktitle = {{SIGDIAL - 24th Meeting of the Special Interest Group on Discourse and Dialogue}},
      address = {Prague, Czech Republic},
      year = {2023},
      month = sep,
      pdf = {https://hal.science/hal-04212792v1/file/Hedge_Prediction_SIGDIAL23.pdf},
      hal_id = {hal-04212792},
      hal_version = {v1}
    }
    

21. Signal Inpainting from Fourier Magnitudes
    Louis Bahrman, Marina Krémé, Paul Magron, Antoine Deleforge
    EUSIPCO 2023, Helsinki, Finland, September 2023.
    

    @inproceedings{bahrman:hal-03832480,
      title = {{Signal Inpainting from Fourier Magnitudes}},
      author = {Bahrman, Louis and Kr{\'e}m{\'e}, Marina and Magron, Paul and Deleforge, Antoine},
      url = {https://hal.science/hal-03832480},
      booktitle = {{EUSIPCO 2023}},
      address = {Helsinki, Finland},
      year = {2023},
      month = sep,
      doi = {10.23919/EUSIPCO58844.2023.10289727},
      keywords = {Signal inpainting ; phase retrieval ; audio restoration ; convex relaxation ; alternating minimization},
      pdf = {https://hal.science/hal-03832480v3/file/main.pdf},
      hal_id = {hal-03832480},
      hal_version = {v3}
    }
    

22. Study of historical Byzantine seal images: the BHAI project for computer-based sigillography
    Victoria Eyharabide, Laurence Likforman-Sulem, Lucia Maria Orlandi, Alexandre Binoux, Theophile Rageau, Qijia Huang, Attilio Fiandrotti, Béatrice Caseau, Isabelle Bloch
    ICDAR 2023 International Workshop on Historical Document Imaging and Processing (7th edition) (HIP’23), San José, CA, United States, August 2023.
    

    @inproceedings{eyharabide:hal-04135264,
      title = {{Study of historical Byzantine seal images: the BHAI project for computer-based sigillography}},
      author = {Eyharabide, Victoria and Likforman-Sulem, Laurence and Orlandi, Lucia Maria and Binoux, Alexandre and Rageau, Theophile and Huang, Qijia and Fiandrotti, Attilio and Caseau, B{\'e}atrice and Bloch, Isabelle},
      url = {https://hal.science/hal-04135264},
      booktitle = {{ICDAR 2023 International Workshop on Historical Document Imaging and Processing (7th edition) (HIP'23)}},
      address = {San Jos{\'e}, CA, United States},
      pages = {49-54},
      year = {2023},
      month = aug,
      doi = {10.1145/3604951.3605523},
      keywords = {Byzantine Greek ; Byzantine history ; Seal images ; Deep neural networks ; Character recognition ; Iconography recognition},
      pdf = {https://hal.science/hal-04135264v1/file/hip23-23.pdf},
      hal_id = {hal-04135264},
      hal_version = {v1}
    }
    

23. Speech Self-Supervised Representation Benchmarking: Are We Doing it Right?
    Salah Zaiem, Youcef Kemiche, Titouan Parcollet, Slim Essid, Mirco Ravanelli
    INTERSPEECH 2023, Dublin, Ireland, August 2023.
    

    @inproceedings{zaiem:hal-04216175,
      title = {{Speech Self-Supervised Representation Benchmarking: Are We Doing it Right?}},
      author = {Zaiem, Salah and Kemiche, Youcef and Parcollet, Titouan and Essid, Slim and Ravanelli, Mirco},
      url = {https://hal.science/hal-04216175},
      booktitle = {{INTERSPEECH 2023}},
      address = {Dublin, Ireland},
      publisher = {{ISCA}},
      pages = {2873-2877},
      year = {2023},
      month = aug,
      doi = {10.21437/Interspeech.2023-1087},
      keywords = {self-supervised learning ; representation learning},
      pdf = {https://hal.science/hal-04216175v1/file/zaiem23b_interspeech.pdf},
      hal_id = {hal-04216175},
      hal_version = {v1}
    }
    

24. Automatic Data Augmentation for Domain Adapted Fine-Tuning of Self-Supervised Speech Representations
    Salah Zaiem, Titouan Parcollet, Slim Essid
    INTERSPEECH 2023, Dublin (Ireland), Ireland, August 2023.
    

    @inproceedings{zaiem:hal-04216177,
      title = {{Automatic Data Augmentation for Domain Adapted Fine-Tuning of Self-Supervised Speech Representations}},
      author = {Zaiem, Salah and Parcollet, Titouan and Essid, Slim},
      url = {https://hal.science/hal-04216177},
      booktitle = {{INTERSPEECH 2023}},
      address = {Dublin (Ireland), Ireland},
      publisher = {{ISCA}},
      pages = {67-71},
      year = {2023},
      month = aug,
      doi = {10.21437/Interspeech.2023-1040},
      keywords = {self-supervised learning ; domain adaptation},
      pdf = {https://hal.science/hal-04216177v1/file/zaiem23_interspeech.pdf},
      hal_id = {hal-04216177},
      hal_version = {v1}
    }
    

25. Robust Consensus in Ranking Data Analysis: Definitions, Properties and Computational Issues
    Ekhine Irurozki, Morgane Goibert, Clément Calauzènes, Stéphan Clémençon
    Proceedings of the 40 th International Conference on Machine Learning, Honolulu, United States, July 2023.
    

    @inproceedings{irurozki:hal-04253761,
      title = {{Robust Consensus in Ranking Data Analysis: Definitions, Properties and Computational Issues}},
      author = {Irurozki, Ekhine and Goibert, Morgane and Calauz{\`e}nes, Cl{\'e}ment and Cl{\'e}men{\c c}on, St{\'e}phan},
      url = {https://hal.science/hal-04253761},
      booktitle = {{Proceedings of the 40 th International Conference on Machine Learning}},
      address = {Honolulu, United States},
      year = {2023},
      month = jul,
      pdf = {https://hal.science/hal-04253761v1/file/goibert23a.pdf},
      hal_id = {hal-04253761},
      hal_version = {v1}
    }
    

26. How About Kind of Generating Hedges using End-to-End Neural Models?
    Alafate Abulimiti, Chloé Clavel, Justine Cassell
    61st Annual Meeting of the Association for Computational Linguistics, Toronto, Canada, July 2023.
    

    @inproceedings{abulimiti:hal-04143015,
      title = {{How About Kind of Generating Hedges using End-to-End Neural Models?}},
      author = {Abulimiti, Alafate and Clavel, Chlo{\'e} and Cassell, Justine},
      url = {https://hal.science/hal-04143015},
      booktitle = {{61st Annual Meeting of the Association for Computational Linguistics}},
      address = {Toronto, Canada},
      year = {2023},
      month = jul,
      keywords = {Natural Language Generation NLG ; Natural Language Processing ; Dialogue System ; Peer-Tutoring},
      pdf = {https://hal.science/hal-04143015v1/file/Hedge_Generation_ACL23_final.pdf},
      hal_id = {hal-04143015},
      hal_version = {v1}
    }
    

27. Optimized preprocessing and Tiny ML for Attention State Classification
    Yinghao Wang, Rémi Nahon, Enzo Tartaglione, Pavlo Mozharovskyi, Van-Tam Nguyen
    2023 IEEE Statistical Signal Processing Workshop (SSP), Hanoi, Vietnam, July 2023.
    

    @inproceedings{wang:hal-04254122,
      title = {{Optimized preprocessing and Tiny ML for Attention State Classification}},
      author = {Wang, Yinghao and Nahon, R{\'e}mi and Tartaglione, Enzo and Mozharovskyi, Pavlo and Nguyen, Van-Tam},
      url = {https://hal.science/hal-04254122},
      booktitle = {{2023 IEEE Statistical Signal Processing Workshop (SSP)}},
      address = {Hanoi, Vietnam},
      publisher = {{IEEE}},
      pages = {695-699},
      year = {2023},
      month = jul,
      doi = {10.1109/SSP53291.2023.10207930},
      keywords = {Machine learning algorithms ; Signal processing algorithms ; Medical services ; Machine learning ; Feature extraction ; Electroencephalography ; Classification algorithms},
      hal_id = {hal-04254122},
      hal_version = {v1}
    }
    

28. Measuring Lexico-Semantic Alignment in Debates with Contextualized Word Representations
    Aina Garí Soler, Matthieu Labeau, Chloé Clavel
    Proceedings of the First Workshop on Social Influence in Conversations (SICon 2023), Toronto, Canada, July 2023.
    

    @inproceedings{garisoler:hal-04593478,
      title = {{Measuring Lexico-Semantic Alignment in Debates with Contextualized Word Representations}},
      author = {Gar{\'i} Soler, Aina and Labeau, Matthieu and Clavel, Chlo{\'e}},
      url = {https://hal.science/hal-04593478},
      booktitle = {{Proceedings of the First Workshop on Social Influence in Conversations (SICon 2023)}},
      address = {Toronto, Canada},
      publisher = {{Association for Computational Linguistics}},
      pages = {50-63},
      year = {2023},
      month = jul,
      doi = {10.18653/v1/2023.sicon-1.6},
      pdf = {https://hal.science/hal-04593478v1/file/2023.sicon-1.6.pdf},
      hal_id = {hal-04593478},
      hal_version = {v1}
    }
    

29. Participation de l’équipe TTGV à DEFT 2023 : Réponse automatique à des QCM issus d’examens en pharmacie
    Andréa Blivet, Solène Degrutère, Barbara Gendron, Aurélien Renault, Cyrille Siouffi, Vanessa Gaudray Bouju, Christophe Cerisara, Hélène Flamein, Gaël Guibon, Matthieu Labeau, Tom Rousseau
    CORIA TALN RJCRI RECITAL 2023, Paris, France, June 2023.
    

    @inproceedings{blivet:hal-04131585,
      title = {{Participation de l'{\'e}quipe TTGV {\`a} DEFT 2023~: R{\'e}ponse automatique {\`a} des QCM issus d'examens en pharmacie}},
      author = {Blivet, Andr{\'e}a and Degrut{\`e}re, Sol{\`e}ne and Gendron, Barbara and Renault, Aur{\'e}lien and Siouffi, Cyrille and Gaudray Bouju, Vanessa and Cerisara, Christophe and Flamein, H{\'e}l{\`e}ne and Guibon, Ga{\"e}l and Labeau, Matthieu and Rousseau, Tom},
      url = {https://hal.science/hal-04131585},
      booktitle = {{CORIA TALN RJCRI RECITAL 2023}},
      address = {Paris, France},
      publisher = {{ATALA}},
      pages = {23-38},
      year = {2023},
      month = jun,
      keywords = {classification ; multiclasse ; multi{\'e}tiquette ; approches g{\'e}n{\'e}ratives},
      pdf = {https://hal.science/hal-04131585v1/file/deft.pdf},
      hal_id = {hal-04131585},
      hal_version = {v1}
    }
    

30. Un mot, deux facettes : traces des opinions dans les représentations contextualisées des mots
    Aina Garí Soler, Matthieu Labeau, Chloe Clavel
    18e Conférence en Recherche d’Information et Applications – 16e Rencontres Jeunes Chercheurs en RI – 30e Conférence sur le Traitement Automatique des Langues Naturelles – 25e Rencontre des Étudiants Chercheurs en Informatique pour le Traitement Automatique des Langues, Paris, France, June 2023.
    

    @inproceedings{garisoler:hal-04130213,
      title = {{Un mot, deux facettes : traces des opinions dans les repr{\'e}sentations contextualis{\'e}es des mots}},
      author = {Gar{\'i} Soler, Aina and Labeau, Matthieu and Clavel, Chloe},
      url = {https://hal.science/hal-04130213},
      booktitle = {{18e Conf{\'e}rence en Recherche d'Information et Applications -- 16e Rencontres Jeunes Chercheurs en RI -- 30e Conf{\'e}rence sur le Traitement Automatique des Langues Naturelles -- 25e Rencontre des {\'E}tudiants Chercheurs en Informatique pour le Traitement Automatique des Langues}},
      address = {Paris, France},
      editor = {Servan, Christophe and Vilnat, Anne},
      publisher = {{ATALA}},
      pages = {49-57},
      year = {2023},
      month = jun,
      keywords = {repr{\'e}sentations contextualis{\'e}es ; changement s{\'e}mantique ; d{\'e}tection de point de vue},
      pdf = {https://hal.science/hal-04130213v1/file/458317.pdf},
      hal_id = {hal-04130213},
      hal_version = {v1}
    }
    

31. Protocole d’annotation multi-label pour une nouvelle approche à la génération de réponse socio-émotionnelle orientée-tâche
    Lorraine Vanel, Alya Yacoubi, Chloe Clavel
    18e Conférence en Recherche d’Information et Applications – 16e Rencontres Jeunes Chercheurs en RI – 30e Conférence sur le Traitement Automatique des Langues Naturelles – 25e Rencontre des Étudiants Chercheurs en Informatique pour le Traitement Automatique des Langues, Paris, France, June 2023.
    

    @inproceedings{vanel:hal-04130132,
      title = {{Protocole d'annotation multi-label pour une nouvelle approche {\`a} la g{\'e}n{\'e}ration de r{\'e}ponse socio-{\'e}motionnelle orient{\'e}e-t{\^a}che}},
      author = {Vanel, Lorraine and Yacoubi, Alya and Clavel, Chloe},
      url = {https://hal.science/hal-04130132},
      booktitle = {{18e Conf{\'e}rence en Recherche d'Information et Applications -- 16e Rencontres Jeunes Chercheurs en RI -- 30e Conf{\'e}rence sur le Traitement Automatique des Langues Naturelles -- 25e Rencontre des {\'E}tudiants Chercheurs en Informatique pour le Traitement Automatique des Langues}},
      address = {Paris, France},
      editor = {Servan, Christophe and Vilnat, Anne},
      publisher = {{ATALA}},
      pages = {335-348},
      year = {2023},
      month = jun,
      keywords = {G{\'e}n{\'e}ration de R{\'e}ponse {\'E}motionnelle ; Dialogue Social ; Syst{\`e}me Conversationnel Socio ; {\'E}motionnel ; Pr{\'e}diction Socio ; {\'E}motionnelle ; Protocole d'Annotation},
      pdf = {https://hal.science/hal-04130132v1/file/459794.pdf},
      hal_id = {hal-04130132},
      hal_version = {v1}
    }
    

32. Cosmopolite Sound Monitoring (CoSMo): A Study of Urban Sound Event Detection Systems Generalizing to Multiple Cities
    Florian Angulo, Slim Essid, Geoffroy Peeters, Christophe Mietlicki
    ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Rhodes Island, Greece, June 2023. Copyright 20....
    

    @inproceedings{angulo:hal-04093374,
      title = {{Cosmopolite Sound Monitoring (CoSMo): A Study of Urban Sound Event Detection Systems Generalizing to Multiple Cities}},
      author = {Angulo, Florian and Essid, Slim and Peeters, Geoffroy and Mietlicki, Christophe},
      url = {https://hal.science/hal-04093374},
      note = {Copyright 2023 IEEE. Published in ICASSP 2023 -- 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), scheduled for 4-9 June 2023 in Rhodes Island, Greece. Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works, must be obtained from the IEEE. Contact: Manager, Copyrights and Permissions / IEEE Service Center / 445 Hoes Lane / P.O. Box 1331 / Piscataway, NJ 08855-1331, USA. Telephone: + Intl. 908-562-3966.},
      booktitle = {{ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)}},
      address = {Rhodes Island, Greece},
      publisher = {{IEEE}},
      pages = {1-5},
      year = {2023},
      month = jun,
      doi = {10.1109/ICASSP49357.2023.10095833},
      keywords = {Sound Event Detection (SED) ; Far-field urban audio recordings ; Urban Sound Monitoring},
      pdf = {https://hal.science/hal-04093374v1/file/CoSMo_camera_ready_ICASSP_Florian-1.pdf},
      hal_id = {hal-04093374},
      hal_version = {v1}
    }
    

33. Explainable Audio Classification of Playing Techniques with Layer-wise Relevance Propagation
    Changhong Wang, Vincent Lostanlen, Mathieu Lagrange
    2023 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Rhodes, Greece, June 2023.
    

    @inproceedings{wang:hal-04029145,
      title = {{Explainable Audio Classification of Playing Techniques with Layer-wise Relevance Propagation}},
      author = {Wang, Changhong and Lostanlen, Vincent and Lagrange, Mathieu},
      url = {https://hal.science/hal-04029145},
      booktitle = {{2023 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)}},
      address = {Rhodes, Greece},
      publisher = {{IEEE}},
      pages = {1-5},
      year = {2023},
      month = jun,
      doi = {10.1109/ICASSP49357.2023.10095894},
      keywords = {Layer-wise relevance propagation ; scattering transform ; playing technique recognition ; music signal analysis},
      pdf = {https://hal.science/hal-04029145v1/file/wang_ICASSP23_final.pdf},
      hal_id = {hal-04029145},
      hal_version = {v1}
    }
    

34. An Adaptive Layer to Leverage Both Domain and Task Specific Information from Scarce Data
    Gaël Guibon, Matthieu Labeau, Luce Lefeuvre, Chloé Clavel
    Proceedings of the 37th AAAI Conference on Artificial Intelligence, Washington DC, United States, June 2023.
    

    @inproceedings{guibon:hal-04273545,
      title = {{An Adaptive Layer to Leverage Both Domain and Task Specific Information from Scarce Data}},
      author = {Guibon, Ga{\"e}l and Labeau, Matthieu and Lefeuvre, Luce and Clavel, Chlo{\'e}},
      url = {https://hal.science/hal-04273545},
      booktitle = {{Proceedings of the 37th AAAI Conference on Artificial Intelligence}},
      address = {Washington DC, United States},
      volume = {37},
      number = {6},
      pages = {7757-7765},
      year = {2023},
      month = jun,
      doi = {10.1609/aaai.v37i6.25940},
      keywords = {ML: Applications ; ML: Classification and Regression ; ML: Transfer ; Domain Adaptation ; Multi-Task Learning ; SNLP: Applications ; SNLP: Sentiment Analysis and Stylistic Analysis ; SNLP: Text Classification},
      hal_id = {hal-04273545},
      hal_version = {v1}
    }
    

35. LEARNING INTERPRETABLE FILTERS IN WAV-UNET FOR SPEECH ENHANCEMENT
    Félix Mathieu, Thomas Courtat, Gael Richard, Geoffroy Peeters
    IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Rhodes, Greece, June 2023.
    

    @inproceedings{mathieu:hal-04048829,
      title = {{LEARNING INTERPRETABLE FILTERS IN WAV-UNET FOR SPEECH ENHANCEMENT}},
      author = {Mathieu, F{\'e}lix and Courtat, Thomas and Richard, Gael and Peeters, Geoffroy},
      url = {https://telecom-paris.hal.science/hal-04048829},
      booktitle = {{IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)}},
      address = {Rhodes, Greece},
      year = {2023},
      month = jun,
      keywords = {Representation learning ; interpretability ; speech enhancement},
      pdf = {https://telecom-paris.hal.science/hal-04048829v1/file/MATHIEU_ICASSP_2023-2.pdf},
      hal_id = {hal-04048829},
      hal_version = {v1}
    }
    

36. Fine-tuning strategies for faster inference using speech self-supervised models: a comparative study
    Salah Zaiem, Robin Algayres, Titouan Parcollet, Slim Essid, Mirco Ravanelli
    ICASSP 2023 - International Conference on Acoustics, Speech, and Signal Processing, Rhodes, Greece, June 2023.
    

    @inproceedings{zaiem:hal-04076307,
      title = {{Fine-tuning strategies for faster inference using speech self-supervised models: a comparative study}},
      author = {Zaiem, Salah and Algayres, Robin and Parcollet, Titouan and Essid, Slim and Ravanelli, Mirco},
      url = {https://hal.science/hal-04076307},
      booktitle = {{ICASSP 2023 - International Conference on Acoustics, Speech, and Signal Processing}},
      address = {Rhodes, Greece},
      year = {2023},
      month = jun,
      keywords = {Speech recognition ; Self-supervised learning},
      pdf = {https://hal.science/hal-04076307v1/file/2303.06740.pdf},
      hal_id = {hal-04076307},
      hal_version = {v1}
    }
    

37. Fast and accurate nonlinear interference in-band spectrum prediction for sparse channel allocation
    Isaia Andrenacci, Matteo Lonardi, Petros Ramantanis, Elie Awwad, Ekhine Irurozki, Stéphan Clémençon
    27th International Conference on Optical Network Design and Modelling (ONDM 2023), Coimbra, Portugal, May 2023.
    

    @inproceedings{andrenacci:hal-04181570,
      title = {{Fast and accurate nonlinear interference in-band spectrum prediction for sparse channel allocation}},
      author = {Andrenacci, Isaia and Lonardi, Matteo and Ramantanis, Petros and Awwad, Elie and Irurozki, Ekhine and Cl{\'e}men{\c c}on, St{\'e}phan},
      url = {https://hal.science/hal-04181570},
      booktitle = {{27th International Conference on Optical Network Design and Modelling (ONDM 2023)}},
      address = {Coimbra, Portugal},
      organization = {{NESC Coimbra - Instituto de Engenharia de Sistemas e Computadores de Coimbra}},
      year = {2023},
      month = may,
      keywords = {Optical network ; Machine learning ; Fiber nonlinearity ; Nonlinear interference power spectral density},
      pdf = {https://hal.science/hal-04181570v1/file/Andrenacci_ONDM23.pdf},
      hal_id = {hal-04181570},
      hal_version = {v1}
    }
    

38. Introducing the 3MT_French Dataset
    Beatrice Biancardi, Mathieu Chollet, Chloé Clavel
    1st International Multimodal Communication Symposium, Barcellona, Spain, April 2023.
    

    @inproceedings{biancardi:hal-04087420,
      title = {{Introducing the 3MT\_French Dataset}},
      author = {Biancardi, Beatrice and Chollet, Mathieu and Clavel, Chlo{\'e}},
      url = {https://hal.science/hal-04087420},
      booktitle = {{1st International Multimodal Communication Symposium}},
      address = {Barcellona, Spain},
      year = {2023},
      month = apr,
      hal_id = {hal-04087420},
      hal_version = {v1}
    }
    

39. Origins of Low-dimensional Adversarial Perturbations
    Elvis Dohmatob, Chuan Guo, Morgane Goibert
    AISTATS 2023, Valencia, Spain, April 2023.
    

    @inproceedings{dohmatob:hal-03959766,
      title = {{Origins of Low-dimensional Adversarial Perturbations}},
      author = {Dohmatob, Elvis and Guo, Chuan and Goibert, Morgane},
      url = {https://hal.science/hal-03959766},
      booktitle = {{AISTATS 2023}},
      address = {Valencia, Spain},
      year = {2023},
      month = apr,
      hal_id = {hal-03959766},
      hal_version = {v1}
    }
    

40. Diverse Paraphrasing with Insertion Models for Few-Shot Intent Detection
    Raphaël Chevasson, Charlotte Laclau, Christophe Gravier
    IDA 2023: Advances in Intelligent Data Analysis XXI, Louvain-la-Neuve, Belgium, April 2023.
    

    @inproceedings{chevasson:ujm-04165556,
      title = {{Diverse Paraphrasing with Insertion Models for Few-Shot Intent Detection}},
      author = {Chevasson, Rapha{\"e}l and Laclau, Charlotte and Gravier, Christophe},
      url = {https://ujm.hal.science/ujm-04165556},
      booktitle = {{IDA 2023: Advances in Intelligent Data Analysis XXI}},
      address = {Louvain-la-Neuve, Belgium},
      publisher = {{Springer Nature Switzerland}},
      series = {Lecture Notes in Computer Science},
      volume = {13876},
      pages = {65-76},
      year = {2023},
      month = apr,
      doi = {10.1007/978-3-031-30047-9\_6},
      keywords = {Deep Learning ; Natural language processing ; Controllable text generation ; Transformers ; Non-autoregressive ; Insertion models ; Deep Learning Natural language processing Controllable text generation Transformers Non-autoregressive Insertion models},
      pdf = {https://ujm.hal.science/ujm-04165556v1/file/DPIM-paper.pdf},
      hal_id = {ujm-04165556},
      hal_version = {v1}
    }
    

41. An Investigation of Structures Responsible for Gender Bias in BERT and DistilBERT
    Thibaud Leteno, Antoine Gourru, Charlotte Laclau, Christophe Gravier
    International Symposium on Intelligent Data Analysis, Louvain-la-Neuve, Belgium, April 2023.
    

    @inproceedings{leteno:hal-04213215,
      title = {{An Investigation of~Structures Responsible for~Gender Bias in~BERT and~DistilBERT}},
      author = {Leteno, Thibaud and Gourru, Antoine and Laclau, Charlotte and Gravier, Christophe},
      url = {https://hal.science/hal-04213215},
      booktitle = {{International Symposium on Intelligent Data Analysis}},
      address = {Louvain-la-Neuve, Belgium},
      publisher = {{Springer Nature Switzerland}},
      series = {Lecture Notes in Computer Science},
      volume = {13876},
      pages = {249-261},
      year = {2023},
      month = apr,
      doi = {10.1007/978-3-031-30047-9\_20},
      keywords = {Language Models ; Fairness ; Imbalance ; Compression},
      pdf = {https://hal.science/hal-04213215v1/file/leteno_investigation_2023.pdf},
      hal_id = {hal-04213215},
      hal_version = {v1}
    }
    

42. Reconstruction of trajectories of athletes using computer vision models and kinetic analysis
    Qi Gan, Sao Mai Nguyen, Eric Fenaux, Stéphan Clémençon, Mounim El Yacoubi, Ons Jelassi
    The 17th Annual MIT Sloan Sports Analytics Conference, Boston, MA, United States, March 2023.
    

    @inproceedings{gan:hal-04126067,
      title = {{Reconstruction of trajectories of athletes using computer vision models and kinetic analysis}},
      author = {Gan, Qi and Nguyen, Sao Mai and Fenaux, Eric and Cl{\'e}men{\c c}on, St{\'e}phan and El Yacoubi, Mounim and Jelassi, Ons},
      url = {https://hal.science/hal-04126067},
      booktitle = {{The 17th Annual MIT Sloan Sports Analytics Conference}},
      address = {Boston, MA, United States},
      publisher = {{42 Analytics}},
      pages = {443997},
      year = {2023},
      month = mar,
      keywords = {Sport Sciences ; Computer Vision ; Artificial Intelligence ; Deep Learning ; Trajectory Reconstruction ; Kinetic Analysis},
      pdf = {https://hal.science/hal-04126067v1/file/Qi%20Gan%20%282023%29%20-%20Reconstruction%20of%20Trajectories%20of%20Athletes%20Using%20Computer%20Vision%20Models%20and%20Kinetic%20Analysis.pdf},
      hal_id = {hal-04126067},
      hal_version = {v1}
    }
    

43. It’s not Just What You Do but also When You Do It: Novel Perspectives for Informing Interactive Public Speaking Training
    Beatrice Biancardi, Yingjie Duan, Mathieu Chollet, Chloé Clavel
    International Conference on Human Computer Interaction Theory and Applications, Lisbonne, Portugal, February 2023.
    

    @inproceedings{biancardi:hal-04087415,
      title = {{It's not Just What You Do but also When You Do It: Novel Perspectives for Informing Interactive Public Speaking Training}},
      author = {Biancardi, Beatrice and Duan, Yingjie and Chollet, Mathieu and Clavel, Chlo{\'e}},
      url = {https://hal.science/hal-04087415},
      booktitle = {{International Conference on Human Computer Interaction Theory and Applications}},
      address = {Lisbonne, Portugal},
      publisher = {{SCITEPRESS - Science and Technology Publications}},
      pages = {193-200},
      year = {2023},
      month = feb,
      doi = {10.5220/0011680400003417},
      hal_id = {hal-04087415},
      hal_version = {v1}
    }
    

44. Unbalanced CO-Optimal Transport
    Quang Huy Tran, Hicham Janati, Nicolas Courty, Rémi Flamary, Ievgen Redko, Pinar Demetci, Ritambhara Singh
    AAAI, Washington, United States, February 2023. Edit format ....
    

    @inproceedings{tran:hal-04250963,
      title = {{Unbalanced CO-Optimal Transport}},
      author = {Tran, Quang Huy and Janati, Hicham and Courty, Nicolas and Flamary, R{\'e}mi and Redko, Ievgen and Demetci, Pinar and Singh, Ritambhara},
      url = {https://cnrs.hal.science/hal-04250963},
      note = {Edit format and fix typos},
      booktitle = {{AAAI}},
      address = {Washington, United States},
      year = {2023},
      month = feb,
      doi = {10.1609/aaai.v37i8.26193},
      hal_id = {hal-04250963},
      hal_version = {v1}
    }
    

45. Solving stochastic weak Minty variational inequalities without increasing batch size
    Thomas Pethick, Olivier Fercoq, Puya Latafat, Panagiotis Patrinos, Volkan Cevher
    International Conference on Learning Representations ICLR, Kigali, Rwanda, 2023. Code accessi....
    

    @inproceedings{pethick:hal-04075832,
      title = {{Solving stochastic weak Minty variational inequalities without increasing batch size}},
      author = {Pethick, Thomas and Fercoq, Olivier and Latafat, Puya and Patrinos, Panagiotis and Cevher, Volkan},
      url = {https://hal.science/hal-04075832},
      note = {Code accessible at: https://github.com/LIONS-EPFL/stochastic-weak-minty-code},
      booktitle = {{International Conference on Learning Representations ICLR}},
      address = {Kigali, Rwanda},
      year = {2023},
      hal_id = {hal-04075832},
      hal_version = {v1}
    }
    

46. One-shot Unsupervised Domain Adaptation with Personalized Diffusion Models
    Yasser Benigmim, Subhankar Roy, Slim Essid, Vicky Kalogeiton, Stéphane Lathuilière
    IEEE/CVF Conference on Computer Vision and Pattern Recognition- Workshop on Generative Models for Computer Vision, vancouver, Canada, 2023. Proceedings ....
    

    @inproceedings{benigmim:hal-04205024,
      title = {{One-shot Unsupervised Domain Adaptation with Personalized Diffusion Models}},
      author = {Benigmim, Yasser and Roy, Subhankar and Essid, Slim and Kalogeiton, Vicky and Lathuili{\`e}re, St{\'e}phane},
      url = {https://telecom-paris.hal.science/hal-04205024},
      note = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition- Workshop on Generative Models for Computer Vision (CVPR-W 2023)},
      booktitle = {{IEEE/CVF Conference on Computer Vision and Pattern Recognition- Workshop on Generative Models for Computer Vision}},
      address = {vancouver, Canada},
      year = {2023},
      hal_id = {hal-04205024},
      hal_version = {v1}
    }
    

Theses

1. Automatic analysis of trust over the course of a human-robot interaction using multimodal features and recurrent neural architectures
   Marc Hulcelle
   December 2023.
   

   @phdthesis{hulcelle:tel-04429543,
     title = {{Automatic analysis of trust over the course of a human-robot interaction using multimodal features and recurrent neural architectures}},
     author = {Hulcelle, Marc},
     url = {https://theses.hal.science/tel-04429543},
     number = {2023IPPAT043},
     school = {{Institut Polytechnique de Paris}},
     year = {2023},
     month = dec,
     keywords = {Trust ; Recurrent Neural Network ; Machine learning ; Multimodal ; Interactionist Sociology ; Confiance ; R{\'e}seaux Neuronaux R{\'e}currents ; Apprentissage statistique ; Mutlimodal ; Sociologie Interactioniste},
     type = {Theses},
     pdf = {https://theses.hal.science/tel-04429543v1/file/128906_HULCELLE_2023_archivage.pdf},
     hal_id = {tel-04429543},
     hal_version = {v1}
   }
   

2. Statistical Understanding of Adversarial Robustness
   Morgane Goibert
   November 2023.
   

   @phdthesis{goibert:tel-04438226,
     title = {{Statistical Understanding of Adversarial Robustness}},
     author = {Goibert, Morgane},
     url = {https://hal.science/tel-04438226},
     number = {2023IPPAT052},
     school = {{Institut polytechnique de Paris}},
     year = {2023},
     month = nov,
     keywords = {Machine Learning ; Robustness ; Ranking ; Deep Learning ; Apprentissage automatique ; Robustesse ; Ranking ; Apprentissage profond},
     type = {Theses},
     pdf = {https://hal.science/tel-04438226v1/file/Manuscript_final_v2.pdf},
     hal_id = {tel-04438226},
     hal_version = {v1}
   }
   

3. Traitement de la phase des signaux audio dans les réseaux de neurones profonds
   Félix Mathieu
   November 2023.
   

   @phdthesis{mathieu:tel-04521490,
     title = {{Traitement de la phase des signaux audio dans les r{\'e}seaux de neurones profonds}},
     author = {Mathieu, F{\'e}lix},
     url = {https://theses.hal.science/tel-04521490},
     number = {2023IPPAT046},
     school = {{Institut Polytechnique de Paris}},
     year = {2023},
     month = nov,
     keywords = {Signal processing ; Deep learning ; Audio signal ; Traitement du signal ; Apprentissage profond ; Signal audio},
     type = {Theses},
     pdf = {https://theses.hal.science/tel-04521490v1/file/126333_MATHIEU_2023_archivage.pdf},
     hal_id = {tel-04521490},
     hal_version = {v1}
   }
   

4. Multi-target tracking and novel variational approaches for high-dimensional sequential data : an application to object counting in videos
   Mathis Chagneux
   November 2023.
   

   @phdthesis{chagneux:tel-04533873,
     title = {{Multi-target tracking and novel variational approaches for high-dimensional sequential data : an application to object counting in videos}},
     author = {Chagneux, Mathis},
     url = {https://theses.hal.science/tel-04533873},
     number = {2023IPPAT036},
     school = {{Institut Polytechnique de Paris}},
     year = {2023},
     month = nov,
     keywords = {Multi-Object traking ; Variational inference ; Sequential data ; Computer vision ; State-Space models ; Poursuite multi-Cibles ; Inf{\'e}rence variationnelle ; Donn{\'e}es s{\'e}quentielles ; Vision par ordinateur ; Mod{\`e}les {\`a} espace d'{\'e}tat},
     type = {Theses},
     pdf = {https://theses.hal.science/tel-04533873v1/file/130653_CHAGNEUX_2023_archivage.pdf},
     hal_id = {tel-04533873},
     hal_version = {v1}
   }
   

5. Un cadre flexible pour l’apprentissage automatique interprétable : application à la classification d’images et d’audio
   Jayneel Parekh
   July 2023.
   

   @phdthesis{parekh:tel-04214919,
     title = {{Un cadre flexible pour l'apprentissage automatique interpr{\'e}table : application {\`a} la classification d'images et d'audio}},
     author = {Parekh, Jayneel},
     url = {https://theses.hal.science/tel-04214919},
     number = {2023IPPAT032},
     school = {{Institut Polytechnique de Paris}},
     year = {2023},
     month = jul,
     keywords = {Interpretability ; Explainability ; Machine Learning ; Deep learning ; Interpr{\'e}tabilit{\'e} ; Explicabilit{\'e} ; Apprentissage Automatique ; L'apprentissage profond},
     type = {Theses},
     pdf = {https://theses.hal.science/tel-04214919v1/file/119108_PAREKH_2023_archivage.pdf},
     hal_id = {tel-04214919},
     hal_version = {v1}
   }
   

6. Multi layered Misbehavior Detection for a connected and autonomous vehicle
   Mohammed Bouchouia
   June 2023.
   

   @phdthesis{bouchouia:tel-04284986,
     title = {{Multi layered Misbehavior Detection for a connected and autonomous vehicle}},
     author = {Bouchouia, Mohammed},
     url = {https://theses.hal.science/tel-04284986},
     number = {2023IPPAT018},
     school = {{Institut Polytechnique de Paris}},
     year = {2023},
     month = jun,
     keywords = {Connected and autonomous vehicles ; Machine learning ; Misbehavior detection ; Reinforcement learning ; Cybersecurity ; Anomaly detection ; V{\'e}hicules connect{\'e}s et autonomes ; Apprentissage automatique ; D{\'e}tection de comportements anormaux ; Apprentissage par renforcement ; Cybers{\'e}curit{\'e} ; D{\'e}tection d'anomalies},
     type = {Theses},
     pdf = {https://theses.hal.science/tel-04284986v1/file/119988_BOUCHOUIA_2023_archivage.pdf},
     hal_id = {tel-04284986},
     hal_version = {v1}
   }
   

7. Structured Prediction with Output Regularization : Improving Statistical and Computational Efficiency
   Luc Motte
   April 2023.
   

   @phdthesis{motte:tel-04152360,
     title = {{Structured Prediction with Output Regularization : Improving Statistical and Computational Efficiency}},
     author = {Motte, Luc},
     url = {https://theses.hal.science/tel-04152360},
     number = {2023IPPAT015},
     school = {{Institut Polytechnique de Paris}},
     year = {2023},
     month = apr,
     keywords = {Statistical learning theory ; Structured prediction ; Kernel methods ; Optimal transport ; Th{\'e}orie de l'apprentissage statistique ; Pr{\'e}diction structur{\'e}e ; M{\'e}thodes {\`a} noyaux ; Transport optimal},
     type = {Theses},
     pdf = {https://theses.hal.science/tel-04152360v1/file/121350_MOTTE_2023_archivage.pdf},
     hal_id = {tel-04152360},
     hal_version = {v1}
   }
   

8. Monte Carlo Methods and Stochastic Approximation : Theory and Applications to Machine Learning
   Rémi Leluc
   March 2023.
   

   @phdthesis{leluc:tel-04059775,
     title = {{Monte Carlo Methods and Stochastic Approximation : Theory and Applications to Machine Learning}},
     author = {Leluc, R{\'e}mi},
     url = {https://theses.hal.science/tel-04059775},
     number = {2023IPPAT007},
     school = {{Institut Polytechnique de Paris}},
     year = {2023},
     month = mar,
     keywords = {Monte Carlo ; Stochastic Approximation ; Variance Reduction ; Adaptive Sampling ; Stochastic Optimization ; Monte Carlo ; Approximation Stochastique ; R{\'e}duction de Variance ; Echantillonnage adaptatif ; Optimisation Stochastique},
     type = {Theses},
     pdf = {https://theses.hal.science/tel-04059775v1/file/120037_LELUC_2023_archivage.pdf},
     hal_id = {tel-04059775},
     hal_version = {v1}
   }
   

9. Stochastic Second Order Methods and Finite Time Analysis of Policy Gradient Methods
   Rui Yuan
   March 2023.
   

   @phdthesis{yuan:tel-04170820,
     title = {{Stochastic Second Order Methods and Finite Time Analysis of Policy Gradient Methods}},
     author = {Yuan, Rui},
     url = {https://theses.hal.science/tel-04170820},
     number = {2023IPPAT010},
     school = {{Institut Polytechnique de Paris}},
     year = {2023},
     month = mar,
     keywords = {Reinforcement learning ; Optimization ; Policy gradient methods ; Stochastic second order methods ; Apprentissage par renforcement ; Optimisation ; Methodes de policy-gradient ; Methodes du second d'ordre stochastiques},
     type = {Theses},
     pdf = {https://theses.hal.science/tel-04170820v1/file/110594_YUAN_2023_archivage.pdf},
     hal_id = {tel-04170820},
     hal_version = {v1}
   }
   

10. Function-valued regression with kernels : Improving speed, flexibility and robustness
    Dimitri Bouche
    January 2023.
    

    @phdthesis{bouche:tel-03968579,
      title = {{Function-valued regression with kernels : Improving speed, flexibility and robustness}},
      author = {Bouche, Dimitri},
      url = {https://theses.hal.science/tel-03968579},
      number = {2023IPPAT001},
      school = {{Institut Polytechnique de Paris}},
      year = {2023},
      month = jan,
      keywords = {Kernel methods ; Functional regression ; Dictionaries ; Robust losses ; Machine learning ; M{\'e}thodes {\`a} noyaux ; R{\'e}gression fonctionnelle ; Dictionnaires ; Pertes robustes ; Apprentissage statistique},
      type = {Theses},
      pdf = {https://theses.hal.science/tel-03968579v1/file/116503_BOUCHE_2023_archivage.pdf},
      hal_id = {tel-03968579},
      hal_version = {v1}
    }
    

Unpublished

1. Tail Index Estimation for Discrete Heavy-Tailed Distributions with Application to Statistical Inference for Regular Markov Chains
   Patrice Bertail, Stephan Clémençon, Carlos Fernández
   November 2023. Submitted to....
   

   @unpublished{bertail:hal-04299756,
     title = {{Tail Index Estimation for Discrete Heavy-Tailed Distributions with Application to Statistical Inference for Regular Markov Chains}},
     author = {Bertail, Patrice and Cl{\'e}men{\c c}on, Stephan and Fern{\'a}ndez, Carlos},
     url = {https://hal.science/hal-04299756},
     note = {Submitted to Extremes},
     year = {2023},
     month = nov,
     keywords = {generalized discrete Pareto distribution ; nonparametric estimation ; null recurrent Markov chain ; regularity index ; Zipf's law},
     pdf = {https://hal.science/hal-04299756v1/file/Tail_index_for_discrete_random_variables_with_applications_to_null_recurrent_Markov_chains.pdf},
     hal_id = {hal-04299756},
     hal_version = {v1}
   }
   

2. Harris Recurrent Markov Chains and Nonlinear Monotone Cointegrated Models
   Patrice Bertail, Cécile Durot, Carlos Fernández
   November 2023. Submitted to....
   

   @unpublished{bertail:hal-04299698,
     title = {{Harris Recurrent Markov Chains and Nonlinear Monotone Cointegrated Models}},
     author = {Bertail, Patrice and Durot, C{\'e}cile and Fern{\'a}ndez, Carlos},
     url = {https://hal.science/hal-04299698},
     note = {Submitted to the Annals of Statistics},
     year = {2023},
     month = nov,
     keywords = {monotone regression ; isotonic regression ; nonlinear cointegration ; nonparametric estimation ; null recurrent Markov chain},
     pdf = {https://hal.science/hal-04299698v1/file/Monotone_regression.pdf},
     hal_id = {hal-04299698},
     hal_version = {v1}
   }
   

3. Speech Self-Supervised Representations Benchmarking: a Case for Larger Probing Heads
   Salah Zaiem, Youcef Kemiche, Titouan Parcollet, Slim Essid, Mirco Ravanelli
   September 2023. 11 Pages.
   

   @unpublished{zaiem:hal-04216187,
     title = {{Speech Self-Supervised Representations Benchmarking: a Case for Larger Probing Heads}},
     author = {Zaiem, Salah and Kemiche, Youcef and Parcollet, Titouan and Essid, Slim and Ravanelli, Mirco},
     url = {https://hal.science/hal-04216187},
     note = {11 Pages},
     year = {2023},
     month = sep,
     keywords = {self-supervised learning ; representation learning},
     pdf = {https://hal.science/hal-04216187v1/file/2308.14456.pdf},
     hal_id = {hal-04216187},
     hal_version = {v1}
   }
   

4. Training dynamic models using early exits for automatic speech recognition on resource-constrained devices
   George August Wright, Umberto Cappellazzo, Salah Zaiem, Desh Raj, Lucas Ondel Yang, Daniele Falavigna, Alessio Brutti
   September 2023. working pape....
   

   @unpublished{wright:hal-04216190,
     title = {{Training dynamic models using early exits for automatic speech recognition on resource-constrained devices}},
     author = {Wright, George August and Cappellazzo, Umberto and Zaiem, Salah and Raj, Desh and Yang, Lucas Ondel and Falavigna, Daniele and Brutti, Alessio},
     url = {https://hal.science/hal-04216190},
     note = {working paper or preprint},
     year = {2023},
     month = sep,
     keywords = {dynamic models ; early-exit ; Conformer ; ASR},
     pdf = {https://hal.science/hal-04216190v1/file/2309.09546.pdf},
     hal_id = {hal-04216190},
     hal_version = {v1}
   }
   

5. Tail Inverse Regression: dimension reduction for prediction of extremes
   Anass Aghbalou, François Portier, Anne Sabourin, Chen Zhou
   February 2023. main paper: ....
   

   @unpublished{aghbalou:hal-04032206,
     title = {{Tail Inverse Regression: dimension reduction for prediction of extremes}},
     author = {Aghbalou, Anass and Portier, Fran{\c c}ois and Sabourin, Anne and Zhou, Chen},
     url = {https://hal.science/hal-04032206},
     note = {main paper: 31 pages + supplementary material: 16 pages},
     year = {2023},
     month = feb,
     doi = {10.48550/arXiv.2108.01432},
     keywords = {MSC2020 subject classifications: Primary 62G32 62H25 ; secondary 62G08 62G30 ; Dimension reduction ; Empirical processes ; Extreme events ; Inverse regression ; Supervised learning},
     pdf = {https://hal.science/hal-04032206v1/file/main_tirex_arxiv_v2.pdf},
     hal_id = {hal-04032206},
     hal_version = {v1}
   }
   

6. Online Matching in Geometric Random Graphs
   Flore Sentenac, Nathan Noiry, Matthieu Lerasle, Laurent Ménard, Vianney Perchet
   2023. working pape....
   

   @unpublished{sentenac:hal-04416181,
     title = {{Online Matching in Geometric Random Graphs}},
     author = {Sentenac, Flore and Noiry, Nathan and Lerasle, Matthieu and M{\'e}nard, Laurent and Perchet, Vianney},
     url = {https://hal.science/hal-04416181},
     note = {working paper or preprint},
     year = {2023},
     pdf = {https://hal.science/hal-04416181v1/file/2306.07891.pdf},
     hal_id = {hal-04416181},
     hal_version = {v1}
   }
   

Miscellaneous

1. Audiocarnet for the presentation of the Statistical Wave Field Theory
   Roland Badeau
   November 2023.
   

   @misc{badeau:hal-04282808,
     type = {Audios},
     title = {{Audiocarnet for the presentation of the Statistical Wave Field Theory}},
     author = {Badeau, Roland},
     url = {https://hal.science/hal-04282808},
     year = {2023},
     month = nov,
     hal_id = {hal-04282808},
     hal_version = {v1}
   }
   

Books

1. Conférence Nationale d’Intelligence Artificielle Année 2023
   Emmanuel Adam, Thomas Guyet, Benoit Le Blanc, Dominique Longin, Zied Bouraoui, Sandra Bringay, Romaric Gaudel, Charlotte Laclau, Christelle Launois, Maxime Morge, Catherine Roussey, François Schwarzentruber, Cassia Trojahn, Élise Vareilles, Anaelle Wilczynski
   October 2023.
   

   @book{adam:hal-04310171,
     title = {{Conf{\'e}rence Nationale d'Intelligence Artificielle Ann{\'e}e 2023}},
     author = {Adam, Emmanuel and Guyet, Thomas and Le Blanc, Benoit and Longin, Dominique and Bouraoui, Zied and Bringay, Sandra and Gaudel, Romaric and Laclau, Charlotte and Launois, Christelle and Morge, Maxime and Roussey, Catherine and Schwarzentruber, Fran{\c c}ois and Trojahn, Cassia and Vareilles, {\'E}lise and Wilczynski, Anaelle},
     url = {https://ut3-toulouseinp.hal.science/hal-04310171},
     hal_local_reference = {AFIA-ouvrage},
     publisher = {{Association Fran{\c c}aise pour l'Intelligence Artificielle}},
     year = {2023},
     month = oct,
     keywords = {RJCIA ; SFC ; APIA ; CAp ; CNIA ; IC ; JFSMA ; JIAF},
     pdf = {https://ut3-toulouseinp.hal.science/hal-04310171v2/file/Ouvrage_promotion_AFIA_2023_Version_WEB.pdf},
     hal_id = {hal-04310171},
     hal_version = {v2}
   }
   

Technical Reports

1. Procédure de diffusion des publications de l’ATALA sur les archives ouvertes
   Yannick Parmentier, Sylvain Pogodalla, Rachel Bawden, Matthieu Labeau, Iris Eshkol-Taravella
   September 2023.
   

   @techreport{parmentier:hal-04258177,
     title = {{Proc{\'e}dure de diffusion des publications de l'ATALA sur les archives ouvertes}},
     author = {Parmentier, Yannick and Pogodalla, Sylvain and Bawden, Rachel and Labeau, Matthieu and Eshkol-Taravella, Iris},
     url = {https://hal.science/hal-04258177},
     pages = {17},
     institution = {{ATALA}},
     year = {2023},
     month = sep,
     keywords = {Actes ; Publication ; Archive ouverte},
     pdf = {https://hal.science/hal-04258177v1/file/publications_atala_rapport.pdf},
     hal_id = {hal-04258177},
     hal_version = {v1}
   }
   

Journal Articles

1. A closed-measure approach to stochastic approximation
   Pascal Bianchi, Rodolfo Rios-Zertuche
   Stochastics: An International Journal of Probability and Stochastic Processes, December 2023.
   

   @article{bianchi:hal-04319492,
     title = {{A closed-measure approach to stochastic approximation}},
     author = {Bianchi, Pascal and Rios-Zertuche, Rodolfo},
     url = {https://hal.science/hal-04319492},
     journal = {{Stochastics: An International Journal of Probability and Stochastic Processes}},
     publisher = {{Taylor \& Francis: STM, Behavioural Science and Public Health Titles}},
     pages = {1-23},
     year = {2023},
     month = dec,
     doi = {10.1080/17442508.2024.2353278},
     keywords = {Stochastic approximation: Closed measures ; Weak convergence ; Differential inclusions ; Stochastic approximation: Closed measures Weak convergence Differential inclusions ; Stochastic approximation: Closed measures},
     pdf = {https://hal.science/hal-04319492v1/file/out.pdf},
     hal_id = {hal-04319492},
     hal_version = {v1}
   }
   

2. Concentration bounds for the empirical angular measure with statistical learning applications
   Stéphan Clémençon, Hamid Jalalzai, Stéphane Lhaut, Anne Sabourin, Johan Segers
   Bernoulli, November 2023.
   

   @article{clemencon:hal-03920536,
     title = {{Concentration bounds for the empirical angular measure with statistical learning applications}},
     author = {Cl{\'e}men{\c c}on, St{\'e}phan and Jalalzai, Hamid and Lhaut, St{\'e}phane and Sabourin, Anne and Segers, Johan},
     url = {https://hal.science/hal-03920536},
     journal = {{Bernoulli}},
     publisher = {{Bernoulli Society for Mathematical Statistics and Probability}},
     volume = {29},
     number = {4},
     year = {2023},
     month = nov,
     doi = {10.3150/22-BEJ1562},
     keywords = {MSC2020 subject classifications: Primary 62G05 62G30 62G32 secondary 62H30 ; angular measure ; classification ; concentration inequality ; extreme value analysis ; minimum-volume sets ; ranks},
     pdf = {https://hal.science/hal-03920536v1/file/arXiv.pdf},
     hal_id = {hal-03920536},
     hal_version = {v1}
   }
   

3. A Statistical Learning View of Simple Kriging
   Emilia Siviero, Emilie Chautru, Stéphan Clémençon
   Test, November 2023.
   

   @article{siviero:hal-03670085,
     title = {{A Statistical Learning View of Simple Kriging}},
     author = {Siviero, Emilia and Chautru, Emilie and Cl{\'e}men{\c c}on, St{\'e}phan},
     url = {https://hal.science/hal-03670085},
     journal = {{Test}},
     publisher = {{Spanish Society of Statistics and Operations Research/Springer}},
     year = {2023},
     month = nov,
     hal_id = {hal-03670085},
     hal_version = {v1}
   }
   

4. Fighting selection bias in statistical learning: application to visual recognition from biased image databases
   Stéphan Clémençon, Pierre Laforgue, Robin Vogel
   Journal of Nonparametric Statistics, October 2023.
   

   @article{clemencon:hal-04267977,
     title = {{Fighting selection bias in statistical learning: application to visual recognition from biased image databases}},
     author = {Cl{\'e}men{\c c}on, St{\'e}phan and Laforgue, Pierre and Vogel, Robin},
     url = {https://telecom-paris.hal.science/hal-04267977},
     journal = {{Journal of Nonparametric Statistics}},
     publisher = {{American Statistical Association}},
     pages = {1-24},
     year = {2023},
     month = oct,
     doi = {10.1080/10485252.2023.2259011},
     keywords = {Sampling bias ; Selection effect ; Visual recognition ; Reliable statistical learning},
     hal_id = {hal-04267977},
     hal_version = {v1}
   }
   

5. Dynamical correlations in simple disorder and complex disorder liquids
   Bernarda Lovrinčević, Martina Požar, Ivo Jukić, David Perera, Aurélien Perera
   Journal of Molecular Liquids, October 2023.
   

   @article{lovrincevic:hal-04258472,
     title = {{Dynamical correlations in simple disorder and complex disorder liquids}},
     author = {Lovrin{\v c}evi{\'c}, Bernarda and Po{\v z}ar, Martina and Juki{\'c}, Ivo and Perera, David and Perera, Aur{\'e}lien},
     url = {https://hal.science/hal-04258472},
     journal = {{Journal of Molecular Liquids}},
     publisher = {{Elsevier}},
     volume = {393},
     pages = {123421},
     year = {2023},
     month = oct,
     doi = {10.1016/j.molliq.2023.123421},
     pdf = {https://hal.science/hal-04258472v1/file/dyna2-revision-clean.pdf},
     hal_id = {hal-04258472},
     hal_version = {v1}
   }
   

6. Fast Kernel Methods for Generic Lipschitz Losses via p-Sparsified Sketches
   Tamim El Ahmad, Pierre Laforgue, Florence d’Alché-Buc
   Transactions on Machine Learning Research Journal, September 2023.
   

   @article{ahmad:hal-04001887,
     title = {{Fast Kernel Methods for Generic Lipschitz Losses via p-Sparsified Sketches}},
     author = {Ahmad, Tamim El and Laforgue, Pierre and d'Alch{\'e}-Buc, Florence},
     url = {https://hal.science/hal-04001887},
     journal = {{Transactions on Machine Learning Research Journal}},
     publisher = {{[Amherst Massachusetts]: OpenReview.net, 2022}},
     year = {2023},
     month = sep,
     pdf = {https://hal.science/hal-04001887v2/file/Sketching_Kernels_Preprint.pdf},
     hal_id = {hal-04001887},
     hal_version = {v2}
   }
   

7. Weakly stationary stochastic processes valued in a separable Hilbert space: Gramian-Cramér representations and applications
   Amaury Durand, François Roueff
   ESAIM: Probability and Statistics, August 2023.
   

   @article{durand:hal-02318267,
     title = {{Weakly stationary stochastic processes valued in a separable Hilbert space: Gramian-Cram{\'e}r representations and applications}},
     author = {Durand, Amaury and Roueff, Fran{\c c}ois},
     url = {https://telecom-paris.hal.science/hal-02318267},
     journal = {{ESAIM: Probability and Statistics}},
     publisher = {{EDP Sciences}},
     year = {2023},
     month = aug,
     doi = {10.1051/ps/2023014},
     keywords = {Isometries on Hilbert modules ; Functional time series ; Spectral representation of random processes},
     pdf = {https://telecom-paris.hal.science/hal-02318267v7/file/ps210054.pdf},
     hal_id = {hal-02318267},
     hal_version = {v7}
   }
   

8. On the Fair Comparison of Optimization Algorithms in Different Machines
   Etor Arza, Josu Ceberio, Ekhine Irurozki, Aritz Perez
   Annals of Applied Statistics, August 2023.
   

   @article{arza:hal-04253742,
     title = {{On the Fair Comparison of Optimization Algorithms in Different Machines}},
     author = {Arza, Etor and Ceberio, Josu and Irurozki, Ekhine and Perez, Aritz},
     url = {https://hal.science/hal-04253742},
     journal = {{Annals of Applied Statistics}},
     publisher = {{Institute of Mathematical Statistics}},
     year = {2023},
     month = aug,
     keywords = {Algorithms Optimization Benchmarking Statistical Tests ; Algorithms ; Optimization ; Benchmarking ; Statistical Tests},
     pdf = {https://hal.science/hal-04253742v1/file/2305.07345.pdf},
     hal_id = {hal-04253742},
     hal_version = {v1}
   }
   

9. Wind power predictions from nowcasts to 4-hour forecasts: a learning approach with variable selection
   Dimitri Bouche, Rémi Flamary, Florence D’alché-Buc, Riwal Plougonven, Marianne Clausel, Jordi Badosa, Philippe Drobinski
   Renewable Energy, July 2023.
   

   @article{bouche:hal-04254953,
     title = {{Wind power predictions from nowcasts to 4-hour forecasts: a learning approach with variable selection}},
     author = {Bouche, Dimitri and Flamary, R{\'e}mi and D'alch{\'e}-Buc, Florence and Plougonven, Riwal and Clausel, Marianne and Badosa, Jordi and Drobinski, Philippe},
     url = {https://hal.science/hal-04254953},
     journal = {{Renewable Energy}},
     publisher = {{Elsevier}},
     volume = {211},
     pages = {938-947},
     year = {2023},
     month = jul,
     doi = {10.1016/j.renene.2023.05.005},
     keywords = {Wind speed forecasting Wind energy forecasting Machine learning Numerical weather prediction Downscaling ; Wind speed forecasting ; Wind energy forecasting ; Machine learning ; Numerical weather prediction ; Downscaling},
     pdf = {https://hal.science/hal-04254953v1/file/2204.09362.pdf},
     hal_id = {hal-04254953},
     hal_version = {v1}
   }
   

10. Audio Signal Processing in the 21st Century
    Gaël Richard, Paris Smaragdis, Sharon Gannot, Patrick A Naylor, Shoji Makino, Walter Kellermann, Akihiko Sugiyama
    IEEE Signal Processing Magazine, July 2023.
    

    @article{richard:hal-04112575,
      title = {{Audio Signal Processing in the 21st Century}},
      author = {Richard, Ga{\"e}l and Smaragdis, Paris and Gannot, Sharon and Naylor, Patrick A and Makino, Shoji and Kellermann, Walter and Sugiyama, Akihiko},
      url = {https://telecom-paris.hal.science/hal-04112575},
      journal = {{IEEE Signal Processing Magazine}},
      publisher = {{Institute of Electrical and Electronics Engineers}},
      year = {2023},
      month = jul,
      doi = {10.1109/MSP.2023.3276171},
      pdf = {https://telecom-paris.hal.science/hal-04112575v1/file/MSP3276171-2.pdf},
      hal_id = {hal-04112575},
      hal_version = {v1}
    }
    

11. Hi! PARIS: IA et Sciences des données pour la société
    Gael Richard, Vieille Nicolas, Moulines Eric
    Télécom : revue de l’Association Amicale des ingénieurs de l’Ecole Nationale Supérieure des télécommunications, June 2023.
    

    @article{richard:hal-04168456,
      title = {{Hi! PARIS: IA et Sciences des donn{\'e}es pour la soci{\'e}t{\'e}}},
      author = {Richard, Gael and Nicolas, Vieille and Eric, Moulines},
      url = {https://hal.science/hal-04168456},
      journal = {{T{\'e}l{\'e}com : revue de l'Association Amicale des ing{\'e}nieurs de l'Ecole Nationale Sup{\'e}rieure des t{\'e}l{\'e}communications}},
      number = {\#209},
      year = {2023},
      month = jun,
      hal_id = {hal-04168456},
      hal_version = {v1}
    }
    

12. Functional anomaly detection: a benchmark study
    Guillaume Staerman, Eric Adjakossa, Pavlo Mozharovskyi, Vera Hofer, Jayant Sen Gupta, Stéphan Clémençon
    International Journal of Data Science and Analytics, June 2023.
    

    @article{staerman:hal-04268013,
      title = {{Functional anomaly detection: a benchmark study}},
      author = {Staerman, Guillaume and Adjakossa, Eric and Mozharovskyi, Pavlo and Hofer, Vera and Sen Gupta, Jayant and Cl{\'e}men{\c c}on, St{\'e}phan},
      url = {https://telecom-paris.hal.science/hal-04268013},
      journal = {{International Journal of Data Science and Analytics}},
      publisher = {{Springer Verlag}},
      volume = {16},
      number = {1},
      pages = {101-117},
      year = {2023},
      month = jun,
      doi = {10.1007/s41060-022-00366-5},
      hal_id = {hal-04268013},
      hal_version = {v1}
    }
    

13. Multimodal Hierarchical Attention Neural Network: Looking for Candidates Behaviour Which Impact Recruiter’s Decision
    Léo Hemamou, Arthur Guillon, Jean-Claude Martin, Chloé Clavel
    IEEE Transactions on Affective Computing, April 2023.
    

    @article{hemamou:hal-04276030,
      title = {{Multimodal Hierarchical Attention Neural Network: Looking for Candidates Behaviour Which Impact Recruiter's Decision}},
      author = {Hemamou, L{\'e}o and Guillon, Arthur and Martin, Jean-Claude and Clavel, Chlo{\'e}},
      url = {https://hal.science/hal-04276030},
      journal = {{IEEE Transactions on Affective Computing}},
      publisher = {{Institute of Electrical and Electronics Engineers}},
      volume = {14},
      number = {2},
      pages = {969-985},
      year = {2023},
      month = apr,
      doi = {10.1109/TAFFC.2021.3113159},
      keywords = {Interviews ; Databases ; Face recognition ; Feature extraction ; Visualization ; Neural networks ; Deep learning},
      hal_id = {hal-04276030},
      hal_version = {v1}
    }
    

14. Comparing Two Samples Through Stochastic Dominance: A Graphical Approach
    Etor Arza, Josu Ceberio, Ekhiñe Irurozki, Aritz Pérez
    Journal of Computational and Graphical Statistics, April 2023.
    

    @article{arza:hal-04253752,
      title = {{Comparing Two Samples Through Stochastic Dominance: A Graphical Approach}},
      author = {Arza, Etor and Ceberio, Josu and Irurozki, Ekhi{\~n}e and P{\'e}rez, Aritz},
      url = {https://hal.science/hal-04253752},
      journal = {{Journal of Computational and Graphical Statistics}},
      publisher = {{Taylor \& Francis}},
      volume = {32},
      number = {2},
      pages = {551-566},
      year = {2023},
      month = apr,
      doi = {10.1080/10618600.2022.2084405},
      keywords = {Cumulative distribution function ; Data visualization ; First-order stochastic dominance ; Random variables},
      pdf = {https://hal.science/hal-04253752v1/file/2203.07889.pdf},
      hal_id = {hal-04253752},
      hal_version = {v1}
    }
    

15. Unsupervised Music Source Separation Using Differentiable Parametric Source Models
    Kilian Schulze-Forster, Gaël Richard, Liam Kelley, Clement Doire, Roland Badeau
    IEEE/ACM Transactions on Audio, Speech and Language Processing, March 2023.
    

    @article{schulzeforster:hal-04038023,
      title = {{Unsupervised Music Source Separation Using Differentiable Parametric Source Models}},
      author = {Schulze-Forster, Kilian and Richard, Ga{\"e}l and Kelley, Liam and Doire, Clement and Badeau, Roland},
      url = {https://telecom-paris.hal.science/hal-04038023},
      journal = {{IEEE/ACM Transactions on Audio, Speech and Language Processing}},
      publisher = {{Institute of Electrical and Electronics Engineers}},
      volume = {31},
      pages = {1276-1289},
      year = {2023},
      month = mar,
      doi = {10.1109/TASLP.2023.3252272},
      pdf = {https://telecom-paris.hal.science/hal-04038023v1/file/Unsupervised_Music_Source_Separation_Using_Differentiable_Parametric_Source_Models-3.pdf},
      hal_id = {hal-04038023},
      hal_version = {v1}
    }
    

16. The multichannel maximum-likelihood (MCML) method: a new approach for infrasound detection and wave parameter estimation
    B. Poste, M. Charbit, A. Le Pichon, C. Listowski, François Roueff, J. Vergoz
    Geophysical Journal International, February 2023.
    

    @article{poste:hal-04254778,
      title = {{The multichannel maximum-likelihood (MCML) method: a new approach for infrasound detection and wave parameter estimation}},
      author = {Poste, B. and Charbit, M. and Le Pichon, A. and Listowski, C. and Roueff, Fran{\c c}ois and Vergoz, J.},
      url = {https://hal.science/hal-04254778},
      journal = {{Geophysical Journal International}},
      publisher = {{Oxford University Press (OUP)}},
      volume = {232},
      number = {2},
      pages = {1099-1112},
      year = {2023},
      month = feb,
      doi = {10.1093/gji/ggac377},
      keywords = {Statistical methods ; Time-series analysis ; Earthquake monitoring and test-ban treaty verification ; Wave propagation ; Infrasound},
      hal_id = {hal-04254778},
      hal_version = {v1}
    }
    

17. Affine invariant integrated rank-weighted statistical depth: properties and finite sample analysis
    Stephan Clémençon, Pavlo Mozharovskyi, Guillaume Staerman
    Electronic Journal of Statistics , January 2023.
    

    @article{clemencon:hal-04590548,
      title = {{Affine invariant integrated rank-weighted statistical depth: properties and finite sample analysis}},
      author = {Cl{\'e}men{\c c}on, Stephan and Mozharovskyi, Pavlo and Staerman, Guillaume},
      url = {https://telecom-paris.hal.science/hal-04590548},
      journal = {{Electronic Journal of Statistics }},
      publisher = {{Shaker Heights, OH : Institute of Mathematical Statistics}},
      volume = {17},
      number = {2},
      pages = {3854 - 3892},
      year = {2023},
      month = jan,
      doi = {10.1214/23-EJS2189},
      keywords = {Affine invariance ; Anomaly detection ; Concentration inequalities ; Integrated rank-weighted depth ; Statistical depth},
      hal_id = {hal-04590548},
      hal_version = {v1}
    }
    

18. Pseudo-Bayesian Approach for Robust Mode Detection and Extraction Based on the STFT
    Quentin Legros, Dominique Fourer
    Sensors, January 2023.
    

    @article{legros:hal-03913356,
      title = {{Pseudo-Bayesian Approach for Robust Mode Detection and Extraction Based on the STFT}},
      author = {Legros, Quentin and Fourer, Dominique},
      url = {https://hal.science/hal-03913356},
      journal = {{Sensors}},
      publisher = {{MDPI}},
      volume = {23},
      number = {1},
      pages = {85},
      year = {2023},
      month = jan,
      doi = {10.3390/s23010085},
      keywords = {time-frequency nonstationary component estimation robust divergences variational approximation hypothesis test assumed density filtering synchrosqueezing ; time-frequency ; nonstationary component estimation ; robust divergences ; variational approximation ; hypothesis test ; assumed density filtering ; synchrosqueezing},
      pdf = {https://hal.science/hal-03913356v1/file/sensors-23-00085.pdf},
      hal_id = {hal-03913356},
      hal_version = {v1}
    }
    

19. Scaling by subsampling for big data, with applications to statistical learning
    Patrice Bertail, Mohammed Bouchouia, Ons Jelassi, Jessica Tressou, Mélanie Zetlaoui
    Journal of Nonparametric Statistics, 2023.
    

    @article{bertail:hal-04244852,
      title = {{Scaling by subsampling for big data, with applications to statistical learning}},
      author = {Bertail, Patrice and Bouchouia, Mohammed and Jelassi, Ons and Tressou, Jessica and Zetlaoui, M{\'e}lanie},
      url = {https://hal.science/hal-04244852},
      journal = {{Journal of Nonparametric Statistics}},
      publisher = {{American Statistical Association}},
      volume = {36},
      number = {1},
      pages = {78-117},
      year = {2023},
      doi = {10.1080/10485252.2023.2219782},
      keywords = {Scaling ; big data ; Subsampling ; Convergence rate estimation ; Confidence intervals in statistical learning ; Out-of sample error ; EMNIST digits VeReMi},
      pdf = {https://hal.science/hal-04244852v2/file/Scaling_by_subsampling_for_big_data__Bertail_et_al_JNPS.pdf},
      hal_id = {hal-04244852},
      hal_version = {v2}
    }
    

20. Quadratic error bound of the smoothed gap and the restarted averaged primal-dual hybrid gradient
    Olivier Fercoq
    Open Journal of Mathematical Optimization, 2023.
    

    @article{fercoq:hal-03228252,
      title = {{Quadratic error bound of the smoothed gap and the restarted averaged primal-dual hybrid gradient}},
      author = {Fercoq, Olivier},
      url = {https://hal.science/hal-03228252},
      journal = {{Open Journal of Mathematical Optimization}},
      publisher = {{Centre Mersenne}},
      volume = {4},
      pages = {1-34},
      year = {2023},
      doi = {10.5802/ojmo.26},
      pdf = {https://hal.science/hal-03228252v3/file/new_regularity_and_rapdhg.pdf},
      hal_id = {hal-03228252},
      hal_version = {v3}
    }
    

21. Monotonic Alpha-divergence Minimisation for VariationalInference
    Kamélia Daudel, Randal Douc, François Roueff
    Journal of Machine Learning Research, 2023.
    

    @article{daudel:hal-03164338,
      title = {{Monotonic Alpha-divergence Minimisation for VariationalInference}},
      author = {Daudel, Kam{\'e}lia and Douc, Randal and Roueff, Fran{\c c}ois},
      url = {https://telecom-paris.hal.science/hal-03164338},
      journal = {{Journal of Machine Learning Research}},
      publisher = {{Microtome Publishing}},
      volume = {24},
      number = {62},
      pages = {1-76},
      year = {2023},
      keywords = {Variational inference ; Kullback-Leibler ; Alpha-divergence ; Mixture models ; Bayesian inference},
      pdf = {https://telecom-paris.hal.science/hal-03164338v2/file/ddr_jmlr_final.pdf},
      hal_id = {hal-03164338},
      hal_version = {v2}
    }
    

2022

Conference Articles

1. Computational Multimodal Models of Users’ Interactional Trust in Multiparty Human-Robot Interaction
   Marc Hulcelle, Giovanna Varni, Nicolas Rollet, Chloé Clavel
   ICPR 2022: Pattern Recognition, Computer Vision, and Image Processing, Montréal, Canada, August 2022.
   

   @inproceedings{hulcelle:hal-04276738,
     title = {{Computational Multimodal Models of~Users' Interactional Trust in~Multiparty Human-Robot Interaction}},
     author = {Hulcelle, Marc and Varni, Giovanna and Rollet, Nicolas and Clavel, Chlo{\'e}},
     url = {https://hal.science/hal-04276738},
     booktitle = {{ICPR 2022: Pattern Recognition, Computer Vision, and Image Processing}},
     address = {Montr\&\#233;al, Canada},
     publisher = {{Springer Nature Switzerland}},
     series = {Lecture Notes in Computer Science},
     volume = {13643},
     pages = {225-239},
     year = {2022},
     month = aug,
     doi = {10.1007/978-3-031-37660-3\_16},
     keywords = {HRI ; Trust ; Affective computing},
     hal_id = {hal-04276738},
     hal_version = {v1}
   }
   

2022 [98 publications]

2023

Unpublished

1. Introducing the 3MT_French Dataset to Investigate the Timing of Public Speaking Judgements
   Beatrice Biancardi, Mathieu Chollet, Chloé Clavel
   December 2023. working pape....
   

   @unpublished{biancardi:hal-04366763,
     title = {{Introducing the 3MT\_French Dataset to Investigate the Timing of Public Speaking Judgements}},
     author = {Biancardi, Beatrice and Chollet, Mathieu and Clavel, Chlo{\'e}},
     url = {https://hal.science/hal-04366763},
     note = {working paper or preprint},
     year = {2023},
     month = dec,
     doi = {10.21203/rs.3.rs-2122814/v1},
     keywords = {Corpus ; Public speaking ; Annotation scheme ; Rst impressions ; Primacy-recency effect},
     hal_id = {hal-04366763},
     hal_version = {v1}
   }
   

Conference Articles

1. The Glass Ceiling of Automatic Evaluation in Natural Language Generation
   Pierre Colombo, Maxime Peyrard, Nathan Noiry, Robert West, Pablo Piantanida
   IJCNLP-AACL 2023 : The 13th International Joint Conference on Natural Language Processing and the 3rd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics, Nusa Dua, Bali, Indonesia, November 2023.
   

   @inproceedings{colombo:hal-04575126,
     title = {{The Glass Ceiling of Automatic Evaluation in Natural Language Generation}},
     author = {Colombo, Pierre and Peyrard, Maxime and Noiry, Nathan and West, Robert and Piantanida, Pablo},
     url = {https://hal.science/hal-04575126},
     booktitle = {{IJCNLP-AACL 2023 : The 13th International Joint Conference on Natural Language Processing and the 3rd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics}},
     address = {Nusa Dua, Bali, Indonesia},
     publisher = {{Association for Computational Linguistics}},
     pages = {178-183},
     year = {2023},
     month = nov,
     doi = {10.18653/v1/2023.findings-ijcnlp.16},
     pdf = {https://hal.science/hal-04575126v1/file/2208.14585v2.pdf},
     hal_id = {hal-04575126},
     hal_version = {v1}
   }
   

2022

Conference Articles

1. Interpretable Generative Modeling Using a Hierarchical Topological VAE
   Etienne Desticourt, Véronique Letort, Florence d’Alché-Buc
   2022 International Conference on Computational Science and Computational Intelligence (CSCI), Las Vegas, United States, December 2022.
   

   @inproceedings{desticourt:hal-04573531,
     title = {{Interpretable Generative Modeling Using a Hierarchical Topological VAE}},
     author = {Desticourt, Etienne and Letort, V{\'e}ronique and d'Alch{\'e}-Buc, Florence},
     url = {https://centralesupelec.hal.science/hal-04573531},
     booktitle = {{2022 International Conference on Computational Science and Computational Intelligence (CSCI)}},
     address = {Las Vegas, United States},
     editor = {Arabnia, Editors: Hamid R. and Deligiannidis, Leonidas and Tinetti, Fernando G. and and Quoc-Nam Tran},
     publisher = {{IEEE}},
     pages = {1415-1421},
     year = {2022},
     month = dec,
     doi = {10.1109/CSCI58124.2022.00253},
     keywords = {Deep-Learning Generative Modeling Hierarchical models Variational Autoencoders ; Deep-Learning ; Generative Modeling ; Hierarchical models ; Variational Autoencoders},
     pdf = {https://centralesupelec.hal.science/hal-04573531v1/file/GHSOM_Paper-1.pdf},
     hal_id = {hal-04573531},
     hal_version = {v1}
   }
   

2. Assessing Performance and Fairness Metrics in Face Recognition – Bootstrap Methods
   Jean-Rémy Conti, Stéphan Clémençon
   NeurIPS 2022 : Trustworthy and Socially Responsible Machine Learning (TSRML), Virtual conference, France, December 2022.
   

   @inproceedings{conti:hal-04590498,
     title = {{Assessing Performance and Fairness Metrics in Face Recognition -- Bootstrap Methods}},
     author = {Conti, Jean-R{\'e}my and Cl{\'e}men{\c c}on, St{\'e}phan},
     url = {https://telecom-paris.hal.science/hal-04590498},
     booktitle = {{NeurIPS 2022 : Trustworthy and Socially Responsible Machine Learning (TSRML)}},
     address = {Virtual  conference, France},
     year = {2022},
     month = dec,
     keywords = {Fairness ; Face ; Recognition ; Uncertainty ; Robustness ; Bias},
     hal_id = {hal-04590498},
     hal_version = {v1}
   }
   

3. An Adversarial Robustness Perspective on the Topology of Neural Networks
   Morgane Goibert, Thomas Ricatte, Elvis Dohmatob
   ML Safety Workshop, NeurIPS 2022, New Orleans, United States, December 2022.
   

   @inproceedings{goibert:hal-03959759,
     title = {{An Adversarial Robustness Perspective on the Topology of Neural Networks}},
     author = {Goibert, Morgane and Ricatte, Thomas and Dohmatob, Elvis},
     url = {https://hal.science/hal-03959759},
     booktitle = {{ML Safety Workshop, NeurIPS 2022}},
     address = {New Orleans, United States},
     year = {2022},
     month = dec,
     hal_id = {hal-03959759},
     hal_version = {v1}
   }
   

4. TINA: Textual Inference with Negation Augmentation
   Chadi Helwe, Simon Coumes, Chloé Clavel, Fabian Suchanek
   The 2022 Conference on Empirical Methods in Natural Language Processing ( EMNLP 2022 ), Abu Dhabi, United Arab Emirates, December 2022.
   

   @inproceedings{helwe:hal-03870605,
     title = {{TINA: Textual Inference with Negation Augmentation}},
     author = {Helwe, Chadi and Coumes, Simon and Clavel, Chlo{\'e} and Suchanek, Fabian},
     url = {https://imt.hal.science/hal-03870605},
     booktitle = {{The 2022 Conference on Empirical Methods in Natural Language Processing ( EMNLP 2022 )}},
     address = {Abu Dhabi, United Arab Emirates},
     year = {2022},
     month = dec,
     pdf = {https://imt.hal.science/hal-03870605v1/file/TINA__Textual_Inference_with_Negation_Augmentation-2.pdf},
     hal_id = {hal-03870605},
     hal_version = {v1}
   }
   

5. Questioning the Validity of Summarization Datasets and Improving Their Factual Consistency
   Yanzhu Guo, Chloé Clavel, Moussa Kamal Eddine, Michalis Vazirgiannis
   2022 Conference on Empirical Methods in Natural Language Processing, Abu Dhabi, United Arab Emirates, December 2022.
   

   @inproceedings{guo:hal-04494204,
     title = {{Questioning the Validity of Summarization Datasets and Improving Their Factual Consistency}},
     author = {Guo, Yanzhu and Clavel, Chlo{\'e} and Kamal Eddine, Moussa and Vazirgiannis, Michalis},
     url = {https://hal.science/hal-04494204},
     booktitle = {{2022 Conference on Empirical Methods in Natural Language Processing}},
     address = {Abu Dhabi, United Arab Emirates},
     editor = {Goldberg, Yoav and Kozareva, Zornitsa and Zhang, Yue},
     publisher = {{Association for Computational Linguistics}},
     pages = {5716-5727},
     year = {2022},
     month = dec,
     doi = {10.18653/v1/2022.emnlp-main.386},
     hal_id = {hal-04494204},
     hal_version = {v1}
   }
   

6. LogiTorch: A PyTorch-based library for logical reasoning on natural language
   Chadi Helwe, Chloé Clavel, Fabian Suchanek
   The 2022 Conference on Empirical Methods in Natural Language Processing: System Demonstrations, Abu Dhabi, United Arab Emirates, December 2022.
   

   @inproceedings{helwe:hal-03870592,
     title = {{LogiTorch: A PyTorch-based library for logical reasoning on natural language}},
     author = {Helwe, Chadi and Clavel, Chlo{\'e} and Suchanek, Fabian},
     url = {https://imt.hal.science/hal-03870592},
     booktitle = {{The 2022 Conference on Empirical Methods in Natural Language Processing: System Demonstrations}},
     address = {Abu Dhabi, United Arab Emirates},
     year = {2022},
     month = dec,
     pdf = {https://imt.hal.science/hal-03870592v1/file/LogiTorch-9.pdf},
     hal_id = {hal-03870592},
     hal_version = {v1}
   }
   

7. Learning Multi-Level Representations for Hierarchical Music Structure Analysis
   Morgan Buisson, Brian Mcfee, Slim Essid, Helene-Camille Crayencour
   International Society for Music Information Retrieval (ISMIR), Bengaluru, India, December 2022.
   

   @inproceedings{buisson:hal-03780032,
     title = {{Learning Multi-Level Representations for Hierarchical Music Structure Analysis}},
     author = {Buisson, Morgan and Mcfee, Brian and Essid, Slim and Crayencour, Helene-Camille},
     url = {https://hal.science/hal-03780032},
     booktitle = {{International Society for Music Information Retrieval (ISMIR)}},
     address = {Bengaluru, India},
     year = {2022},
     month = dec,
     pdf = {https://hal.science/hal-03780032v1/file/Morgan_Buisson_ismir.pdf},
     hal_id = {hal-03780032},
     hal_version = {v1}
   }
   

8. SSM-NET: FEATURE LEARNING FOR MUSIC STRUCTURE ANALYSIS USING A SELF-SIMILARITY-MATRIX BASED LOSS
   Geoffroy Peeters, Florian Angulo
   Late-Breaking/Demo Session of ISMIR (International Society for Music Infor- mation Retrieval), Bengalore, India, December 2022.
   

   @inproceedings{peeters:hal-03860497,
     title = {{SSM-NET: FEATURE LEARNING FOR MUSIC STRUCTURE ANALYSIS USING A SELF-SIMILARITY-MATRIX BASED LOSS}},
     author = {Peeters, Geoffroy and Angulo, Florian},
     url = {https://telecom-paris.hal.science/hal-03860497},
     booktitle = {{Late-Breaking/Demo Session of ISMIR (International Society for Music Infor- mation Retrieval)}},
     address = {Bengalore, India},
     year = {2022},
     month = dec,
     pdf = {https://telecom-paris.hal.science/hal-03860497v1/file/ISMIR2022_lbd_5.pdf},
     hal_id = {hal-03860497},
     hal_version = {v1}
   }
   

9. Exploiting device and audio data to tag music with User-Aware listening contexts
   Karim M Ibrahim, Elena V. Epure, Geoffroy Peeters, Gael Richard
   International Society for Music Information Retrieval Conference (ISMIR 2022), Bengalore, India, December 2022.
   

   @inproceedings{ibrahim:hal-03903647,
     title = {{Exploiting device and audio data to tag music with User-Aware listening contexts}},
     author = {Ibrahim, Karim M and V. Epure, Elena and Peeters, Geoffroy and Richard, Gael},
     url = {https://telecom-paris.hal.science/hal-03903647},
     booktitle = {{International Society for Music Information Retrieval Conference (ISMIR 2022)}},
     address = {Bengalore, India},
     year = {2022},
     month = dec,
     pdf = {https://telecom-paris.hal.science/hal-03903647v1/file/000021-1.pdf},
     hal_id = {hal-03903647},
     hal_version = {v1}
   }
   

10. Benchopt: Reproducible, efficient and collaborative optimization benchmarks
    Thomas Moreau, Mathurin Massias, Alexandre Gramfort, Pierre Ablin, Pierre-Antoine Bannier, Benjamin Charlier, Mathieu Dagréou, Tom Dupré La Tour, Ghislain Durif, Cassio F. Dantas, Quentin Klopfenstein, Johan Larsson, En Lai, Tanguy Lefort, Benoit Malézieux, Badr Moufad, Binh T Nguyen, Alain Rakotomamonjy, Zaccharie Ramzi, Joseph Salmon, Samuel Vaiter
    NeurIPS 2022 - 36th Conference on Neural Information Processing Systems, New Orleans, United States, November 2022.
    

    @inproceedings{moreau:hal-03830604,
      title = {{Benchopt: Reproducible, efficient and collaborative optimization benchmarks}},
      author = {Moreau, Thomas and Massias, Mathurin and Gramfort, Alexandre and Ablin, Pierre and Bannier, Pierre-Antoine and Charlier, Benjamin and Dagr{\'e}ou, Mathieu and Dupr{\'e} La Tour, Tom and Durif, Ghislain and Dantas, Cassio F. and Klopfenstein, Quentin and Larsson, Johan and Lai, En and Lefort, Tanguy and Mal{\'e}zieux, Benoit and Moufad, Badr and Nguyen, Binh T and Rakotomamonjy, Alain and Ramzi, Zaccharie and Salmon, Joseph and Vaiter, Samuel},
      url = {https://hal.science/hal-03830604},
      booktitle = {{NeurIPS 2022 - 36th Conference on Neural Information Processing Systems}},
      address = {New Orleans, United States},
      year = {2022},
      month = nov,
      pdf = {https://hal.science/hal-03830604v1/file/Benchopt_neurips_2022-1.pdf},
      hal_id = {hal-03830604},
      hal_version = {v1}
    }
    

11. A Conditional Randomization Test for Sparse Logistic Regression in High-Dimension
    Binh T. Nguyen, Bertrand Thirion, Sylvain Arlot
    NeurIPS 2022, New Orleans, United States, November 2022.
    

    @inproceedings{nguyen:hal-03680792,
      title = {{A Conditional Randomization Test for Sparse Logistic Regression in High-Dimension}},
      author = {Nguyen, Binh T. and Thirion, Bertrand and Arlot, Sylvain},
      url = {https://hal.science/hal-03680792},
      booktitle = {{NeurIPS 2022}},
      address = {New Orleans, United States},
      series = {Advances in Neural Information Processing Systems},
      volume = {35},
      year = {2022},
      month = nov,
      pdf = {https://hal.science/hal-03680792v1/file/large-crt-arxiv.pdf},
      hal_id = {hal-03680792},
      hal_version = {v1}
    }
    

12. Training Computational Models of Group Processes without Groundtruth: the Self- vs External Assessment’s Dilemma
    Lucien Maman, Gualtiero Volpe, Giovanna Varni
    ICMI ’22: INTERNATIONAL CONFERENCE ON MULTIMODAL INTERACTION, Bangalore, India, November 2022.
    

    @inproceedings{maman:hal-03787203,
      title = {{Training Computational Models of Group Processes without Groundtruth: the Self- vs External Assessment's Dilemma}},
      author = {Maman, Lucien and Volpe, Gualtiero and Varni, Giovanna},
      url = {https://hal.science/hal-03787203},
      booktitle = {{ICMI '22: INTERNATIONAL CONFERENCE ON MULTIMODAL INTERACTION}},
      address = {Bangalore, India},
      publisher = {{ACM}},
      year = {2022},
      month = nov,
      hal_id = {hal-03787203},
      hal_version = {v1}
    }
    

13. Latent and Adversarial Data Augmentation for Sound Event Detection and Classification
    David Perera, Slim Essid, Gaël Richard
    International workshop on Detection and Classiffication of Acoustic Scenes and Events (DCASE), Nancy, France, November 2022.
    

    @inproceedings{perera:hal-03782827,
      title = {{Latent and Adversarial Data Augmentation for Sound Event Detection and Classification}},
      author = {Perera, David and Essid, Slim and Richard, Ga{\"e}l},
      url = {https://hal.science/hal-03782827},
      booktitle = {{International workshop on Detection and Classiffication of Acoustic Scenes and Events (DCASE)}},
      address = {Nancy, France},
      year = {2022},
      month = nov,
      keywords = {sound event detection ; data augmentation ; adversarial learning},
      pdf = {https://hal.science/hal-03782827v1/file/dcase.pdf},
      hal_id = {hal-03782827},
      hal_version = {v1}
    }
    

14. Scattering at the angles of polyhedral rooms: application of stress-energy tensor conservation in Riemannian spaces
    Jean-Dominique Polack, Aidan Meacham, Roland Badeau, Jean-Christophe Valière
    24th international congress on acoustics, Gyeongju, South Korea, October 2022.
    

    @inproceedings{polack:hal-03671852,
      title = {{Scattering at the angles of polyhedral rooms: application of stress-energy tensor conservation in Riemannian spaces}},
      author = {Polack, Jean-Dominique and Meacham, Aidan and Badeau, Roland and Vali{\`e}re, Jean-Christophe},
      url = {https://telecom-paris.hal.science/hal-03671852},
      booktitle = {{24th international congress on acoustics}},
      address = {Gyeongju, South Korea},
      organization = {{International Commission for Acoustics (ICA) and The Acoustical Society of Korea (ASK)}},
      pages = {1-9},
      year = {2022},
      month = oct,
      keywords = {Riemannian geometry ; Polyhedral rooms ; Scattering ; Stress-energy tensor},
      pdf = {https://telecom-paris.hal.science/hal-03671852v1/file/Polack-ICA-2022.pdf},
      hal_id = {hal-03671852},
      hal_version = {v1}
    }
    

15. The absorptive nature of the scattering coefficient in the stress-energy tensor formalism for room acoustics
    Jean-Dominique Polack, Aidan Meacham, Roland Badeau
    24th international congress on acoustics (ICA 2022), Gyeongju, South Korea, October 2022.
    

    @inproceedings{polack:hal-03671851,
      title = {{The absorptive nature of the scattering coefficient in the stress-energy tensor formalism for room acoustics}},
      author = {Polack, Jean-Dominique and Meacham, Aidan and Badeau, Roland},
      url = {https://telecom-paris.hal.science/hal-03671851},
      booktitle = {{24th international congress on acoustics (ICA 2022)}},
      address = {Gyeongju, South Korea},
      year = {2022},
      month = oct,
      pdf = {https://telecom-paris.hal.science/hal-03671851v1/file/Polack-ICA-2022.pdf},
      hal_id = {hal-03671851},
      hal_version = {v1}
    }
    

16. Domain Adaptation for Stance Detection towards Unseen Target on Social Media
    Ruofan Deng, Li Panl, Chloé Clavel
    2022 10th International Conference on Affective Computing and Intelligent Interaction (ACII), Nara, Japan, October 2022.
    

    @inproceedings{deng:hal-04275993,
      title = {{Domain Adaptation for Stance Detection towards Unseen Target on Social Media}},
      author = {Deng, Ruofan and Panl, Li and Clavel, Chlo{\'e}},
      url = {https://hal.science/hal-04275993},
      booktitle = {{2022 10th International Conference on Affective Computing and Intelligent Interaction (ACII)}},
      address = {Nara, Japan},
      publisher = {{IEEE}},
      pages = {1-8},
      year = {2022},
      month = oct,
      doi = {10.1109/ACII55700.2022.9953818},
      keywords = {Adaptation models ; Affective computing ; Social networking (online) ; Machine learning ; Benchmark testing ; Feature extraction ; Transformers},
      hal_id = {hal-04275993},
      hal_version = {v1}
    }
    

17. Minconvnets: a New Class of Multiplication-Less Neural Networks
    Xuecan Yang, Sumanta Chaudhuri, Laurence Likforman-Sulem, Lirida Naviner
    2022 IEEE International Conference on Image Processing (ICIP), Bordeaux, France, October 2022.
    

    @inproceedings{yang:hal-04297354,
      title = {{Minconvnets: a New Class of Multiplication-Less Neural Networks}},
      author = {Yang, Xuecan and Chaudhuri, Sumanta and Likforman-Sulem, Laurence and Naviner, Lirida},
      url = {https://hal.science/hal-04297354},
      booktitle = {{2022 IEEE International Conference on Image Processing (ICIP)}},
      address = {Bordeaux, France},
      publisher = {{IEEE}},
      pages = {881-885},
      year = {2022},
      month = oct,
      doi = {10.1109/ICIP46576.2022.9897286},
      keywords = {Training ; Correlation ; Quantization (signal) ; Image processing ; Transfer learning ; Neural networks ; Hardware ; Training},
      hal_id = {hal-04297354},
      hal_version = {v1}
    }
    

18. Of Human Criteria and Automatic Metrics: A Benchmark of the Evaluation of Story Generation
    Cyril Chhun, Pierre Colombo, Fabian M Suchanek, Chloé Clavel
    29th International Conference on Computational Linguistics (COLING 2022), Gyeongju, South Korea, October 2022.
    

    @inproceedings{chhun:hal-03801053,
      title = {{Of Human Criteria and Automatic Metrics: A Benchmark of the Evaluation of Story Generation}},
      author = {Chhun, Cyril and Colombo, Pierre and Suchanek, Fabian M and Clavel, Chlo{\'e}},
      url = {https://imt.hal.science/hal-03801053},
      booktitle = {{29th International Conference on Computational Linguistics (COLING 2022)}},
      address = {Gyeongju, South Korea},
      year = {2022},
      month = oct,
      pdf = {https://imt.hal.science/hal-03801053v1/file/2208.11646.pdf},
      hal_id = {hal-03801053},
      hal_version = {v1}
    }
    

19. One Word, Two Sides: Traces of Stance in Contextualized Word Representations
    Aina Garí Soler, Matthieu Labeau, Chloé Clavel
    29th International Conference on Computational Linguistics (COLING 2022), Gyeongju, South Korea, October 2022.
    

    @inproceedings{soler:hal-03860830,
      title = {{One Word, Two Sides: Traces of Stance in Contextualized Word Representations}},
      author = {Soler, Aina Gar{\'i} and Labeau, Matthieu and Clavel, Chlo{\'e}},
      url = {https://telecom-paris.hal.science/hal-03860830},
      booktitle = {{29th International Conference on Computational Linguistics (COLING 2022)}},
      address = {Gyeongju, South Korea},
      year = {2022},
      month = oct,
      pdf = {https://telecom-paris.hal.science/hal-03860830v1/file/2022.coling-1.347.pdf},
      hal_id = {hal-03860830},
      hal_version = {v1}
    }
    

20. Automatic Data Augmentation Selection and Parametrization in Contrastive Self-Supervised Speech Representation Learning
    Salah Zaiem, Titouan Parcollet, Slim Essid
    Interspeech 2022, Incheon, South Korea, September 2022.
    

    @inproceedings{zaiem:hal-03817736,
      title = {{Automatic Data Augmentation Selection and Parametrization in Contrastive Self-Supervised Speech Representation Learning}},
      author = {Zaiem, Salah and Parcollet, Titouan and Essid, Slim},
      url = {https://hal.science/hal-03817736},
      booktitle = {{Interspeech 2022}},
      address = {Incheon, South Korea},
      publisher = {{ISCA}},
      pages = {669-673},
      year = {2022},
      month = sep,
      doi = {10.21437/interspeech.2022-10191},
      pdf = {https://hal.science/hal-03817736v1/file/IS2022%20%2814%29.pdf},
      hal_id = {hal-03817736},
      hal_version = {v1}
    }
    

21. Impact de perturbations internes sur l’entraînement de réseaux profonds pour la détection d’évènements sonores
    David Perera, Slim Essid, Gael Richard
    Colloque Francophone de Traitement du Signal et des Images (GRETSI), Nancy, France, September 2022.
    

    @inproceedings{perera:hal-03759651,
      title = {{Impact de perturbations internes sur l'entra{\^i}nement de r{\'e}seaux profonds pour la d{\'e}tection d'{\'e}v{\`e}nements sonores}},
      author = {Perera, David and Essid, Slim and Richard, Gael},
      url = {https://telecom-paris.hal.science/hal-03759651},
      booktitle = {{Colloque Francophone de Traitement du Signal et des Images (GRETSI)}},
      address = {Nancy, France},
      year = {2022},
      month = sep,
      pdf = {https://telecom-paris.hal.science/hal-03759651v1/file/perera927.pdf},
      hal_id = {hal-03759651},
      hal_version = {v1}
    }
    

22. Apprentissage de bancs de filtres pour la séparation aveugle de sources sonores
    Félix Mathieu, Thomas Courtat, Gael Richard, Geoffroy Peeters
    Colloque Francophone de Traitement du Signal et des Images (GRETSI), Nancy, France, September 2022.
    

    @inproceedings{mathieu:hal-03759647,
      title = {{Apprentissage de bancs de filtres pour la s{\'e}paration aveugle de sources sonores}},
      author = {Mathieu, F{\'e}lix and Courtat, Thomas and Richard, Gael and Peeters, Geoffroy},
      url = {https://telecom-paris.hal.science/hal-03759647},
      booktitle = {{Colloque Francophone de Traitement du Signal et des Images (GRETSI)}},
      address = {Nancy, France},
      year = {2022},
      month = sep,
      pdf = {https://telecom-paris.hal.science/hal-03759647v1/file/mathieu818-1.pdf},
      hal_id = {hal-03759647},
      hal_version = {v1}
    }
    

23. Mitigating Gender Bias of Pre-Trained Face Recognition Models with an Ethical Module
    Jean-Rémy Conti, Nathan Noiry, Vincent Despiegel, Stéphane Gentric, Stephan Clémençon
    Workshop on Trustworthy Artificial Intelligence as a part of the ECML/PKDD 22 program, Grenoble, France, France, September 2022.
    

    @inproceedings{conti:hal-03773368,
      title = {{Mitigating Gender Bias of Pre-Trained Face Recognition Models with an Ethical Module}},
      author = {Conti, Jean-R{\'e}my and Noiry, Nathan and Despiegel, Vincent and Gentric, St{\'e}phane and Cl{\'e}men{\c c}on, Stephan},
      url = {https://hal.science/hal-03773368},
      booktitle = {{Workshop on Trustworthy Artificial Intelligence as a part of the ECML/PKDD 22 program}},
      address = {Grenoble, France, France},
      organization = {{IRT SystemX [IRT SystemX]}},
      year = {2022},
      month = sep,
      keywords = {Fairness ; Bias ; Gender ; Face Recognition ; Representation Learning},
      hal_id = {hal-03773368},
      hal_version = {v1}
    }
    

24. Fractionally Integrated Autoregressive Moving Average processes valued in a separable Hilbert space
    François Roueff
    Adaptive and High-Dimensional Spatio-Temporal Methods for Forecasting, Luminy, France, September 2022.
    

    @inproceedings{roueff:hal-03845277,
      title = {{Fractionally Integrated Autoregressive Moving Average processes valued in a separable Hilbert space}},
      author = {Roueff, Fran{\c c}ois},
      url = {https://hal.science/hal-03845277},
      booktitle = {{Adaptive and High-Dimensional Spatio-Temporal Methods for Forecasting}},
      address = {Luminy, France},
      year = {2022},
      month = sep,
      hal_id = {hal-03845277},
      hal_version = {v1}
    }
    

25. An Exploratory Study on Group Potency Classification from Non-verbal Social Behaviours
    Nicola Corbellini, Eleonora Ceccaldi, Giovanna Varni, Gualtiero Volpe
    12th International Workshop on Human Behavior Understanding, Montreal, Canada, August 2022.
    

    @inproceedings{corbellini:hal-03787205,
      title = {{An Exploratory Study on Group Potency Classification from Non-verbal Social Behaviours}},
      author = {Corbellini, Nicola and Ceccaldi, Eleonora and Varni, Giovanna and Volpe, Gualtiero},
      url = {https://hal.science/hal-03787205},
      booktitle = {{12th International Workshop on Human Behavior Understanding}},
      address = {Montreal, Canada},
      year = {2022},
      month = aug,
      hal_id = {hal-03787205},
      hal_version = {v1}
    }
    

26. Rate-Distortion Theoretic Generalization Bounds for Stochastic Learning Algorithms
    Milad Sefidgaran, Amin Gohari, Gael Richard, Umut Şimşekli
    COLT 2022 - 35th Annual Conference on Learning Theory, London, United Kingdom, July 2022.
    

    @inproceedings{sefidgaran:hal-03759597,
      title = {{Rate-Distortion Theoretic Generalization Bounds for Stochastic Learning Algorithms}},
      author = {Sefidgaran, Milad and Gohari, Amin and Richard, Gael and {\c S}im{\c s}ekli, Umut},
      url = {https://telecom-paris.hal.science/hal-03759597},
      booktitle = {{COLT 2022 - 35th Annual Conference on Learning Theory}},
      address = {London, United Kingdom},
      series = {Proceedings of Machine Learning Research},
      volume = {178},
      year = {2022},
      month = jul,
      keywords = {Generalization error ; Rate-distortion theory ; Source coding},
      pdf = {https://telecom-paris.hal.science/hal-03759597v1/file/sefidgaran22a.pdf},
      hal_id = {hal-03759597},
      hal_version = {v1}
    }
    

27. Implementing the cumulative difference plot in the IOHanalyzer
    Etor Arza, Josu Ceberio, Ekhiñe Irurozki, Aritz Pérez
    GECCO ’22: Genetic and Evolutionary Computation Conference, Boston Massachusetts, United States, July 2022.
    

    @inproceedings{arza:hal-04253784,
      title = {{Implementing the cumulative difference plot in the IOHanalyzer}},
      author = {Arza, Etor and Ceberio, Josu and Irurozki, Ekhi{\~n}e and P{\'e}rez, Aritz},
      url = {https://hal.science/hal-04253784},
      booktitle = {{GECCO '22: Genetic and Evolutionary Computation Conference}},
      address = {Boston Massachusetts, United States},
      publisher = {{ACM}},
      pages = {11-12},
      year = {2022},
      month = jul,
      doi = {10.1145/3520304.3534050},
      hal_id = {hal-04253784},
      hal_version = {v1}
    }
    

28. Mitigating Gender Bias in Face Recognition Using the von Mises-Fisher Mixture Model
    Stéphan Clémençon, Jean-Rémy Conti, Nathan Noiry, Vincent Despiegel, Stéphane Gentric
    ICML, Honolulu, United States, July 2022.
    

    @inproceedings{clemencon:hal-04268476,
      title = {{Mitigating Gender Bias in Face Recognition Using the von Mises-Fisher Mixture Model}},
      author = {Cl{\'e}men{\c c}on, St{\'e}phan and Conti, Jean-R{\'e}my and Noiry, Nathan and Despiegel, Vincent and Gentric, St{\'e}phane},
      url = {https://telecom-paris.hal.science/hal-04268476},
      booktitle = {{ICML}},
      address = {Honolulu, United States},
      volume = {PMLR 162:4344-4369},
      year = {2022},
      month = jul,
      pdf = {https://telecom-paris.hal.science/hal-04268476v1/file/conti22a.pdf},
      hal_id = {hal-04268476},
      hal_version = {v1}
    }
    

29. Functional Output Regression with Infimal Convolution: Exploring the Huber and -insensitive Losses
    Alex Lambert, Dimitri Bouche, Zoltan Szabo, Florence d’Alché-Buc
    International Conference on Machine Learning - 2022, Baltimore, United States, July 2022.
    

    @inproceedings{lambert:hal-03807108,
      title = {{Functional Output Regression with Infimal Convolution: Exploring the Huber and -insensitive Losses}},
      author = {Lambert, Alex and Bouche, Dimitri and Szabo, Zoltan and d'Alch{\'e}-Buc, Florence},
      url = {https://hal.science/hal-03807108},
      booktitle = {{International Conference on Machine Learning - 2022}},
      address = {Baltimore, United States},
      series = {Proceedings of Machine Learning Research},
      volume = {162},
      year = {2022},
      month = jul,
      pdf = {https://hal.science/hal-03807108v1/file/lambert22a.pdf},
      hal_id = {hal-03807108},
      hal_version = {v1}
    }
    

30. Learning to Predict Graphs with Fused Gromov-Wasserstein Barycenters
    Luc Brogat-Motte, Rémi Flamary, Celine Brouard, Juho Rousu, Florence d’Alché-Buc
    ICML 2022 - 39th International Conference on Machine Learning, Baltimore, United States, July 2022.
    

    @inproceedings{brogatmotte:hal-03670855,
      title = {{Learning to Predict Graphs with Fused Gromov-Wasserstein Barycenters}},
      author = {Brogat-Motte, Luc and Flamary, R{\'e}mi and Brouard, Celine and Rousu, Juho and d'Alch{\'e}-Buc, Florence},
      url = {https://hal.science/hal-03670855},
      booktitle = {{ICML 2022 - 39th International Conference on Machine Learning}},
      address = {Baltimore, United States},
      volume = {162},
      year = {2022},
      month = jul,
      hal_id = {hal-03670855},
      hal_version = {v1}
    }
    

31. FVTD simulation of the acoustics of the Phonocamptic Cave in Noyon
    Hugo Duval, Antoine Thomas, Aidan Meacham, Roland Badeau, Jean-Christophe Valière, Jean-Dominique Polack
    The Acoustics of Ancient Theatres, Verona, Italy, July 2022.
    

    @inproceedings{duval:hal-03670586,
      title = {{FVTD simulation of the acoustics of the Phonocamptic Cave in Noyon}},
      author = {Duval, Hugo and Thomas, Antoine and Meacham, Aidan and Badeau, Roland and Vali{\`e}re, Jean-Christophe and Polack, Jean-Dominique},
      url = {https://telecom-paris.hal.science/hal-03670586},
      booktitle = {{The Acoustics of Ancient Theatres}},
      address = {Verona, Italy},
      year = {2022},
      month = jul,
      pdf = {https://telecom-paris.hal.science/hal-03670586v1/file/AAT_Verona_2020_FVTD.pdf},
      hal_id = {hal-03670586},
      hal_version = {v1}
    }
    

32. Adapting the EST method to ancient theatres: a proposal
    Jean-Dominique Polack, Aidan Meacham, Roland Badeau, Jean-Christophe Valière
    The Acoustics of Ancient Theatres, Verona, Italy, July 2022.
    

    @inproceedings{polack:hal-03670577,
      title = {{Adapting the EST method to ancient theatres: a proposal}},
      author = {Polack, Jean-Dominique and Meacham, Aidan and Badeau, Roland and Vali{\`e}re, Jean-Christophe},
      url = {https://telecom-paris.hal.science/hal-03670577},
      booktitle = {{The Acoustics of Ancient Theatres}},
      address = {Verona, Italy},
      year = {2022},
      month = jul,
      pdf = {https://telecom-paris.hal.science/hal-03670577v1/file/EST_for_ancient_theatres3.pdf},
      hal_id = {hal-03670577},
      hal_version = {v1}
    }
    

33. Polysemy in Spoken Conversations and Written Texts
    Aina Garí Soler, Matthieu Labeau, Chloé Clavel
    13th Conference on Language Resources and Evaluation (LREC 2022), Marseille, France, June 2022.
    

    @inproceedings{soler:hal-03860827,
      title = {{Polysemy in Spoken Conversations and Written Texts}},
      author = {Soler, Aina Gar{\'i} and Labeau, Matthieu and Clavel, Chlo{\'e}},
      url = {https://telecom-paris.hal.science/hal-03860827},
      booktitle = {{13th Conference on Language Resources and Evaluation (LREC 2022)}},
      address = {Marseille, France},
      year = {2022},
      month = jun,
      keywords = {Semantics ; Word Sense Disambiguation ; Document classification / Text categorisation},
      pdf = {https://telecom-paris.hal.science/hal-03860827v1/file/2022.lrec-1.179.pdf},
      hal_id = {hal-03860827},
      hal_version = {v1}
    }
    

34. EZCAT: an Easy Conversation Annotation Tool
    Gaël Guibon, Luce Lefeuvre, Matthieu Labeau, Chloé Clavel
    13th Conference on Language Resources and Evaluation (LREC 2022), Marseille, France, June 2022.
    

    @inproceedings{guibon:hal-04273536,
      title = {{EZCAT: an Easy Conversation Annotation Tool}},
      author = {Guibon, Ga{\"e}l and Lefeuvre, Luce and Labeau, Matthieu and Clavel, Chlo{\'e}},
      url = {https://hal.science/hal-04273536},
      booktitle = {{13th Conference on Language Resources and Evaluation (LREC 2022)}},
      address = {Marseille, France},
      year = {2022},
      month = jun,
      keywords = {conversations ; annotation tool ; text messages},
      pdf = {https://hal.science/hal-04273536v1/file/2022.lrec-1.190.pdf},
      hal_id = {hal-04273536},
      hal_version = {v1}
    }
    

35. Opinions in Interactions : New Annotations of the SEMAINE Database
    Valentin Barrière, Chloé Clavel, Slim Essid
    LREC, Marseille, France, June 2022.
    

    @inproceedings{barriere:hal-04276012,
      title = {{Opinions in Interactions : New Annotations of the SEMAINE Database}},
      author = {Barri{\`e}re, Valentin and Clavel, Chlo{\'e} and Essid, Slim},
      url = {https://hal.science/hal-04276012},
      booktitle = {{LREC}},
      address = {Marseille, France},
      year = {2022},
      month = jun,
      keywords = {Opinion Multimodal Machine Learning Interactions ; Opinion ; Multimodal Machine Learning ; Interactions},
      pdf = {https://hal.science/hal-04276012v1/file/2022.lrec-1.762.pdf},
      hal_id = {hal-04276012},
      hal_version = {v1}
    }
    

36. Is on-line handwriting gender-sensitive? what tells us a combination of statistical and machine learning approaches
    Laurence Likforman-Sulem, Gennaro Cordasco, Anna Esposito
    ICPRAI 2022 :3rd International Conference on Pattern Recognition and Artificial Intelligence, Paris, France, June 2022.
    

    @inproceedings{likformansulem:hal-04166172,
      title = {{Is on-line handwriting gender-sensitive? what tells us a combination of statistical and machine learning approaches}},
      author = {Likforman-Sulem, Laurence and Cordasco, Gennaro and Esposito, Anna},
      url = {https://telecom-paris.hal.science/hal-04166172},
      booktitle = {{ICPRAI 2022 :3rd International Conference on Pattern Recognition and Artificial Intelligence}},
      address = {Paris, France},
      volume = {13363},
      year = {2022},
      month = jun,
      doi = {10.1007/978-3-031-09037-0\_24},
      pdf = {https://telecom-paris.hal.science/hal-04166172v1/file/ICPRAI_2022_paper_59_easychair.pdf},
      hal_id = {hal-04166172},
      hal_version = {v1}
    }
    

37. PHASE SHIFTED BEDROSIAN FILTERBANK: AN INTERPRETABLE AUDIO FRONT-END FOR TIME-DOMAIN AUDIO SOURCE SEPARATION
    Félix Mathieu, Thomas Courtat, Gael Richard, Geoffroy Peeters
    ICASSP, Singapour, Singapore, May 2022.
    

    @inproceedings{mathieu:hal-03708610,
      title = {{PHASE SHIFTED BEDROSIAN FILTERBANK: AN INTERPRETABLE AUDIO FRONT-END FOR TIME-DOMAIN AUDIO SOURCE SEPARATION}},
      author = {Mathieu, F{\'e}lix and Courtat, Thomas and Richard, Gael and Peeters, Geoffroy},
      url = {https://hal.science/hal-03708610},
      booktitle = {{ICASSP}},
      address = {Singapour, Singapore},
      year = {2022},
      month = may,
      doi = {10.1109/ICASSP43922.2022.9746122},
      pdf = {https://hal.science/hal-03708610v1/file/Mathieu.pdf},
      hal_id = {hal-03708610},
      hal_version = {v1}
    }
    

38. Generalized Sliced Probability Metrics
    Soheil Kolouri, Kimia Nadjahi, Shahin Shahrampour, Umut Simsekli
    ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing, Singapore, Singapore, May 2022.
    

    @inproceedings{kolouri:hal-03935833,
      title = {{Generalized Sliced Probability Metrics}},
      author = {Kolouri, Soheil and Nadjahi, Kimia and Shahrampour, Shahin and Simsekli, Umut},
      url = {https://inria.hal.science/hal-03935833},
      booktitle = {{ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing}},
      address = {Singapore, Singapore},
      publisher = {{IEEE}},
      pages = {4513-4517},
      year = {2022},
      month = may,
      doi = {10.1109/ICASSP43922.2022.9746016},
      keywords = {Sliced probability metrics ; Gradient flows ; Gradient methods ; Learning (artificial intelligence) ; Probability},
      hal_id = {hal-03935833},
      hal_version = {v1}
    }
    

39. ”You might think about slightly revising the title”: Identifying Hedges in Peer-tutoring Interactions
    Yann Raphalen, Chloé Clavel, Justine Cassell
    ACL 2022 - 60th Annual Meeting of the Association for Computational Linguistics, Dublin, Ireland, May 2022. (Volume 1: L....
    

    @inproceedings{raphalen:hal-03990509,
      title = {{''You might think about slightly revising the title'': Identifying Hedges in Peer-tutoring Interactions}},
      author = {Raphalen, Yann and Clavel, Chlo{\'e} and Cassell, Justine},
      url = {https://inria.hal.science/hal-03990509},
      note = {(Volume 1: Long Papers)},
      booktitle = {{ACL 2022 - 60th Annual Meeting of the Association for Computational Linguistics}},
      address = {Dublin, Ireland},
      organization = {{Association for Computational Linguistics}},
      publisher = {{Association for Computational Linguistics}},
      volume = {1},
      pages = {2160-2174},
      year = {2022},
      month = may,
      doi = {10.18653/v1/2022.acl-long.153},
      keywords = {Hedging ; NLP ; CoML ; Dialog System},
      pdf = {https://inria.hal.science/hal-03990509v1/file/2022.acl-long.153.pdf},
      hal_id = {hal-03990509},
      hal_version = {v1}
    }
    

40. Learning Disentangled Textual Representations via Statistical Measures of Similarity
    Pierre Colombo, Guillaume Staerman, Nathan Noiry, Pablo Piantanida
    60th Annual Meeting of the Association for Computational Linguistics, Dublin (Ireland), Ireland, May 2022.
    

    @inproceedings{colombo:hal-04540314,
      title = {{Learning Disentangled Textual Representations via Statistical Measures of Similarity}},
      author = {Colombo, Pierre and Staerman, Guillaume and Noiry, Nathan and Piantanida, Pablo},
      url = {https://hal.science/hal-04540314},
      booktitle = {{60th Annual Meeting of the Association for Computational Linguistics}},
      address = {Dublin (Ireland), Ireland},
      editor = {Muresan, Smaranda and Nakov, Preslav and Villavicencio, Aline},
      publisher = {{Association for Computational Linguistics}},
      pages = {2614--2630},
      year = {2022},
      month = may,
      doi = {10.18653/v1/2022.acl-long.187},
      pdf = {https://hal.science/hal-04540314v1/file/Learning.pdf},
      hal_id = {hal-04540314},
      hal_version = {v1}
    }
    

41. Flow-Based Fast Multichannel Nonnegative Matrix Factorization for Blind Source Separation
    Aditya Arie Nugraha, Kouhei Sekiguchi, Mathieu Fontaine, Yoshiaki Bando, Kazuyoshi Yoshii
    2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2022), Singapore, Singapore, May 2022.
    

    @inproceedings{nugraha:hal-03637425,
      title = {{Flow-Based Fast Multichannel Nonnegative Matrix Factorization for Blind Source Separation}},
      author = {Nugraha, Aditya Arie and Sekiguchi, Kouhei and Fontaine, Mathieu and Bando, Yoshiaki and Yoshii, Kazuyoshi},
      url = {https://telecom-paris.hal.science/hal-03637425},
      booktitle = {{2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP  2022)}},
      address = {Singapore, Singapore},
      year = {2022},
      month = may,
      keywords = {normalizing flow ; multichannel nonnegative matrix factorization ; joint diagonalization ; blind source separation},
      pdf = {https://telecom-paris.hal.science/hal-03637425v1/file/_ICASSP_22__NF_FastMNMF.pdf},
      hal_id = {hal-03637425},
      hal_version = {v1}
    }
    

42. Riemannian space tessellation with polyhedral room images
    Jean-Dominique Polack, Aidan Meacham, Roland Badeau, Jean-Christophe Valière
    16e Congrès Français d’Acoustique (CFA 2022), Marseille, France, April 2022.
    

    @inproceedings{polack:hal-03559402,
      title = {{Riemannian space tessellation with polyhedral room images}},
      author = {Polack, Jean-Dominique and Meacham, Aidan and Badeau, Roland and Vali{\`e}re, Jean-Christophe},
      url = {https://telecom-paris.hal.science/hal-03559402},
      booktitle = {{16e Congr{\`e}s Fran{\c c}ais d'Acoustique (CFA 2022)}},
      address = {Marseille, France},
      year = {2022},
      month = apr,
      hal_id = {hal-03559402},
      hal_version = {v1}
    }
    

43. Riemannian space tessellation with polyhedral room images
    Jean-Dominique Polack, Aidan Meacham, Roland Badeau, Jean-Christophe Valière
    16ème Congrès Français d’Acoustique, CFA2022, Marseille, France, April 2022.
    

    @inproceedings{polack:hal-03848222,
      title = {{Riemannian space tessellation with polyhedral room images}},
      author = {Polack, Jean-Dominique and Meacham, Aidan and Badeau, Roland and Vali{\`e}re, Jean-Christophe},
      url = {https://hal.science/hal-03848222},
      booktitle = {{16{\`e}me Congr{\`e}s Fran{\c c}ais d'Acoustique, CFA2022}},
      address = {Marseille, France},
      organization = {{Soci{\'e}t{\'e} Fran{\c c}aise d'Acoustique and Laboratoire de M{\'e}canique et d'Acoustique}},
      year = {2022},
      month = apr,
      pdf = {https://hal.science/hal-03848222v1/file/CFA2022_Comm255.pdf},
      hal_id = {hal-03848222},
      hal_version = {v1}
    }
    

44. Confirming dimensional reduction assumptions for the energy-stress tensor through comparison with high-frequency wave-based pressure simulations
    Aidan Meacham, Roland Badeau, Jean-Dominique Polack
    16ème Congrès Français d’Acoustique, CFA2022, Marseille, France, April 2022.
    

    @inproceedings{meacham:hal-03848224,
      title = {{Confirming dimensional reduction assumptions for the energy-stress tensor  through comparison with high-frequency wave-based pressure simulations}},
      author = {Meacham, Aidan and Badeau, Roland and Polack, Jean-Dominique},
      url = {https://hal.science/hal-03848224},
      booktitle = {{16{\`e}me Congr{\`e}s Fran{\c c}ais d'Acoustique, CFA2022}},
      address = {Marseille, France},
      organization = {{Soci{\'e}t{\'e} Fran{\c c}aise d'Acoustique and Laboratoire de M{\'e}canique et d'Acoustique}},
      year = {2022},
      month = apr,
      pdf = {https://hal.science/hal-03848224v1/file/CFA2022_Comm254.pdf},
      hal_id = {hal-03848224},
      hal_version = {v1}
    }
    

45. Algorithmes rapides pour la modélisation d’une réponse de salle dont l’atténuation dépend de la fréquence
    Achille Aknin, Roland Badeau
    16e Congrès Français d’Acoustique (CFA 2022), Marseille, France, April 2022.
    

    @inproceedings{aknin:hal-03559398,
      title = {{Algorithmes rapides pour la mod{\'e}lisation d'une r{\'e}ponse de salle dont l'att{\'e}nuation d{\'e}pend de la fr{\'e}quence}},
      author = {Aknin, Achille and Badeau, Roland},
      url = {https://telecom-paris.hal.science/hal-03559398},
      booktitle = {{16e Congr{\`e}s Fran{\c c}ais d'Acoustique (CFA 2022)}},
      address = {Marseille, France},
      organization = {{Soci{\'e}t{\'e} Fran{\c c}aise d'Acoustique and Laboratoire de M{\'e}canique et d'Acoustique}},
      year = {2022},
      month = apr,
      pdf = {https://telecom-paris.hal.science/hal-03559398v1/file/Algorithmes_rapides_pour_la_mod_lisation_d_une_r_ponse_de_salle_dont_l_att_nuation_d_pend_de_la_fr_quence___CFA_2022.pdf},
      hal_id = {hal-03559398},
      hal_version = {v1}
    }
    

46. Statistical Depth Functions for Ranking Distributions: Definitions, Statistical Learning and Applications
    Morgane Goibert, Stéphan Clémençon, Ekhine Irurozki, Pavlo Mozharovskyi
    25th International Conference on Artificial Intelligence and Statistics AISTATS 2022, Valence, Spain, March 2022.
    

    @inproceedings{goibert:hal-03537148,
      title = {{Statistical Depth Functions for Ranking Distributions: Definitions, Statistical Learning and Applications}},
      author = {Goibert, Morgane and Cl{\'e}men{\c c}on, St{\'e}phan and Irurozki, Ekhine and Mozharovskyi, Pavlo},
      url = {https://hal.science/hal-03537148},
      booktitle = {{25th International Conference on Artificial Intelligence and Statistics AISTATS 2022}},
      address = {Valence, Spain},
      year = {2022},
      month = mar,
      pdf = {https://hal.science/hal-03537148v1/file/Depth_function_ranking_AISTATS2022.pdf},
      hal_id = {hal-03537148},
      hal_version = {v1}
    }
    

47. Analysis of a Target-Based Actor-Critic Algorithm with Linear Function Approximation
    Anas Barakat, Pascal Bianchi, Julien Lehmann
    25th International Conference on Artificial Intelligence and Statistics, Virtual, Unknown Region, March 2022.
    

    @inproceedings{barakat:hal-03860881,
      title = {{Analysis of a Target-Based Actor-Critic Algorithm with Linear Function Approximation}},
      author = {Barakat, Anas and Bianchi, Pascal and Lehmann, Julien},
      url = {https://hal.science/hal-03860881},
      booktitle = {{25th International Conference on Artificial Intelligence and Statistics}},
      address = {Virtual, Unknown Region},
      series = {Proceedings of the 25th International Conference on Artificial Intelligence and Statistics (AISTATS) 2022},
      volume = {151},
      year = {2022},
      month = mar,
      pdf = {https://hal.science/hal-03860881v1/file/barakat22a.pdf},
      hal_id = {hal-03860881},
      hal_version = {v1}
    }
    

48. InfoLM: A New Metric to Evaluate Summarization & Data2Text Generation
    Pierre Jean A. Colombo, Chloé Clavel, Pablo Piantanida
    AAAI : Technical Track on Speech and Natural Language Processing, Online (Guadalajara), Mexico, February 2022.
    

    @inproceedings{colombo:hal-04575362,
      title = {{InfoLM: A New Metric to Evaluate Summarization \& Data2Text Generation}},
      author = {Colombo, Pierre Jean A. and Clavel, Chlo{\'e} and Piantanida, Pablo},
      url = {https://hal.science/hal-04575362},
      booktitle = {{AAAI : Technical Track on Speech and Natural Language Processing}},
      address = {Online  (Guadalajara), Mexico},
      publisher = {{AAAI Press : Association for the Advancement of Artificial Intelligence}},
      volume = {36},
      number = {10},
      pages = {10554-10562},
      year = {2022},
      month = feb,
      doi = {10.1609/aaai.v36i10.21299},
      keywords = {Speech \& Natural Language Processing (SNLP) ; Machine Learning (ML)},
      hal_id = {hal-04575362},
      hal_version = {v1}
    }
    

49. Direction-Aware Adaptive Online Neural Speech Enhancement with an Augmented Reality Headset in Real Noisy Conversational Environments
    Kouhei Sekiguchi, Aditya Arie Nugraha, Yicheng Du, Yoshiaki Bando, Mathieu Fontaine, Kazuyoshi Yoshii
    2022 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2022), Kyoto, France, 2022.
    

    @inproceedings{sekiguchi:hal-03727169,
      title = {{Direction-Aware Adaptive Online Neural Speech Enhancement with an Augmented Reality Headset in Real Noisy Conversational Environments}},
      author = {Sekiguchi, Kouhei and Nugraha, Aditya Arie and Du, Yicheng and Bando, Yoshiaki and Fontaine, Mathieu and Yoshii, Kazuyoshi},
      url = {https://telecom-paris.hal.science/hal-03727169},
      booktitle = {{2022 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2022)}},
      address = {Kyoto, France},
      year = {2022},
      pdf = {https://telecom-paris.hal.science/hal-03727169v1/file/_IROS_22__Direction_Aware_Adaptive_Online_Neural_Speech_Enhancement.pdf},
      hal_id = {hal-03727169},
      hal_version = {v1}
    }
    

50. Participation de l’équipe TGV à DEFT 2022 : Prédiction automatique de notes d’étudiants à des questionnaires en fonction du type de question
    Vanessa Gaudray Bouju, Margot Guettier, Gwennola Lerus, Gaël Guibon, Matthieu Labeau, Luce Lefeuvre
    Traitement Automatique des Langues Naturelles, Avignon, France, 2022.
    

    @inproceedings{gaudraybouju:hal-03701451,
      title = {{Participation de l'{\'e}quipe TGV {\`a} DEFT 2022 : Pr{\'e}diction automatique de notes d'{\'e}tudiants {\`a} des questionnaires en fonction du type de question}},
      author = {Gaudray Bouju, Vanessa and Guettier, Margot and Lerus, Gwennola and Guibon, Ga{\"e}l and Labeau, Matthieu and Lefeuvre, Luce},
      url = {https://hal.science/hal-03701451},
      booktitle = {{Traitement Automatique des Langues Naturelles}},
      address = {Avignon, France},
      editor = {Est{\`e}ve, Yannick and Jim{\'e}nez, Tania and Parcollet, Titouan and Zanon Boito, Marcely},
      publisher = {{ATALA}},
      pages = {23-35},
      year = {2022},
      keywords = {{\'e}valuation automatique ; approche diff{\'e}renci{\'e}e ; arbre de d{\'e}cision. ; {\'e}valuation automatique ; Classification},
      pdf = {https://hal.science/hal-03701451v1/file/5931.pdf},
      hal_id = {hal-03701451},
      hal_version = {v1}
    }
    

51. DNN-FREE LOW-LATENCY ADAPTIVE SPEECH ENHANCEMENT BASED ON FRAME-ONLINE BEAMFORMING POWERED BY BLOCK-ONLINE FASTMNMF
    Aditya Arie Nugraha, Kouhei Sekiguchi, Mathieu Fontaine, Yoshiaki Bando, Kazuyoshi Yoshii
    17th International Workshop on Acoustic Signal Enhancement (IWAENC 2022), Bamberg, Germany, 2022.
    

    @inproceedings{nugraha:hal-03821095,
      title = {{DNN-FREE LOW-LATENCY ADAPTIVE SPEECH ENHANCEMENT BASED ON FRAME-ONLINE BEAMFORMING POWERED BY BLOCK-ONLINE FASTMNMF}},
      author = {Nugraha, Aditya Arie and Sekiguchi, Kouhei and Fontaine, Mathieu and Bando, Yoshiaki and Yoshii, Kazuyoshi},
      url = {https://telecom-paris.hal.science/hal-03821095},
      booktitle = {{17th International Workshop on Acoustic Signal Enhancement (IWAENC 2022)}},
      address = {Bamberg, Germany},
      year = {2022},
      keywords = {speech enhancement ; beamforming ; blind source separation ; automatic speech recognition},
      pdf = {https://telecom-paris.hal.science/hal-03821095v1/file/2207.10934.pdf},
      hal_id = {hal-03821095},
      hal_version = {v1}
    }
    

52. Listen to Interpret: Post-hoc Interpretability for Audio Networks with NMF
    Parekh Jayneel, Parekh Sanjeel, Mozharovskyi Pavlo, d’Alché-Buc Florence, Gael Richard
    Advances in Neural Information Processing Systems, New Orleans, United States, 2022.
    

    @inproceedings{jayneel:hal-04168435,
      title = {{Listen to Interpret: Post-hoc Interpretability for Audio Networks with NMF}},
      author = {Jayneel, Parekh and Sanjeel, Parekh and Pavlo, Mozharovskyi and Florence, d'Alch{\'e}-Buc and Richard, Gael},
      url = {https://hal.science/hal-04168435},
      booktitle = {{Advances in Neural Information Processing Systems}},
      address = {New Orleans, United States},
      year = {2022},
      pdf = {https://hal.science/hal-04168435v1/file/NeurIPS-2022-listen-to-interpret-post-hoc-interpretability-for-audio-networks-with-nmf-Paper-Conference.pdf},
      hal_id = {hal-04168435},
      hal_version = {v1}
    }
    

53. A general sample complexity analysis of vanilla policy gradient
    Rui Yuan, Robert M Gower, Alessandro Lazaric
    International Conference on Artificial Intelligence and Statistics, Virtual conference (Covid), France, 2022.
    

    @inproceedings{yuan:hal-04255228,
      title = {{A general sample complexity analysis of vanilla policy gradient}},
      author = {Yuan, Rui and Gower, Robert M and Lazaric, Alessandro},
      url = {https://telecom-paris.hal.science/hal-04255228},
      booktitle = {{International Conference on Artificial Intelligence and Statistics}},
      address = {Virtual conference (Covid), France},
      year = {2022},
      pdf = {https://telecom-paris.hal.science/hal-04255228v1/file/yuan22a.pdf},
      hal_id = {hal-04255228},
      hal_version = {v1}
    }
    

54. What are the best systems? New perspectives on NLPBenchmarking
    Ekhine Irurozki, Pierre Colombo, Nathan Noiry, Stéphan Clémençon
    Conference on Neural Information Processing Systems, New Orleans, United States, 2022.
    

    @inproceedings{irurozki:hal-04253771,
      title = {{What are the best systems? New perspectives on NLPBenchmarking}},
      author = {Irurozki, Ekhine and Colombo, Pierre and Noiry, Nathan and Cl{\'e}men{\c c}on, St{\'e}phan},
      url = {https://hal.science/hal-04253771},
      booktitle = {{Conference on Neural Information Processing Systems}},
      address = {New Orleans, United States},
      year = {2022},
      pdf = {https://hal.science/hal-04253771v1/file/NeurIPS-2022-what-are-the-best-systems-new-perspectives-on-nlp-benchmarking-Paper-Conference.pdf},
      hal_id = {hal-04253771},
      hal_version = {v1}
    }
    

55. Direction-Aware Joint Adaptation of Neural Speech Enhancement and Recognition in Real Multiparty Conversational Environments
    Yicheng Du, Aditya Arie Nugraha, Kouhei Sekiguchi, Yoshiaki Bando, Mathieu Fontaine, Kazuyoshi Yoshii
    INTERSPEECH, Incheon, South Korea, 2022.
    

    @inproceedings{du:hal-03727181,
      title = {{Direction-Aware Joint Adaptation of Neural Speech Enhancement and Recognition in Real Multiparty Conversational Environments}},
      author = {Du, Yicheng and Nugraha, Aditya Arie and Sekiguchi, Kouhei and Bando, Yoshiaki and Fontaine, Mathieu and Yoshii, Kazuyoshi},
      url = {https://telecom-paris.hal.science/hal-03727181},
      booktitle = {{INTERSPEECH}},
      address = {Incheon, South Korea},
      year = {2022},
      keywords = {speech enhancement ; speech recognition ; humancomputer interaction ; run-time adaptation},
      pdf = {https://telecom-paris.hal.science/hal-03727181v1/file/interspeech_2022.pdf},
      hal_id = {hal-03727181},
      hal_version = {v1}
    }
    

56. Escaping limit cycles: Global convergence for constrained nonconvex-nonconcave minimax problems
    Thomas Pethick, Puya Latafat, Panagiotis Patrinos, Olivier Fercoq, Volkan Cevher
    International Conference on Learning Representations, online, France, 2022.
    

    @inproceedings{pethick:hal-03602455,
      title = {{Escaping limit cycles: Global convergence for constrained nonconvex-nonconcave minimax problems}},
      author = {Pethick, Thomas and Latafat, Puya and Patrinos, Panagiotis and Fercoq, Olivier and Cevher, Volkan},
      url = {https://hal.science/hal-03602455},
      booktitle = {{International Conference on Learning Representations}},
      address = {online, France},
      year = {2022},
      pdf = {https://hal.science/hal-03602455v2/file/escaping_limit_cycles_global_c.pdf},
      hal_id = {hal-03602455},
      hal_version = {v2}
    }
    

Unpublished

1. Membership Inference Attacks via Adversarial Examples
   Hamid Jalalzai, Elie Kadoche, Rémi Leluc, Vincent Plassier
   December 2022. Trustworthy ....
   

   @unpublished{jalalzai:hal-03910286,
     title = {{Membership Inference Attacks via Adversarial Examples}},
     author = {Jalalzai, Hamid and Kadoche, Elie and Leluc, R{\'e}mi and Plassier, Vincent},
     url = {https://inria.hal.science/hal-03910286},
     note = {Trustworthy and Socially Responsible Machine Learning (TSRML 2022) co-located with NeurIPS 2022},
     year = {2022},
     month = dec,
     hal_id = {hal-03910286},
     hal_version = {v1}
   }
   

2. Privacy in Machine Learning
   Rachel Cummings, Mathias Valla, Luca Nesterenko, Tamim El Ahmad, Mehrasa Ahmadipour, Veronica Lachi, Clément Lalanne, Emilia Siviero, Clément Ogier, Ashna Jose, Aadil Oufkir
   CIRM – Centre International de Rencontres Mathématiques, Marseille, France, May 2022. Lecture.
   

   @unpublished{cummings:hal-04723548,
     title = {{Privacy in Machine Learning}},
     author = {Cummings, Rachel and Valla, Mathias and Nesterenko, Luca and El Ahmad, Tamim and Ahmadipour, Mehrasa and Lachi, Veronica and Lalanne, Cl{\'e}ment and Siviero, Emilia and Ogier, Cl{\'e}ment and Jose, Ashna and Oufkir, Aadil},
     url = {https://hal.science/hal-04723548},
     note = {Lecture},
     type = {Doctoral},
     address = {CIRM -- Centre International de Rencontres Math{\'e}matiques, Marseille, France},
     pages = {18},
     year = {2022},
     month = may,
     pdf = {https://hal.science/hal-04723548v1/file/CIRM_lecture_notes_Cummings_privacy.pdf},
     hal_id = {hal-04723548},
     hal_version = {v1}
   }
   

3. Wind power predictions from nowcasts to 4-hour forecasts: a learning approach with variable selection
   Dimitri Bouche, Rémi Flamary, Florence d’Alché-Buc, Riwal Plougonven, Marianne Clausel, Jordi Badosa, Philippe Drobinski
   May 2022. The authors ....
   

   @unpublished{bouche:hal-03673674,
     title = {{Wind power predictions from nowcasts to 4-hour forecasts: a learning approach with variable selection}},
     author = {Bouche, Dimitri and Flamary, R{\'e}mi and d'Alch{\'e}-Buc, Florence and Plougonven, Riwal and Clausel, Marianne and Badosa, Jordi and Drobinski, Philippe},
     url = {https://hal.science/hal-03673674},
     note = {The authors would like to acknowledge the company Z{\'e}phyr ENR, and especially its CEO Christian Briard, for providing the data from its wind farms.},
     year = {2022},
     month = may,
     keywords = {Wind speed forecasting ; Wind energy forecasting ; Machine learning ; Numerical weather prediction ; Downscaling},
     hal_id = {hal-03673674},
     hal_version = {v1}
   }
   

4. Elliptically Contoured Alpha-Stable Representation for MUSIC-Based Sound Source Localization
   Mathieu Fontaine, Diego Di Carlo, Kouhei Sekiguchi, Aditya Arie Nugraha, Yoshiaki Bando, Kazuyoshi Yoshii
   March 2022. working pape....
   

   @unpublished{fontaine:hal-03608767,
     title = {{Elliptically Contoured Alpha-Stable Representation for MUSIC-Based Sound Source Localization}},
     author = {Fontaine, Mathieu and Di Carlo, Diego and Sekiguchi, Kouhei and Nugraha, Aditya Arie and Bando, Yoshiaki and Yoshii, Kazuyoshi},
     url = {https://hal.science/hal-03608767},
     note = {working paper or preprint},
     year = {2022},
     month = mar,
     keywords = {sound source localization ; MUSIC ; $\alpha$-stable theory ; covariation},
     pdf = {https://hal.science/hal-03608767v1/file/EUSIPCO_22_Mathieu_alphaMUSIC.pdf},
     hal_id = {hal-03608767},
     hal_version = {v1}
   }
   

5. Riemannian space tessellation with polyhedral room images
   Jean-Dominique Polack, Aidan Meacham, Roland Badeau, Jean-Christophe Valière
   March 2022. working pape....
   

   @unpublished{polack:hal-03598258,
     title = {{Riemannian space tessellation with polyhedral room images}},
     author = {Polack, Jean-Dominique and Meacham, Aidan and Badeau, Roland and Vali{\`e}re, Jean-Christophe},
     url = {https://hal.science/hal-03598258},
     note = {working paper or preprint},
     year = {2022},
     month = mar,
     keywords = {Riemannian geometry ; polyhedral rooms ; scattering ; stressenergy tensor ; room acoustic modelling},
     pdf = {https://hal.science/hal-03598258v1/file/Riemannian%20space%20tessellation.pdf},
     hal_id = {hal-03598258},
     hal_version = {v1}
   }
   

6. Approximate Bayesian computation with the sliced-Wasserstein distance
   Kimia Nadjahi, Valentin Bortoli, Alain Durmus, Roland Badeau, Umut Şimşekli
   2022. Accepted at ....
   

   @unpublished{nadjahi:hal-03945515,
     title = {{Approximate Bayesian computation with the sliced-Wasserstein distance}},
     author = {Nadjahi, Kimia and de Bortoli, Valentin and Durmus, Alain and Badeau, Roland and {\c S}im{\c s}ekli, Umut},
     url = {https://hal.science/hal-03945515},
     note = {Accepted at ICASSP 2020 (publication and oral presentation)},
     year = {2022},
     doi = {10.1109/icassp40776.2020.9054735},
     keywords = {Likelihood-free inference ; Approximate Bayesian Computation ; Optimal transport ; Sliced-Wasserstein distance},
     pdf = {https://hal.science/hal-03945515v1/file/1910.12815.pdf},
     hal_id = {hal-03945515},
     hal_version = {v1}
   }
   

Journal Articles

1. Socio-conversational systems: Three challenges at the crossroads of fields
   Chloé Clavel, Matthieu Labeau, Justine Cassell
   Frontiers in Robotics and AI, December 2022.
   

   @article{clavel:hal-03990543,
     title = {{Socio-conversational systems: Three challenges at the crossroads of fields}},
     author = {Clavel, Chlo{\'e} and Labeau, Matthieu and Cassell, Justine},
     url = {https://inria.hal.science/hal-03990543},
     journal = {{Frontiers in Robotics and AI}},
     publisher = {{Frontiers Media S.A.}},
     volume = {9},
     year = {2022},
     month = dec,
     doi = {10.3389/frobt.2022.937825},
     keywords = {Socio-conversational systems ; Natural language processing ; Machine learning ; Multimodality ; Affective computing ; Social signal processing},
     pdf = {https://inria.hal.science/hal-03990543v1/file/frobt-09-937825.pdf},
     hal_id = {hal-03990543},
     hal_version = {v1}
   }
   

2. Pretext Tasks selection for multitask self-supervised speech representation learning
   Salah Zaiem, Titouan Parcollet, Slim Essid, Abdelwahab Heba
   IEEE Journal of Selected Topics in Signal Processing, October 2022.
   

   @article{zaiem:hal-03601330,
     title = {{Pretext Tasks selection for multitask self-supervised speech representation learning}},
     author = {Zaiem, Salah and Parcollet, Titouan and Essid, Slim and Heba, Abdelwahab},
     url = {https://hal.science/hal-03601330},
     journal = {{IEEE Journal of Selected Topics in Signal Processing}},
     publisher = {{IEEE}},
     volume = {16},
     number = {6},
     pages = {1439-1453},
     year = {2022},
     month = oct,
     doi = {10.1109/JSTSP.2022.3195430},
     pdf = {https://hal.science/hal-03601330v1/file/2107.00594.pdf},
     hal_id = {hal-03601330},
     hal_version = {v1}
   }
   

3. The Jazz Ontology: A semantic model and large-scale RDF repositories for jazz
   Polina Proutskova, Daniel Wolff, György Fazekas, Klaus Frieler, Frank Höger, Olga Velichkina, Gabriel Solis, Tillman Weyde, Martin Pfleiderer, Hèlène Camille Crayencour, Geoffroy Peeters, Simon Dixon
   Journal of Web Semantics, October 2022.
   

   @article{proutskova:hal-03860468,
     title = {{The Jazz Ontology: A semantic model and large-scale RDF repositories for jazz}},
     author = {Proutskova, Polina and Wolff, Daniel and Fazekas, Gy{\"o}rgy and Frieler, Klaus and H{\"o}ger, Frank and Velichkina, Olga and Solis, Gabriel and Weyde, Tillman and Pfleiderer, Martin and Crayencour, H{\`e}l{\`e}ne Camille and Peeters, Geoffroy and Dixon, Simon},
     url = {https://telecom-paris.hal.science/hal-03860468},
     journal = {{Journal of Web Semantics}},
     publisher = {{Elsevier}},
     volume = {74},
     pages = {100735},
     year = {2022},
     month = oct,
     doi = {10.1016/j.websem.2022.100735},
     hal_id = {hal-03860468},
     hal_version = {v1}
   }
   

4. SGD with Coordinate Sampling: Theory and Practice
   Rémi Leluc, François Portier
   Journal of Machine Learning Research, October 2022. Journal of M....
   

   @article{leluc:hal-04044494,
     title = {{SGD with Coordinate Sampling: Theory and Practice}},
     author = {Leluc, R{\'e}mi and Portier, Fran{\c c}ois},
     url = {https://telecom-paris.hal.science/hal-04044494},
     note = {Journal of Machine Learning Research 2022},
     journal = {{Journal of Machine Learning Research}},
     publisher = {{Microtome Publishing}},
     volume = {23},
     pages = {(342), pp.1-47},
     year = {2022},
     month = oct,
     keywords = {stochastic optimization ; stochastic gradient algorithms ; zeroth-order optimization ; coordinate descent ; adaptive methods},
     pdf = {https://telecom-paris.hal.science/hal-04044494v1/file/main_jmlr_camera.pdf},
     hal_id = {hal-04044494},
     hal_version = {v1}
   }
   

5. Choosing Among Notions of Multivariate Depth Statistics
   Karl Mosler, Pavlo Mozharovskyi
   Statistical Science, August 2022.
   

   @article{mosler:hal-03767631,
     title = {{Choosing Among Notions of Multivariate Depth Statistics}},
     author = {Mosler, Karl and Mozharovskyi, Pavlo},
     url = {https://hal.science/hal-03767631},
     journal = {{Statistical Science}},
     publisher = {{Institute of Mathematical Statistics (IMS)}},
     volume = {37},
     number = {3},
     year = {2022},
     month = aug,
     doi = {10.1214/21-STS827},
     hal_id = {hal-03767631},
     hal_version = {v1}
   }
   

6. Sketched Newton–Raphson
   Rui Yuan, Alessandro Lazaric, Robert M Gower
   SIAM Journal on Optimization, July 2022.
   

   @article{yuan:hal-04182653,
     title = {{Sketched Newton--Raphson}},
     author = {Yuan, Rui and Lazaric, Alessandro and Gower, Robert M},
     url = {https://telecom-paris.hal.science/hal-04182653},
     journal = {{SIAM Journal on Optimization}},
     publisher = {{Society for Industrial and Applied Mathematics}},
     volume = {32},
     number = {3},
     pages = {1555 - 1583},
     year = {2022},
     month = jul,
     doi = {10.1137/21m139788x},
     keywords = {Nonlinear systems ; Stochastic methods ; Iterative methods ; Stochastic Newton method ; Randomized Kaczmarz ; 74S60 ; 90C06 ; 62L20 ; 68W20 ; 15B52 ; 65Y20 ; 68W40},
     pdf = {https://telecom-paris.hal.science/hal-04182653v1/file/sketch_newton-raphson.pdf},
     hal_id = {hal-04182653},
     hal_version = {v1}
   }
   

7. On the convergence of stochastic primal-dual hybrid gradient
   Ahmet Alacaoglu, Olivier Fercoq, Volkan Cevher
   SIAM Journal on Optimization, June 2022.
   

   @article{alacaoglu:hal-02362067,
     title = {{On the convergence of stochastic primal-dual hybrid gradient}},
     author = {Alacaoglu, Ahmet and Fercoq, Olivier and Cevher, Volkan},
     url = {https://hal.science/hal-02362067},
     journal = {{SIAM Journal on Optimization}},
     publisher = {{Society for Industrial and Applied Mathematics}},
     volume = {32},
     number = {2},
     pages = {1288-1318},
     year = {2022},
     month = jun,
     doi = {10.1137/19M1296252},
     hal_id = {hal-02362067},
     hal_version = {v1}
   }
   

8. A stochastic Gauss-Newton algorithm for regularized semi-discrete optimal transport
   Bernard Bercu, Jérémie Bigot, Sébastien Gadat, Emilia Siviero
   Information and Inference: A Journal of the IMA, May 2022. Early Access....
   

   @article{bercu:hal-03794948,
     title = {{A stochastic Gauss-Newton algorithm for regularized semi-discrete optimal transport}},
     author = {Bercu, Bernard and Bigot, J{\'e}r{\'e}mie and Gadat, S{\'e}bastien and Siviero, Emilia},
     url = {https://hal.science/hal-03794948},
     note = {Early Access : MAY 2022},
     journal = {{Information and Inference: A Journal of the IMA}},
     pages = {1-56},
     year = {2022},
     month = may,
     doi = {10.1093/imaiai/iaac014},
     keywords = {Stochastic optimization ; Stochastic Gauss-Newton algorithm ; Optimal transport ; Entropic regularization ; Convergence of random variables.},
     pdf = {https://hal.science/hal-03794948v1/file/2107.05291.pdf},
     hal_id = {hal-03794948},
     hal_version = {v1}
   }
   

9. Power-aware feature selection for optimized Analog-to-Feature converter
   Antoine Back, Paul Chollet, Olivier Fercoq, Patricia Desgreys
   Microelectronics Journal, April 2022.
   

   @article{back:hal-03581457,
     title = {{Power-aware feature selection for optimized Analog-to-Feature converter}},
     author = {Back, Antoine and Chollet, Paul and Fercoq, Olivier and Desgreys, Patricia},
     url = {https://telecom-paris.hal.science/hal-03581457},
     journal = {{Microelectronics Journal}},
     publisher = {{Elsevier}},
     year = {2022},
     month = apr,
     keywords = {Analog-to-Feature converter ; Bio-sensing acquisition ; Feature selection ; Low power ; Non-Uniform Wavelet Sampling},
     hal_id = {hal-03581457},
     hal_version = {v1}
   }
   

10. Convergence of constant step stochastic gradient descent for non-smooth non-convex functions
    Pascal Bianchi, Walid Hachem, Sholom Schechtman
    Set-Valued and Variational Analysis, April 2022.
    

    @article{bianchi:hal-02564349,
      title = {{Convergence of constant step stochastic gradient descent for non-smooth non-convex functions}},
      author = {Bianchi, Pascal and Hachem, Walid and Schechtman, Sholom},
      url = {https://hal.science/hal-02564349},
      journal = {{Set-Valued and Variational Analysis}},
      publisher = {{Springer}},
      volume = {30},
      number = {3},
      pages = {1117-1147},
      year = {2022},
      month = apr,
      doi = {10.1007/s11228-022-00638-z},
      keywords = {Stochastic approximation ; Non convex and non smooth optimization ; Backpropagation algorithm ; Differential inclusions ; Clarke subdifferential},
      pdf = {https://hal.science/hal-02564349v3/file/clarke.pdf},
      hal_id = {hal-02564349},
      hal_version = {v3}
    }
    

11. Empirical Risk Minimization under Random Censorship
    Guillaume Ausset, Stéphan Clémençon, François Portier
    Journal of Machine Learning Research, January 2022.
    

    @article{ausset:hal-03559365,
      title = {{Empirical Risk Minimization under Random Censorship}},
      author = {Ausset, Guillaume and Cl{\'e}men{\c c}on, St{\'e}phan and Portier, Fran{\c c}ois},
      url = {https://telecom-paris.hal.science/hal-03559365},
      journal = {{Journal of Machine Learning Research}},
      publisher = {{Microtome Publishing}},
      volume = {23},
      number = {1},
      pages = {168--226},
      year = {2022},
      month = jan,
      doi = {10.5555/3586589.3586594},
      keywords = {Censored data ; empirical risk minimization ; U -processes ; Statistical learning theory ; Survival data analysis},
      pdf = {https://telecom-paris.hal.science/hal-03559365v1/file/19-450.pdf},
      hal_id = {hal-03559365},
      hal_version = {v1}
    }
    

12. Statistical learning from biased training samples
    Stéphan Clémençon, Pierre Laforgue
    Electronic Journal of Statistics , January 2022.
    

    @article{clemencon:hal-04268018,
      title = {{Statistical learning from biased training samples}},
      author = {Cl{\'e}men{\c c}on, St{\'e}phan and Laforgue, Pierre},
      url = {https://telecom-paris.hal.science/hal-04268018},
      journal = {{Electronic Journal of Statistics }},
      publisher = {{Shaker Heights, OH : Institute of Mathematical Statistics}},
      volume = {16},
      number = {2},
      pages = {6086-6134},
      year = {2022},
      month = jan,
      doi = {10.1214/22-EJS2084},
      keywords = {Bias sampling models ; Learning under sample selection bias ; Nonasymptotic generalization bounds ; Statistical learning theory},
      hal_id = {hal-04268018},
      hal_version = {v1}
    }
    

13. Autoregressive Moving Average Jointly-Diagonalizable Spatial Covariance Analysis for Joint Source Separation and Dereverberation
    Kouhei Sekiguchi, Yoshiaki Bando, Aditya Arie Nugraha, Mathieu Fontaine, Kazuyoshi Yoshii, Tatsuya Kawahara
    IEEE/ACM Transactions on Audio, Speech and Language Processing, 2022.
    

    @article{sekiguchi:hal-03821125,
      title = {{Autoregressive Moving Average Jointly-Diagonalizable Spatial Covariance Analysis for Joint Source Separation and Dereverberation}},
      author = {Sekiguchi, Kouhei and Bando, Yoshiaki and Nugraha, Aditya Arie and Fontaine, Mathieu and Yoshii, Kazuyoshi and Kawahara, Tatsuya},
      url = {https://telecom-paris.hal.science/hal-03821125},
      journal = {{IEEE/ACM Transactions on Audio, Speech and Language Processing}},
      publisher = {{Institute of Electrical and Electronics Engineers}},
      volume = {30},
      pages = {2368 - 2382},
      year = {2022},
      doi = {10.1109/taslp.2022.3190734},
      keywords = {Multichannel audio signal processing ; source separation ; dereverberation ; joint diagonalization},
      pdf = {https://telecom-paris.hal.science/hal-03821125v1/file/09829286.pdf},
      hal_id = {hal-03821125},
      hal_version = {v1}
    }
    

14. Generalized Fast Multichannel Nonnegative Matrix Factorization Based on Gaussian Scale Mixtures for Blind Source Separation
    Mathieu Fontaine, Kouhei Sekiguchi, Aditya Nugraha, Yoshiaki Bando, Kazuyoshi Yoshii
    IEEE/ACM Transactions on Audio, Speech and Language Processing, 2022.
    

    @article{fontaine:hal-03657196,
      title = {{Generalized Fast Multichannel Nonnegative Matrix Factorization Based on Gaussian Scale Mixtures for Blind Source Separation}},
      author = {Fontaine, Mathieu and Sekiguchi, Kouhei and Nugraha, Aditya and Bando, Yoshiaki and Yoshii, Kazuyoshi},
      url = {https://telecom-paris.hal.science/hal-03657196},
      journal = {{IEEE/ACM Transactions on Audio, Speech and Language Processing}},
      publisher = {{Institute of Electrical and Electronics Engineers}},
      pages = {1-1},
      year = {2022},
      doi = {10.1109/TASLP.2022.3172631},
      keywords = {expectation-maximization ; probabilistic framework ; blind source separation ; Nonnegative matrix factorization},
      pdf = {https://telecom-paris.hal.science/hal-03657196v1/file/main.pdf},
      hal_id = {hal-03657196},
      hal_version = {v1}
    }
    

15. Lyrics segmentation via bimodal text–audio representation
    Michael Fell, Yaroslav Nechaev, Gabriel Meseguer-Brocal, Elena Cabrio, Fabien Gandon, Geoffroy Peeters
    Natural Language Engineering, 2022.
    

    @article{fell:hal-03295581,
      title = {{Lyrics segmentation via bimodal text--audio representation}},
      author = {Fell, Michael and Nechaev, Yaroslav and Meseguer-Brocal, Gabriel and Cabrio, Elena and Gandon, Fabien and Peeters, Geoffroy},
      url = {https://hal.science/hal-03295581},
      journal = {{Natural Language Engineering}},
      publisher = {{Cambridge University Press (CUP)}},
      volume = {28},
      number = {3},
      pages = {317 - 336},
      year = {2022},
      doi = {10.1017/S1351324921000024},
      keywords = {Natural Language in Multimodal and Multimedia Systems ; Text Segmentation ; Artificial Intelligence ; Natural Language ; Processing Music ; Information Retrieval},
      pdf = {https://hal.science/hal-03295581v1/file/Bi_modal_Lyrics_Segmentation__NLE_journal__minor_revision_.pdf},
      hal_id = {hal-03295581},
      hal_version = {v1}
    }
    

16. Handwriting and Drawing Features for Detecting Personality Traits: An Analysis on Big Five Sub-dimensions
    Anna Esposito, Terry Amorese, Michele Buonanno, Marialucia Cuciniello, Antonietta Esposito, Marcos Faundez-Zanuy, Laurence Likforman-Sulem, Maria Teresa Riviello, Carmine Spagnuolo, Alda Troncone, Gennaro Cordasco
    Acta Polytechnica Hungarica, 2022.
    

    @article{esposito:hal-04277391,
      title = {{Handwriting and Drawing Features for Detecting Personality Traits: An Analysis on Big Five Sub-dimensions}},
      author = {Esposito, Anna and Amorese, Terry and Buonanno, Michele and Cuciniello, Marialucia and Esposito, Antonietta and Faundez-Zanuy, Marcos and Likforman-Sulem, Laurence and Riviello, Maria Teresa and Spagnuolo, Carmine and Troncone, Alda and Cordasco, Gennaro},
      url = {https://telecom-paris.hal.science/hal-04277391},
      journal = {{Acta Polytechnica Hungarica}},
      publisher = {{{\'O}buda University}},
      volume = {19},
      number = {11},
      pages = {65-84},
      year = {2022},
      doi = {10.12700/APH.19.11.2022.11.4},
      keywords = {Personality traits ; Big Five ; Handwriting and drawing tasks ; Graphology},
      hal_id = {hal-04277391},
      hal_version = {v1}
    }
    

17. A Quadrature Rule combining Control Variates and Adaptive Importance Sampling
    Rémi Leluc, François Portier, Aigerim Zhuman, Johan Segers
    Advances in Neural Information Processing Systems, 2022.
    

    @article{leluc:hal-04044566,
      title = {{A Quadrature Rule combining Control Variates and Adaptive Importance Sampling}},
      author = {Leluc, R{\'e}mi and Portier, Fran{\c c}ois and Zhuman, Aigerim and Segers, Johan},
      url = {https://telecom-paris.hal.science/hal-04044566},
      journal = {{Advances in Neural Information Processing Systems}},
      publisher = {{Morgan Kaufmann Publishers}},
      volume = {35},
      pages = {11842--11853},
      year = {2022},
      keywords = {Monte Carlo ; Adaptive Importance Sampling ; Control Variate ; Variance Reduction},
      pdf = {https://telecom-paris.hal.science/hal-04044566v1/file/main_article.pdf},
      hal_id = {hal-04044566},
      hal_version = {v1}
    }
    

18. Video-to-Music Recommendation using Temporal Alignment of Segments
    Laure Prétet, Gael Richard, Clément Souchier, Geoffroy Peeters
    IEEE Transactions on Multimedia, 2022.
    

    @article{pretet:hal-03562371,
      title = {{Video-to-Music Recommendation using Temporal Alignment of Segments}},
      author = {Pr{\'e}tet, Laure and Richard, Gael and Souchier, Cl{\'e}ment and Peeters, Geoffroy},
      url = {https://telecom-paris.hal.science/hal-03562371},
      journal = {{IEEE Transactions on Multimedia}},
      publisher = {{Institute of Electrical and Electronics Engineers}},
      year = {2022},
      hal_id = {hal-03562371},
      hal_version = {v1}
    }
    

19. Conditional independence testing via weighted partial copulas and nearest neighbors
    Pascal Bianchi, Kevin Elgui, François Portier
    Journal of Multivariate Analysis, 2022.
    

    @article{bianchi:hal-04276085,
      title = {{Conditional independence testing via weighted partial copulas and nearest neighbors}},
      author = {Bianchi, Pascal and Elgui, Kevin and Portier, Fran{\c c}ois},
      url = {https://hal.science/hal-04276085},
      journal = {{Journal of Multivariate Analysis}},
      publisher = {{Elsevier}},
      volume = {30},
      number = {3},
      pages = {1117-1147},
      year = {2022},
      hal_id = {hal-04276085},
      hal_version = {v1}
    }
    

20. Comparing Deep Models and Evaluation Strategies for Multi-Pitch Estimation in Music Recordings
    Christof Weis, Geoffroy Peeters
    IEEE/ACM Transactions on Audio, Speech and Language Processing, 2022.
    

    @article{weis:hal-03860460,
      title = {{Comparing Deep Models and Evaluation Strategies for Multi-Pitch Estimation in Music Recordings}},
      author = {Weis, Christof and Peeters, Geoffroy},
      url = {https://telecom-paris.hal.science/hal-03860460},
      journal = {{IEEE/ACM Transactions on Audio, Speech and Language Processing}},
      publisher = {{Institute of Electrical and Electronics Engineers}},
      volume = {30},
      pages = {2814-2827},
      year = {2022},
      doi = {10.1109/TASLP.2022.3200547},
      hal_id = {hal-03860460},
      hal_version = {v1}
    }
    

21. Vector-Valued Least-Squares Regression under Output Regularity Assumptions
    Luc Brogat-Motte, Alessandro Rudi, Celine Brouard, Juho Rousu, Florence d’Alché-Buc
    Journal of Machine Learning Research, 2022.
    

    @article{brogatmotte:hal-03888760,
      title = {{Vector-Valued Least-Squares Regression under Output Regularity Assumptions}},
      author = {Brogat-Motte, Luc and Rudi, Alessandro and Brouard, Celine and Rousu, Juho and d'Alch{\'e}-Buc, Florence},
      url = {https://telecom-paris.hal.science/hal-03888760},
      journal = {{Journal of Machine Learning Research}},
      publisher = {{Microtome Publishing}},
      year = {2022},
      keywords = {Reduced-rank regression ; Structured prediction ; Statistical learning theory ; Kernel methods},
      pdf = {https://telecom-paris.hal.science/hal-03888760v1/file/21-1357.pdf},
      hal_id = {hal-03888760},
      hal_version = {v1}
    }
    

22. Linear convergence of dual coordinate descent on non-polyhedral convex problems
    Ion Necoara, Olivier Fercoq
    Mathematics of Operations Research, 2022. 27 pages.
    

    @article{necoara:hal-02493319,
      title = {{Linear convergence of dual coordinate descent on non-polyhedral convex problems}},
      author = {Necoara, Ion and Fercoq, Olivier},
      url = {https://telecom-paris.hal.science/hal-02493319},
      note = {27 pages},
      journal = {{Mathematics of Operations Research}},
      publisher = {{INFORMS}},
      year = {2022},
      doi = {10.1287/moor.2021.1222},
      hal_id = {hal-02493319},
      hal_version = {v1}
    }
    

proceedings

1. Universal aggregation of permutations
   Ekhine Irurozki, Stéphan Clémençon
   Proceedings of DA2PL 2022 : From Multiple-Criteria Decision Aid to Preference Learning, November 2022.
   

   @proceedings{irurozki:hal-03972357,
     title = {{Universal aggregation of permutations}},
     author = {Irurozki, Ekhine and Cl{\'e}men{\c c}on, St{\'e}phan},
     url = {https://hal.science/hal-03972357},
     booktitle = {{Proceedings of DA2PL 2022 : From Multiple-Criteria Decision Aid to Preference Learning}},
     year = {2022},
     month = nov,
     keywords = {Ranking 2 ; Rank aggregation ; Permutation aggregation},
     pdf = {https://hal.science/hal-03972357v1/file/DA2PL_paper_8600%20%281%29.pdf},
     hal_id = {hal-03972357},
     hal_version = {v1}
   }
   

2. Proceedings of the 7th Workshop on Detection and Classification of Acoustic Scenes and Events (DCASE 2022)
   Mathieu Lagrange, Annamaria Mesaros, Thomas Pellegrini, Gael Richard, Romain Serizel, Dan Stowell
   November 2022.
   

   @proceedings{lagrange:hal-03850901,
     title = {{Proceedings of the 7th Workshop on Detection and Classification of Acoustic Scenes and Events (DCASE 2022)}},
     author = {Lagrange, Mathieu and Mesaros, Annamaria and Pellegrini, Thomas and Richard, Gael and Serizel, Romain and Stowell, Dan},
     url = {https://inria.hal.science/hal-03850901},
     hal_local_reference = {DOUV},
     publisher = {{Tampere University}},
     pages = {1-225},
     year = {2022},
     month = nov,
     pdf = {https://inria.hal.science/hal-03850901v1/file/DCASE2022_Proceedings.pdf},
     hal_id = {hal-03850901},
     hal_version = {v1}
   }
   

Miscellaneous

1. Operational Fairness for Facial Authentication Systems
   Mélanie Gornet, Claude Kirchner, Catherine Tessier
   October 2022. ERCIM News 1....
   

   @misc{gornet:hal-03837716,
     title = {{Operational Fairness for Facial Authentication Systems}},
     author = {Gornet, M{\'e}lanie and Kirchner, Claude and Tessier, Catherine},
     url = {https://hal.science/hal-03837716},
     note = {ERCIM News 131 Special theme: Ethical Software Engineering and Ethically Aligned Design},
     publisher = {{ERCIM}},
     year = {2022},
     month = oct,
     keywords = {TRAITEMENT IMAGE ; EQUIT{\'E} ; ETHIQUE},
     pdf = {https://hal.science/hal-03837716v1/file/dtis22200.pdf},
     hal_id = {hal-03837716},
     hal_version = {v1}
   }
   

2. Unsupervised Audio Source Separation Using Differentiable Parametric Source Models
   Kilian Schulze-Forster, Clement S J Doire, Gael Richard, Roland Badeau
   2022.
   

   @misc{schulzeforster:hal-03790806,
     title = {{Unsupervised Audio Source Separation Using Differentiable Parametric Source Models}},
     author = {Schulze-Forster, Kilian and Doire, Clement S J and Richard, Gael and Badeau, Roland},
     url = {https://telecom-paris.hal.science/hal-03790806},
     publisher = {{ACM / ArXiv}},
     year = {2022},
     keywords = {unsupervised learning ; audio source separation ; signal processing ; model-based ; deep learning},
     pdf = {https://telecom-paris.hal.science/hal-03790806v1/file/2201.09592-6.pdf},
     hal_id = {hal-03790806},
     hal_version = {v1}
   }
   

Theses

1. Automated analysis of cohesion in small groups interactions
   Lucien Maman
   September 2022.
   

   @phdthesis{maman:tel-04213600,
     title = {{Automated analysis of cohesion in small groups interactions}},
     author = {Maman, Lucien},
     url = {https://theses.hal.science/tel-04213600},
     number = {2022IPPAT030},
     school = {{Institut Polytechnique de Paris}},
     year = {2022},
     month = sep,
     keywords = {Multimodal analysis ; Machine learning ; Deep learning ; Cohesion ; Social signal processing ; Analyse multimodale ; Apprentissage automatique ; Apprentissage profond ; Coh{\'e}sion ; Traitement des signaux sociaux},
     type = {Theses},
     pdf = {https://theses.hal.science/tel-04213600v1/file/114619_MAMAN_2022_archivage.pdf},
     hal_id = {tel-04213600},
     hal_version = {v1}
   }
   

2. Data depth: computation, applications, and beyond
   Pavlo Mozharovskyi
   July 2022.
   

   @phdthesis{mozharovskyi:tel-03780415,
     title = {{Data depth: computation, applications, and beyond}},
     author = {Mozharovskyi, Pavlo},
     url = {https://hal.science/tel-03780415},
     school = {{Institut Polytechnique de Paris}},
     year = {2022},
     month = jul,
     keywords = {Data depth ; Computational statistics ; Applications ; Robustness ; Halfspace depth ; Anomaly detection ; Outliers ; Functional data ; Curve data ; Approximation ; Missing data ; Imputation ; Frontier analysis ; Data envelopment analysis ; Algorithms ; Optimization ; Profondeur de donn{\'e}es ; Statistique computationnelle ; Applications ; Robustesse ; Detection d'anomalies ; Valeurs aberrantes ; Donn{\'e}es fonctionnelles ; Approximation ; Donn{\'e}es manquantes ; Imputation ; Analyse de fronti{\`e}re ; Algorithmes ; Optimisation},
     type = {Habilitation {\`a} diriger des recherches},
     pdf = {https://hal.science/tel-03780415v1/file/HDR-dissertation_Mozharovskyi.pdf},
     hal_id = {tel-03780415},
     hal_version = {v1}
   }
   

3. Functional time series modeling and application to representation and analysis of multi-site electric load curves for energy management
   Amaury Durand
   April 2022.
   

   @phdthesis{durand:tel-03662412,
     title = {{Functional time series modeling and application to representation and analysis of multi-site electric load curves for energy management}},
     author = {Durand, Amaury},
     url = {https://theses.hal.science/tel-03662412},
     number = {2022IPPAT018},
     school = {{Institut Polytechnique de Paris}},
     year = {2022},
     month = apr,
     keywords = {Time series ; Functional data ; Tensor factorization ; Spectral analysis ; Load curves ; Energy ; S{\'e}ries temporelles ; Donn{\'e}es fonctionnelles ; Factorisation de tenseurs ; Analyse spectrale ; Courbe de charge ; Energie},
     type = {Theses},
     pdf = {https://theses.hal.science/tel-03662412v1/file/108178_DURAND_2022_archivage.pdf},
     hal_id = {tel-03662412},
     hal_version = {v1}
   }
   

4. Functional anomaly detection and robust estimation
   Guillaume Staerman
   April 2022.
   

   @phdthesis{staerman:tel-03650864,
     title = {{Functional anomaly detection and robust estimation}},
     author = {Staerman, Guillaume},
     url = {https://theses.hal.science/tel-03650864},
     number = {2022IPPAT021},
     school = {{Institut Polytechnique de Paris}},
     year = {2022},
     month = apr,
     keywords = {Anomaly detection ; Functional data ; Statistical depth ; Optimal transport ; Time-series ; D{\'e}tection d'anomalies ; Donn{\'e}es fonctionelles ; Profondeur statistique ; Transport optimal ; S{\'e}ries temporelles},
     type = {Theses},
     pdf = {https://theses.hal.science/tel-03650864v1/file/108327_STAERMAN_2022_archivage.pdf},
     hal_id = {tel-03650864},
     hal_version = {v1}
   }
   

5. Exploring generative adversarial networks for controllable musical audio synthesis
   Javier Nistal Hurlé
   March 2022.
   

   @phdthesis{nistalhurle:tel-03640610,
     title = {{Exploring generative adversarial networks for controllable musical audio synthesis}},
     author = {Nistal Hurl{\'e}, Javier},
     url = {https://theses.hal.science/tel-03640610},
     number = {2022IPPAT009},
     school = {{Institut Polytechnique de Paris}},
     year = {2022},
     month = mar,
     keywords = {Deep learning ; Neural audio synthesis ; Music information retrieval ; Apprentissage profond ; Synth{\`e}se audio neuronal ; Analyse de signaux musicaux},
     type = {Theses},
     pdf = {https://theses.hal.science/tel-03640610v1/file/109560_NISTAL_HURLE_2022_archivage.pdf},
     hal_id = {tel-03640610},
     hal_version = {v1}
   }
   

6. Computational models of disfluencies : fillers and discourse markers in spoken language understanding
   Tanvi Dinkar
   January 2022.
   

   @phdthesis{dinkar:tel-03653211,
     title = {{Computational models of disfluencies : fillers and discourse markers in spoken language understanding}},
     author = {Dinkar, Tanvi},
     url = {https://theses.hal.science/tel-03653211},
     number = {2022IPPAT001},
     school = {{Institut Polytechnique de Paris}},
     year = {2022},
     month = jan,
     keywords = {Natural language processing (NLP) ; Human-robot interaction ; Spoken language understanding (SLU) ; Disfluences ; Fillers ; Discourse marker ; Traitement automatique des langues ; Interaction homme-robot ; Compr{\'e}hension de la langue parl{\'e}e (CLP) ; Disfluences ; Remplissage ; Marqueur de discours},
     type = {Theses},
     pdf = {https://theses.hal.science/tel-03653211v1/file/101655_DINKAR_2022_archivage.pdf},
     hal_id = {tel-03653211},
     hal_version = {v1}
   }
   

7. Metric learning for video to music recommendation
   Laure Prétet
   January 2022.
   

   @phdthesis{pretet:tel-03638477,
     title = {{Metric learning for video to music recommendation}},
     author = {Pr{\'e}tet, Laure},
     url = {https://theses.hal.science/tel-03638477},
     number = {2022IPPAT005},
     school = {{Institut Polytechnique de Paris}},
     year = {2022},
     month = jan,
     keywords = {Audio analysis ; Image analysis ; Metric learning ; Recommendation ; Analyse audio ; Analyse d'image ; Apprentissage m{\'e}trique ; Recommandation},
     type = {Theses},
     pdf = {https://theses.hal.science/tel-03638477v1/file/108106_PRETET_2022_archivage.pdf},
     hal_id = {tel-03638477},
     hal_version = {v1}
   }
   

Technical Reports

1. Fully Homomorphic Encryption and Bootstrapping
   Rémi Leluc, Elie Chedemail, Adéchola Kouande, Quyen Nguyen, Njaka Andriamandratomanana
   May 2022.
   

   @techreport{leluc:hal-03676650,
     title = {{Fully Homomorphic Encryption and Bootstrapping}},
     author = {Leluc, R{\'e}mi and Chedemail, Elie and Kouande, Ad{\'e}chola and Nguyen, Quyen and Andriamandratomanana, Njaka},
     url = {https://hal.science/hal-03676650},
     type = {Research Report},
     pages = {1-12},
     institution = {{IRMAR - Universit{\'e} Rennes 1}},
     year = {2022},
     month = may,
     keywords = {homomorphic encryption ; bootstrap ; (ring) learning with errors ; blind rotation},
     pdf = {https://hal.science/hal-03676650v1/file/report_SEME_ravel.pdf},
     hal_id = {hal-03676650},
     hal_version = {v1}
   }
   

2021 [112 publications]

2021

patent

1. Conversion de la parole par apprentissage statistique avec modélisation complexe des modifications temporelles
   Enguerrand Gentet, Sebastien Denjean, Vincent Roussarie, David Bertrand, Gael Richard
   France, July 2021.
   

   @patent{gentet:hal-03413450,
     title = {{Conversion de la parole par apprentissage statistique avec mod{\'e}lisation complexe des modifications temporelles}},
     author = {Gentet, Enguerrand and Denjean, Sebastien and Roussarie, Vincent and Bertrand, David and Richard, Gael},
     url = {https://telecom-paris.hal.science/hal-03413450},
     number = {FR3106691},
     address = {France},
     year = {2021},
     month = jul,
     hal_id = {hal-03413450},
     hal_version = {v1}
   }
   

Conference Articles

1. Mixture weights optimisation for alpha-divergence variational inference
   Kamélia Daudel, Randal Douc
   Advances in Neural Information Processing (NeurIPS), Online, France, December 2021.
   

   @inproceedings{daudel:hal-04083262,
     title = {{Mixture weights optimisation for alpha-divergence variational inference}},
     author = {Daudel, Kam{\'e}lia and Douc, Randal},
     url = {https://hal.science/hal-04083262},
     booktitle = {{Advances in Neural Information Processing (NeurIPS)}},
     address = {Online, France},
     volume = {34},
     pages = {4397--4408},
     year = {2021},
     month = dec,
     doi = {10.48550/arXiv.2106.05114},
     keywords = {Alpha-divergence ; Kullback-Leibler ; Variational Inference ; Bayesian Inference ; Mixture Models},
     pdf = {https://hal.science/hal-04083262v1/file/NeurIPS-2021-mixture-weights-optimisation-for-alpha-divergence-variational-inference-Paper.pdf},
     hal_id = {hal-04083262},
     hal_version = {v1}
   }
   

2. Fast Approximation of the Sliced-Wasserstein Distance Using Concentration of Random Projections
   Kimia Nadjahi, Alain Durmus, Pierre E. Jacob, Roland Badeau, Umut Şimşekli
   35th Conference on Neural Information Processing Systems (NeurIPS 2021), En ligne, France, December 2021.
   

   @inproceedings{nadjahi:hal-03494781,
     title = {{Fast Approximation of the Sliced-Wasserstein Distance Using Concentration of Random Projections}},
     author = {Nadjahi, Kimia and Durmus, Alain and Jacob, Pierre E. and Badeau, Roland and {\c S}im{\c s}ekli, Umut},
     url = {https://telecom-paris.hal.science/hal-03494781},
     booktitle = {{35th Conference on Neural Information Processing Systems (NeurIPS 2021)}},
     address = {En ligne, France},
     year = {2021},
     month = dec,
     doi = {10.5555/3540261.3541211},
     pdf = {https://telecom-paris.hal.science/hal-03494781v1/file/fast_approximation_of_the_slic.pdf},
     hal_id = {hal-03494781},
     hal_version = {v1}
   }
   

3. A Framework to Learn with Interpretation
   Jayneel Parekh, Pavlo Mozharovskyi, Florence d’Alché-Buc
   Thirty-Fifth Annual Conference on Neural Information Processing Systems (NeurIPS 2021), Sydney, Australia, December 2021.
   

   @inproceedings{parekh:hal-03109686,
     title = {{A Framework to Learn with Interpretation}},
     author = {Parekh, Jayneel and Mozharovskyi, Pavlo and d'Alch{\'e}-Buc, Florence},
     url = {https://hal.science/hal-03109686},
     booktitle = {{Thirty-Fifth Annual Conference on Neural Information Processing Systems (NeurIPS 2021)}},
     address = {Sydney, Australia},
     year = {2021},
     month = dec,
     hal_id = {hal-03109686},
     hal_version = {v1}
   }
   

4. Heavy Tails in SGD and Compressibility of Overparametrized Neural Networks
   Melih Barsbey, Milad Sefidgaran, Murat A Erdogdu, Gael Richard, Umut Şimşekli
   35th Conference on Neural Information Processing Systems (NeurIPS), Online, United States, December 2021.
   

   @inproceedings{barsbey:hal-03413484,
     title = {{Heavy Tails in SGD and Compressibility of Overparametrized Neural Networks}},
     author = {Barsbey, Melih and Sefidgaran, Milad and Erdogdu, Murat A and Richard, Gael and {\c S}im{\c s}ekli, Umut},
     url = {https://telecom-paris.hal.science/hal-03413484},
     booktitle = {{35th Conference on Neural Information Processing Systems (NeurIPS)}},
     address = {Online, United States},
     year = {2021},
     month = dec,
     pdf = {https://telecom-paris.hal.science/hal-03413484v1/file/HT_and_Compressibility.pdf},
     hal_id = {hal-03413484},
     hal_version = {v1}
   }
   

5. Code-switched inspired losses for generic spoken dialog representations
   Emile Chapuis, Pierre Colombo, Matthieu Labeau, Chloé Clavel
   2021 Conference on Empirical Methods in Natural Language Processing, Punta Cana, Dominican Republic, November 2021.
   

   @inproceedings{chapuis:hal-03574595,
     title = {{Code-switched inspired losses for generic spoken dialog representations}},
     author = {Chapuis, Emile and Colombo, Pierre and Labeau, Matthieu and Clavel, Chlo{\'e}},
     url = {https://hal.science/hal-03574595},
     booktitle = {{2021 Conference on Empirical Methods in Natural Language Processing}},
     address = {Punta Cana, Dominican Republic},
     year = {2021},
     month = nov,
     pdf = {https://hal.science/hal-03574595v1/file/2108.12465.pdf},
     hal_id = {hal-03574595},
     hal_version = {v1}
   }
   

6. Few-Shot Emotion Recognition in Conversation with Sequential Prototypical Networks
   Gaël Guibon, Matthieu Labeau, Hélène Flamein, Luce Lefeuvre, Chloé Clavel
   The 2021 Conference on Empirical Methods in Natural Language Processing (EMNLP 2021), Punta Cana, Dominican Republic, November 2021.
   

   @inproceedings{guibon:hal-03344680,
     title = {{Few-Shot Emotion Recognition in Conversation with Sequential Prototypical Networks}},
     author = {Guibon, Ga{\"e}l and Labeau, Matthieu and Flamein, H{\'e}l{\`e}ne and Lefeuvre, Luce and Clavel, Chlo{\'e}},
     url = {https://hal.science/hal-03344680},
     booktitle = {{The 2021 Conference on Empirical Methods in Natural Language Processing (EMNLP 2021)}},
     address = {Punta Cana, Dominican Republic},
     year = {2021},
     month = nov,
     keywords = {few-shot learning ; emotion recognition in conversation ; sequence labelling},
     pdf = {https://hal.science/hal-03344680v1/file/EMNLP_protoseq_cameraready.pdf},
     hal_id = {hal-03344680},
     hal_version = {v1}
   }
   

7. Improving Multimodal fusion via Mutual Dependency Maximisation
   Pierre Colombo, Emile Chapuis, Matthieu Labeau, Chloé Clavel
   Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, Online and Punta Cana, France, November 2021.
   

   @inproceedings{colombo:hal-03574609,
     title = {{Improving Multimodal fusion via Mutual Dependency Maximisation}},
     author = {Colombo, Pierre and Chapuis, Emile and Labeau, Matthieu and Clavel, Chlo{\'e}},
     url = {https://hal.science/hal-03574609},
     booktitle = {{Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing}},
     address = {Online and Punta Cana, France},
     publisher = {{Association for Computational Linguistics}},
     pages = {231-245},
     year = {2021},
     month = nov,
     doi = {10.18653/v1/2021.emnlp-main.21},
     pdf = {https://hal.science/hal-03574609v1/file/2021.emnlp-main.21.pdf},
     hal_id = {hal-03574609},
     hal_version = {v1}
   }
   

8. From local hesitations to global impressions of the listener
   Tanvi Dinkar, Beatrice Biancardi, Chloé Clavel
   4th International Conference on Natural Language and Speech Processing, Virtual Conference, Italy, November 2021.
   

   @inproceedings{dinkar:hal-03577262,
     title = {{From local hesitations to global impressions of the listener}},
     author = {Dinkar, Tanvi and Biancardi, Beatrice and Clavel, Chlo{\'e}},
     url = {https://telecom-paris.hal.science/hal-03577262},
     booktitle = {{4th International Conference on Natural Language and Speech Processing}},
     address = {Virtual Conference, Italy},
     year = {2021},
     month = nov,
     pdf = {https://telecom-paris.hal.science/hal-03577262v1/file/2021.icnlsp-1.27.pdf},
     hal_id = {hal-03577262},
     hal_version = {v1}
   }
   

9. THE WORDS REMAIN THE SAME: COVER DETECTION WITH LYRICS TRANSCRIPTION
   Andrea Vaglio, Romain Hennequin, Manuel Moussallam, Gael Richard
   22nd International Society for Music Information Retrieval Conference ISMIR 2021, Online, India, November 2021.
   

   @inproceedings{vaglio:hal-03356164,
     title = {{THE WORDS REMAIN THE SAME: COVER DETECTION WITH LYRICS TRANSCRIPTION}},
     author = {Vaglio, Andrea and Hennequin, Romain and Moussallam, Manuel and Richard, Gael},
     url = {https://telecom-paris.hal.science/hal-03356164},
     booktitle = {{22nd International Society for Music Information Retrieval Conference ISMIR 2021}},
     address = {Online, India},
     year = {2021},
     month = nov,
     pdf = {https://telecom-paris.hal.science/hal-03356164v1/file/PAPER_ISMIR2021_COVER_DETECTION.pdf},
     hal_id = {hal-03356164},
     hal_version = {v1}
   }
   

10. Is There a ”Language of Music-Video Clips” ? A Qualitative and Quantitative Study
    Laure Prétet, Gaël Richard, Geoffroy Peeters
    ISMIR, Virtual Event, France, November 2021.
    

    @inproceedings{pretet:hal-03330800,
      title = {{Is There a ''Language of Music-Video Clips'' ? A Qualitative and Quantitative Study}},
      author = {Pr{\'e}tet, Laure and Richard, Ga{\"e}l and Peeters, Geoffroy},
      url = {https://telecom-paris.hal.science/hal-03330800},
      booktitle = {{ISMIR}},
      address = {Virtual Event, France},
      year = {2021},
      month = nov,
      pdf = {https://telecom-paris.hal.science/hal-03330800v1/file/camera_ready.pdf},
      hal_id = {hal-03330800},
      hal_version = {v1}
    }
    

11. Training Deep Pitch-Class Representations With a Multi-Label CTC Loss
    Christof Weiss, Geoffroy Peeters
    International Society for Music Information Retrieval Conference (ISMIR), Virtual Event, France, November 2021.
    

    @inproceedings{weiss:hal-03349734,
      title = {{Training Deep Pitch-Class Representations With a Multi-Label CTC Loss}},
      author = {Weiss, Christof and Peeters, Geoffroy},
      url = {https://hal.science/hal-03349734},
      booktitle = {{International Society for Music Information Retrieval Conference (ISMIR)}},
      address = {Virtual Event, France},
      year = {2021},
      month = nov,
      keywords = {Music transcription ; Harmony ; Chords and tonality ; CTC},
      pdf = {https://hal.science/hal-03349734v1/file/WeissP21_PitchClassMCTC_ISMIR.pdf},
      hal_id = {hal-03349734},
      hal_version = {v1}
    }
    

12. DARKGAN: EXPLOITING KNOWLEDGE DISTILLATION FOR COMPREHENSIBLE AUDIO SYNTHESIS WITH GANS
    Javier Nistal Hurlé, Stefan Lattner, Gael Richard
    International Society for Music Information Retrieval, Virtual, France, November 2021.
    

    @inproceedings{nistalhurle:hal-03349492,
      title = {{DARKGAN: EXPLOITING KNOWLEDGE DISTILLATION FOR COMPREHENSIBLE AUDIO SYNTHESIS WITH GANS}},
      author = {Nistal Hurl{\'e}, Javier and Lattner, Stefan and Richard, Gael},
      url = {https://hal.science/hal-03349492},
      booktitle = {{International Society for Music Information Retrieval}},
      address = {Virtual, France},
      year = {2021},
      month = nov,
      pdf = {https://hal.science/hal-03349492v1/file/2108.01216%20%281%29.pdf},
      hal_id = {hal-03349492},
      hal_version = {v1}
    }
    

13. Automatic Text Evaluation through the Lens of Wasserstein Barycenters
    Pierre Colombo, Guillaume Staerman, Pablo Piantanida, Chloé Clavel
    EMNLP 2021, Punta Cana, Dominican Republic, November 2021.
    

    @inproceedings{colombo:hal-03423971,
      title = {{Automatic Text Evaluation through the Lens of Wasserstein Barycenters}},
      author = {Colombo, Pierre and Staerman, Guillaume and Piantanida, Pablo and Clavel, Chlo{\'e}},
      url = {https://hal.science/hal-03423971},
      booktitle = {{EMNLP 2021}},
      address = {Punta Cana, Dominican Republic},
      pages = {10450--10466},
      year = {2021},
      month = nov,
      doi = {10.18653/v1/2021.emnlp-main.817},
      pdf = {https://hal.science/hal-03423971v1/file/2021.emnlp-main.817.pdf},
      hal_id = {hal-03423971},
      hal_version = {v1}
    }
    

14. User-guided one-shot deep model adaptation for music source separation
    Giorgia Cantisani, Alexey Ozerov, Slim Essid, Gael Richard
    2021 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), New Paltz, NY, United States, October 2021.
    

    @inproceedings{cantisani:hal-03219350,
      title = {{User-guided one-shot deep model adaptation for music source separation}},
      author = {Cantisani, Giorgia and Ozerov, Alexey and Essid, Slim and Richard, Gael},
      url = {https://telecom-paris.hal.science/hal-03219350},
      booktitle = {{2021 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA)}},
      address = {New Paltz, NY, United States},
      organization = {{IEEE}},
      year = {2021},
      month = oct,
      keywords = {Music Source Separation ; User-guided Source Separation ; One-shot Domain Adaptation},
      pdf = {https://telecom-paris.hal.science/hal-03219350v3/file/UGOSA_Hal.pdf},
      hal_id = {hal-03219350},
      hal_version = {v3}
    }
    

15. A Hitchhiker’s Guide towards Transactive Memory System Modeling in Small Group Interactions
    Enzo Tartaglione, Beatrice Biancardi, Maurizio Mancini, Giovanna Varni
    Companion Publication of the 2021 International Conference on Multimodal Interaction, Montreal (Canada), Canada, October 2021.
    

    @inproceedings{tartaglione:hal-04087296,
      title = {{A Hitchhiker's Guide towards Transactive Memory System Modeling in Small Group Interactions}},
      author = {Tartaglione, Enzo and Biancardi, Beatrice and Mancini, Maurizio and Varni, Giovanna},
      url = {https://hal.science/hal-04087296},
      booktitle = {{Companion Publication of the 2021 International Conference on Multimodal Interaction}},
      address = {Montreal (Canada), Canada},
      publisher = {{ACM}},
      pages = {254-262},
      year = {2021},
      month = oct,
      doi = {10.1145/3461615.3485414},
      hal_id = {hal-04087296},
      hal_version = {v1}
    }
    

16. Analog-to-feature converter optimization through power-aware feature selection
    Antoine Back, Paul Chollet, Olivier Fercoq, Patricia Desgreys
    International Conference on Analog VLSI Circuits, Bordeaux, France, October 2021.
    

    @inproceedings{back:hal-03329932,
      title = {{Analog-to-feature converter optimization through power-aware feature selection}},
      author = {Back, Antoine and Chollet, Paul and Fercoq, Olivier and Desgreys, Patricia},
      url = {https://telecom-paris.hal.science/hal-03329932},
      booktitle = {{International Conference on Analog VLSI Circuits}},
      address = {Bordeaux, France},
      year = {2021},
      month = oct,
      keywords = {Analog-to-Feature converter ; Bio-sensing acquisition ; Feature selection ; Low power ; Non-Uniform Wavelet Sampling},
      pdf = {https://telecom-paris.hal.science/hal-03329932v2/file/main.pdf},
      hal_id = {hal-03329932},
      hal_version = {v2}
    }
    

17. An Exploratory Computational Study on the Effect of Emergent Leadership on Social and Task Cohesion
    Soumaya Sabry, Lucien Maman, Giovanna Varni
    Workshop Insights on Group and Team Dynamics, Montreal QC Canada, France, October 2021.
    

    @inproceedings{sabry:hal-03616634,
      title = {{An Exploratory Computational Study on the Effect of Emergent Leadership on Social and Task Cohesion}},
      author = {Sabry, Soumaya and Maman, Lucien and Varni, Giovanna},
      url = {https://hal.science/hal-03616634},
      booktitle = {{Workshop Insights on Group and Team Dynamics}},
      address = {Montreal QC Canada, France},
      publisher = {{ACM}},
      volume = {Companion Publication of the 2021 23rd ACM International Conference on Multimodal Interaction (ICMI)},
      pages = {263-272},
      year = {2021},
      month = oct,
      doi = {10.1145/3461615.3485415},
      keywords = {Cohesion ; Emergent Leadership ; Multimodal Interaction ; Social Signal Processing},
      pdf = {https://hal.science/hal-03616634v1/file/IGTD2021_author_version.pdf},
      hal_id = {hal-03616634},
      hal_version = {v1}
    }
    

18. Exploiting the Interplay between Social and Task Dimensions of Cohesion to Predict its Dynamics Leveraging Social Sciences
    Lucien Maman, Laurence Likforman-Sulem, Mohamed Chetouani, Giovanna Varni
    23rd ACM International Conference on Multimodal Interaction, Montreal, Canada, October 2021.
    

    @inproceedings{maman:hal-03409892,
      title = {{Exploiting the Interplay between Social and Task Dimensions of Cohesion to Predict its Dynamics Leveraging Social Sciences}},
      author = {Maman, Lucien and Likforman-Sulem, Laurence and Chetouani, Mohamed and Varni, Giovanna},
      url = {https://hal.science/hal-03409892},
      booktitle = {{23rd ACM International Conference on Multimodal Interaction}},
      address = {Montreal, Canada},
      publisher = {{ACM}},
      series = {ICMI '21Exploiting the Interplay between Social and Task Dimensions of Cohesion to Predict its Dynamics Leveraging Social Sciences},
      year = {2021},
      month = oct,
      doi = {10.1145/3462244.3479940},
      pdf = {https://hal.science/hal-03409892v1/file/ICMI2021_author_version.pdf},
      hal_id = {hal-03409892},
      hal_version = {v1}
    }
    

19. Get Together in the Middle-earth: a First Step Towards Hybrid Intelligence Systems
    Giovanna Varni, André-Marie Pez, Maurizio Mancini
    23rd ACM International Conference on Multimodal Interaction; Workshop Insights on Group & Team Dynamics, Montreal, Canada, October 2021.
    

    @inproceedings{varni:hal-03409889,
      title = {{Get Together in the Middle-earth: a First Step Towards Hybrid Intelligence Systems}},
      author = {Varni, Giovanna and Pez, Andr{\'e}-Marie and Mancini, Maurizio},
      url = {https://hal.science/hal-03409889},
      booktitle = {{23rd ACM International Conference on Multimodal Interaction; Workshop Insights on Group \& Team Dynamics}},
      address = {Montreal, Canada},
      publisher = {{ACM}},
      series = {Companion Publication of the 2021 International Conference on Multimodal Interaction (ICMI '21 Companion)},
      year = {2021},
      month = oct,
      pdf = {https://hal.science/hal-03409889v1/file/author_version%20%281%29.pdf},
      hal_id = {hal-03409889},
      hal_version = {v1}
    }
    

20. CATS2021: International Workshop on Corpora And Tools for Social skills annotation
    Beatrice Biancardi, Eleonora Ceccaldi, Chloé Clavel, Mathieu Chollet, Tanvi Dinkar
    ICMI ’21: INTERNATIONAL CONFERENCE ON MULTIMODAL INTERACTION, Montréal, France, October 2021.
    

    @inproceedings{biancardi:hal-03562701,
      title = {{CATS2021: International Workshop on Corpora And Tools for Social skills annotation}},
      author = {Biancardi, Beatrice and Ceccaldi, Eleonora and Clavel, Chlo{\'e} and Chollet, Mathieu and Dinkar, Tanvi},
      url = {https://telecom-paris.hal.science/hal-03562701},
      booktitle = {{ICMI '21: INTERNATIONAL CONFERENCE ON MULTIMODAL INTERACTION}},
      address = {Montr{\'e}al, France},
      publisher = {{ACM}},
      pages = {857-859},
      year = {2021},
      month = oct,
      doi = {10.1145/3462244.3480977},
      keywords = {Multi-modal Behavior Analysis ; Social Behavior Annotation ; Social Signal Processing ; Social Skills},
      hal_id = {hal-03562701},
      hal_version = {v1}
    }
    

21. Learning Multi-Pitch Estimation From Weakly Aligned Score-Audio Pairs Using a Multi-Label CTC Loss
    Christof Weiss, Geoffroy Peeters
    IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), Mohonk Mountain House, New Paltz, NY, United States, October 2021.
    

    @inproceedings{weiss:hal-03349673,
      title = {{Learning Multi-Pitch Estimation From Weakly Aligned Score-Audio Pairs Using a Multi-Label CTC Loss}},
      author = {Weiss, Christof and Peeters, Geoffroy},
      url = {https://telecom-paris.hal.science/hal-03349673},
      booktitle = {{IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA)}},
      address = {Mohonk Mountain House, New Paltz, NY, United States},
      year = {2021},
      month = oct,
      keywords = {Music processing ; convolutional neural networks ; CTC ; multi-pitch estimation ; music transcription},
      hal_id = {hal-03349673},
      hal_version = {v1}
    }
    

22. On the topic of frequency dependent exponential decay matrices and Lie groups
    Achille Aknin, Roland Badeau
    IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, New Paltz, NY, United States, October 2021.
    

    @inproceedings{aknin:hal-03298695,
      title = {{On the topic of frequency dependent exponential decay matrices and Lie groups}},
      author = {Aknin, Achille and Badeau, Roland},
      url = {https://hal.science/hal-03298695},
      booktitle = {{IEEE Workshop on Applications of Signal Processing to Audio and Acoustics}},
      address = {New Paltz, NY, United States},
      year = {2021},
      month = oct,
      keywords = {Reverberation ; room impulse response ; probabilistic modeling ; expectation-maximization algorithm ; artificial reverberation},
      pdf = {https://hal.science/hal-03298695v1/file/Waspaa_2021.pdf},
      hal_id = {hal-03298695},
      hal_version = {v1}
    }
    

23. Individual Survival Curves with Conditional Normalizing Flows
    Stéphan Clémençon, Guillaume Ausset, Tom Ciffreo, François Portier, Timothee Papin
    2021 IEEE 8th International Conference on Data Science and Advanced Analytics (DSAA), Porto, Portugal, October 2021.
    

    @inproceedings{clemencon:hal-03559362,
      title = {{Individual Survival Curves with Conditional Normalizing Flows}},
      author = {Cl{\'e}men{\c c}on, St{\'e}phan and Ausset, Guillaume and Ciffreo, Tom and Portier, Fran{\c c}ois and Papin, Timothee},
      url = {https://telecom-paris.hal.science/hal-03559362},
      booktitle = {{2021 IEEE 8th International Conference on Data Science and Advanced Analytics (DSAA)}},
      address = {Porto, Portugal},
      publisher = {{IEEE}},
      pages = {1-10},
      year = {2021},
      month = oct,
      doi = {10.1109/DSAA53316.2021.9564222},
      keywords = {Analytical models ; Adaptation models ; Conferences ; Sociology ; Fitting ; Machine learning ; Data science ; survival analysis ; Normalizing flows ; Financial modelling ; Portfolio optimization ; Generative models},
      hal_id = {hal-03559362},
      hal_version = {v1}
    }
    

24. Dynamic Graph Convolutional LSTM application for traffic flow estimation from error-prone measurements: results and transferability analysis
    Stéphan Clémençon, Safa Boudabous, Houda Labiod, Julian Garbiso
    2021 IEEE 8th International Conference on Data Science and Advanced Analytics (DSAA), Porto, Portugal, October 2021.
    

    @inproceedings{clemencon:hal-03559364,
      title = {{Dynamic Graph Convolutional LSTM application for traffic flow estimation from error-prone measurements: results and transferability analysis}},
      author = {Cl{\'e}men{\c c}on, St{\'e}phan and Boudabous, Safa and Labiod, Houda and Garbiso, Julian},
      url = {https://telecom-paris.hal.science/hal-03559364},
      booktitle = {{2021 IEEE 8th International Conference on Data Science and Advanced Analytics (DSAA)}},
      address = {Porto, Portugal},
      publisher = {{IEEE}},
      pages = {1-10},
      year = {2021},
      month = oct,
      doi = {10.1109/DSAA53316.2021.9564245},
      keywords = {Training ; Adaptation models ; Convolution ; Time series analysis ; Measurement uncertainty ; Estimation ; Time measurement ; Graph neural networks ; Traffic estimation ; Spatiotemporal data ; Model transferability},
      hal_id = {hal-03559364},
      hal_version = {v1}
    }
    

25. Reasoning with Transformer-based Models: Deep Learning, but Shallow Reasoning
    Chadi Helwe, Chloé Clavel, Fabian Suchanek
    2021 International Conference on Automated Knowledge Base Construction (AKBC), Virtual, United States, October 2021.
    

    @inproceedings{helwe:hal-03344668,
      title = {{Reasoning with Transformer-based Models: Deep Learning, but Shallow Reasoning}},
      author = {Helwe, Chadi and Clavel, Chlo{\'e} and Suchanek, Fabian},
      url = {https://imt.hal.science/hal-03344668},
      booktitle = {{2021 International Conference on Automated Knowledge Base Construction (AKBC)}},
      address = {Virtual, United States},
      year = {2021},
      month = oct,
      pdf = {https://imt.hal.science/hal-03344668v1/file/akbc-2021-reasoning.pdf},
      hal_id = {hal-03344668},
      hal_version = {v1}
    }
    

26. VQCPC-GAN: VARIABLE-LENGTH ADVERSARIAL AUDIO SYNTHESIS USING VECTOR-QUANTIZED CONTRASTIVE PREDICTIVE CODING
    Javier Nistal Hurlé, Cyran Aouameur, Stefan Lattner, Gael Richard
    IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), New Paltz, United States, October 2021.
    

    @inproceedings{nistalhurle:hal-03413460,
      title = {{VQCPC-GAN: VARIABLE-LENGTH ADVERSARIAL AUDIO SYNTHESIS USING VECTOR-QUANTIZED CONTRASTIVE PREDICTIVE CODING}},
      author = {Nistal Hurl{\'e}, Javier and Aouameur, Cyran and Lattner, Stefan and Richard, Gael},
      url = {https://telecom-paris.hal.science/hal-03413460},
      booktitle = {{IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA)}},
      address = {New Paltz, United States},
      year = {2021},
      month = oct,
      pdf = {https://telecom-paris.hal.science/hal-03413460v1/file/2021-Waspaa-nistal.pdf},
      hal_id = {hal-03413460},
      hal_version = {v1}
    }
    

27. Language-Independent Bimodal System for Early Parkinson’s Disease Detection
    Catherine Taleb, Laurence Likforman-Sulem, Chafic Mokbel
    ICDAR 2021, Lausanne ( CH), Switzerland, September 2021.
    

    @inproceedings{taleb:hal-04277423,
      title = {{Language-Independent Bimodal System for Early Parkinson's Disease Detection}},
      author = {Taleb, Catherine and Likforman-Sulem, Laurence and Mokbel, Chafic},
      url = {https://telecom-paris.hal.science/hal-04277423},
      booktitle = {{ICDAR 2021}},
      address = {Lausanne ( CH), Switzerland},
      publisher = {{Springer International Publishing}},
      series = {Lecture Notes in Computer Science},
      volume = {12823},
      pages = {397-413},
      year = {2021},
      month = sep,
      doi = {10.1007/978-3-030-86334-0\_26},
      keywords = {Parkinson's disease (PD) ; 2D CNN ; 1D CNN-BLSTM ; SVM ; 1D CNN-MLP ; Handwriting ; Speech ; Data augmentation},
      hal_id = {hal-04277423},
      hal_version = {v1}
    }
    

28. TURIN: A coding system for Trust in hUman Robot INteraction
    Marc Hulcelle, Giovanna Varni, Nicolas Rollet, Chloé Clavel
    2021 9th International Conference on Affective Computing and Intelligent Interaction (ACII), Nara, France, September 2021.
    

    @inproceedings{hulcelle:hal-03470367,
      title = {{TURIN: A coding system for Trust in hUman Robot INteraction}},
      author = {Hulcelle, Marc and Varni, Giovanna and Rollet, Nicolas and Clavel, Chlo{\'e}},
      url = {https://telecom-paris.hal.science/hal-03470367},
      booktitle = {{2021 9th International Conference on Affective Computing and Intelligent Interaction (ACII)}},
      address = {Nara, France},
      publisher = {{IEEE}},
      pages = {1-8},
      year = {2021},
      month = sep,
      doi = {10.1109/ACII52823.2021.9597448},
      hal_id = {hal-03470367},
      hal_version = {v1}
    }
    

29. How ECA vs Human Leaders Affect the Perception of Transactive Memory System (TMS) in a Team
    Beatrice Biancardi, Patrick O’Toole, Ivan Giaccaglia, Brian Ravenet, Ian Pitt, Maurizio Mancini, Giovanna Varni
    International Conference on Affective Computing & Intelligent Interaction, Virtual conference, France, September 2021.
    

    @inproceedings{biancardi:hal-04087246,
      title = {{How ECA vs Human Leaders Affect the Perception of Transactive Memory System (TMS) in a Team}},
      author = {Biancardi, Beatrice and O'Toole, Patrick and Giaccaglia, Ivan and Ravenet, Brian and Pitt, Ian and Mancini, Maurizio and Varni, Giovanna},
      url = {https://hal.science/hal-04087246},
      booktitle = {{International Conference on Affective Computing \& Intelligent Interaction}},
      address = {Virtual  conference, France},
      publisher = {{IEEE}},
      pages = {1-8},
      year = {2021},
      month = sep,
      doi = {10.1109/ACII52823.2021.9597454},
      hal_id = {hal-04087246},
      hal_version = {v1}
    }
    

30. Using Valence Emotion to Predict Group Cohesion’s Dynamics: Top-down and Bottom-up Approaches
    Lucien Maman, Mohamed Chetouani, Laurence Likforman-Sulem, Giovanna Varni
    International Conference on Affective Computing & Intelligent Interaction (ACII 2021), Virtual Event Nara, Japan, France, September 2021.
    

    @inproceedings{maman:hal-03426962,
      title = {{Using Valence Emotion to Predict Group Cohesion's Dynamics: Top-down and Bottom-up Approaches}},
      author = {Maman, Lucien and Chetouani, Mohamed and Likforman-Sulem, Laurence and Varni, Giovanna},
      url = {https://hal.science/hal-03426962},
      booktitle = {{International Conference on Affective Computing \& Intelligent Interaction (ACII 2021)}},
      address = {Virtual Event Nara, Japan, France},
      publisher = {{IEEE}},
      year = {2021},
      month = sep,
      hal_id = {hal-03426962},
      hal_version = {v1}
    }
    

31. Don’t Judge Me by My Face: An Indirect Adversarial Approach to Remove Sensitive Information From Multimodal Neural Representation in Asynchronous Job Video Interviews
    Leo Hemamou, Arthur Guillon, Jean-Claude Martin, Chloé Clavel
    2021 9th International Conference on Affective Computing and Intelligent Interaction (ACII), Nara, Japan, September 2021.
    

    @inproceedings{hemamou:hal-04276017,
      title = {{Don't Judge Me by My Face: An Indirect Adversarial Approach to Remove Sensitive Information From Multimodal Neural Representation in Asynchronous Job Video Interviews}},
      author = {Hemamou, Leo and Guillon, Arthur and Martin, Jean-Claude and Clavel, Chlo{\'e}},
      url = {https://hal.science/hal-04276017},
      booktitle = {{2021 9th International Conference on Affective Computing and Intelligent Interaction (ACII)}},
      address = {Nara, Japan},
      publisher = {{IEEE}},
      pages = {1-8},
      year = {2021},
      month = sep,
      doi = {10.1109/ACII52823.2021.9597443},
      keywords = {Affective computing ; Annotations ; Neural networks ; Decision making ; Machine learning ; Interviews ; Standards},
      pdf = {https://hal.science/hal-04276017v1/file/2110.09424.pdf},
      hal_id = {hal-04276017},
      hal_version = {v1}
    }
    

32. Learning to Rank Anomalies: Scalar Performance Criteria and Maximization of Two-Sample Rank Statistics
    Myrto Limnios, Nathan Noiry, Stéphan Clémençon
    Proceedings of the Third International Workshop on Learning with Imbalanced Domains: Theory and Applications (2021), Bilbao, Spain, September 2021.
    

    @inproceedings{limnios:hal-03345735,
      title = {{Learning to Rank Anomalies: Scalar Performance Criteria and Maximization of Two-Sample Rank Statistics}},
      author = {Limnios, Myrto and Noiry, Nathan and Cl{\'e}men{\c c}on, St{\'e}phan},
      url = {https://hal.science/hal-03345735},
      booktitle = {{Proceedings of the Third International Workshop on Learning with Imbalanced Domains: Theory and Applications (2021)}},
      address = {Bilbao, Spain},
      editor = {Moniz, Nuno and Branco, Paula and Torgo, Luis and Japkowicz, Nathalie and Wo{\'z}niak, Michal and Wang, Shuo},
      publisher = {{Proceedings of Machine Learning Research}},
      series = {Proceedings of Machine Learning Research},
      volume = {154},
      year = {2021},
      month = sep,
      doi = {10.48550/arXiv.2109.09590},
      keywords = {two-sample linear rank statistics ; novelty detection ; anomaly ranking ; Statistics Theory (math.ST) ; Machine Learning (stat.ML) ; FOS: Mathematics ; FOS: Computer and information sciences},
      pdf = {https://hal.science/hal-03345735v1/file/LNC21.pdf},
      hal_id = {hal-03345735},
      hal_version = {v1}
    }
    

33. Damped Chirp Mixture Estimation via Nonlinear Bayesian Regression
    Julian Neri, Philippe Depalle, Roland Badeau
    23rd International Conference on Digital Audio Effects (DAFx2020), Vienne, Austria, September 2021.
    

    @inproceedings{neri:hal-03255349,
      title = {{Damped Chirp Mixture Estimation via Nonlinear Bayesian Regression}},
      author = {Neri, Julian and Depalle, Philippe and Badeau, Roland},
      url = {https://telecom-paris.hal.science/hal-03255349},
      booktitle = {{23rd International Conference on Digital Audio Effects (DAFx2020)}},
      address = {Vienne, Austria},
      year = {2021},
      month = sep,
      pdf = {https://telecom-paris.hal.science/hal-03255349v1/file/2021_DAFx_Damped_Chirp_Mixture_Neri_Julian_S3.pdf},
      hal_id = {hal-03255349},
      hal_version = {v1}
    }
    

34. Conditional Independence for Pretext Task Selection in Self-Supervised Speech Representation Learning
    Salah Zaiem, Titouan Parcollet, Slim Essid
    Interspeech 2021, Brno, Czech Republic, August 2021.
    

    @inproceedings{zaiem:hal-03601265,
      title = {{Conditional Independence for Pretext Task Selection in Self-Supervised Speech Representation Learning}},
      author = {Zaiem, Salah and Parcollet, Titouan and Essid, Slim},
      url = {https://hal.science/hal-03601265},
      booktitle = {{Interspeech 2021}},
      address = {Brno, Czech Republic},
      publisher = {{ISCA}},
      pages = {2851-2855},
      year = {2021},
      month = aug,
      doi = {10.21437/interspeech.2021-1027},
      hal_id = {hal-03601265},
      hal_version = {v1}
    }
    

35. Unsupervised Blind Source Separation with Variational Auto-Encoders
    Julian Neri, Roland Badeau, Philippe Depalle
    29th European Signal Processing Conference (EUSIPCO 2021), Dublin, Ireland, August 2021.
    

    @inproceedings{neri:hal-03255341,
      title = {{Unsupervised Blind Source Separation with Variational Auto-Encoders}},
      author = {Neri, Julian and Badeau, Roland and Depalle, Philippe},
      url = {https://telecom-paris.hal.science/hal-03255341},
      booktitle = {{29th European Signal Processing Conference (EUSIPCO 2021)}},
      address = {Dublin, Ireland},
      year = {2021},
      month = aug,
      keywords = {blind source separation ; Bayesian inference ; unmixing ; latent variable model ; universal sound separation},
      pdf = {https://telecom-paris.hal.science/hal-03255341v1/file/2021_eusipco_vae_camera_ready.pdf},
      hal_id = {hal-03255341},
      hal_version = {v1}
    }
    

36. Attention-based distributed speech enhancement for unconstrained microphone arrays with varying number of nodes
    Nicolas Furnon, Romain Serizel, Slim Essid, Irina Illina
    EUSIPCO 2021 - 29th European Signal Processing Conference, Dublin / Virtual, Ireland, August 2021.
    

    @inproceedings{furnon:hal-03259801,
      title = {{Attention-based distributed speech enhancement for unconstrained microphone arrays with varying number of nodes}},
      author = {Furnon, Nicolas and Serizel, Romain and Essid, Slim and Illina, Irina},
      url = {https://hal.science/hal-03259801},
      booktitle = {{EUSIPCO 2021 - 29th European Signal Processing Conference}},
      address = {Dublin / Virtual, Ireland},
      organization = {{IEEE}},
      year = {2021},
      month = aug,
      doi = {10.23919/EUSIPCO54536.2021.9616358},
      keywords = {Speech enhancement ; distributed processing ; attention mechanisms ; ad-hoc microphone arrays},
      pdf = {https://hal.science/hal-03259801v1/file/eusipco2021.pdf},
      hal_id = {hal-03259801},
      hal_version = {v1}
    }
    

37. Smooth nonnegative tensor factorization for multi-sites electrical load monitoring
    Amaury Durand, François Roueff, Jean-Marc Jicquel, Nicolas Paul
    EUSIPCO, Dublin, Ireland, August 2021.
    

    @inproceedings{durand:hal-03167498,
      title = {{Smooth nonnegative tensor factorization for multi-sites electrical load monitoring}},
      author = {Durand, Amaury and Roueff, Fran{\c c}ois and Jicquel, Jean-Marc and Paul, Nicolas},
      url = {https://telecom-paris.hal.science/hal-03167498},
      booktitle = {{EUSIPCO}},
      address = {Dublin, Ireland},
      year = {2021},
      month = aug,
      pdf = {https://telecom-paris.hal.science/hal-03167498v2/file/bss-multisite-hal.pdf},
      hal_id = {hal-03167498},
      hal_version = {v2}
    }
    

38. A Novel Pseudo-Bayesian Approach for Robust Multi-Ridge Detection and Mode Retrieval
    Quentin Legros, Dominique Fourer
    29th European Signal Processing Conference (EUSIPCO 2021), Dublin, Ireland, August 2021.
    

    @inproceedings{legros:hal-03259013,
      title = {{A Novel Pseudo-Bayesian Approach for Robust Multi-Ridge Detection and Mode Retrieval}},
      author = {Legros, Quentin and Fourer, Dominique},
      url = {https://hal.science/hal-03259013},
      booktitle = {{29th European Signal Processing Conference (EUSIPCO 2021)}},
      address = {Dublin, Ireland},
      pages = {1925--1929},
      year = {2021},
      month = aug,
      keywords = {ridge extraction ; time-frequency ; random walk ; variational methods ; robust divergence},
      pdf = {https://hal.science/hal-03259013v1/file/FinalManuscript_QuentinLEGROS_EUSIPCO2021.pdf},
      hal_id = {hal-03259013},
      hal_version = {v1}
    }
    

39. A Novel Estimator of Mutual Information for Learning to Disentangle Textual Representations
    Pierre Colombo, Pablo Piantanida, Chloé Clavel
    Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, Online, France, August 2021.
    

    @inproceedings{colombo:hal-03979752,
      title = {{A Novel Estimator of Mutual Information for Learning to Disentangle Textual Representations}},
      author = {Colombo, Pierre and Piantanida, Pablo and Clavel, Chlo{\'e}},
      url = {https://hal.science/hal-03979752},
      booktitle = {{Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing}},
      address = {Online, France},
      year = {2021},
      month = aug,
      doi = {10.48448/dqvn-s462},
      pdf = {https://hal.science/hal-03979752v2/file/A%20Novel%20Estimator%20of%20Mutual%20Information%20for%20Learning%20to%20Disentangle.pdf},
      hal_id = {hal-03979752},
      hal_version = {v2}
    }
    

40. Meta-learning for Classifying Previously Unseen Data Source into Previously Unseen Emotional Categories
    Gaël Guibon, Matthieu Labeau, Hélène Flamein, Luce Lefeuvre, Chloé Clavel
    1st Workshop on Meta Learning and Its Applications to Natural Language Processing, ACL 2021, Bangkok, Thailand, August 2021.
    

    @inproceedings{guibon:hal-03563675,
      title = {{Meta-learning for Classifying Previously Unseen Data Source into Previously Unseen Emotional Categories}},
      author = {Guibon, Ga{\"e}l and Labeau, Matthieu and Flamein, H{\'e}l{\`e}ne and Lefeuvre, Luce and Clavel, Chlo{\'e}},
      url = {https://telecom-paris.hal.science/hal-03563675},
      booktitle = {{1st Workshop on Meta Learning and Its Applications to Natural Language Processing, ACL 2021}},
      address = {Bangkok, Thailand},
      year = {2021},
      month = aug,
      pdf = {https://telecom-paris.hal.science/hal-03563675v1/file/metalearning-aclmetanlp2021.pdf},
      hal_id = {hal-03563675},
      hal_version = {v1}
    }
    

41. Learning from Biased Data: A Semi-Parametric Approach
    Stéphan Clémençon, Patrice Bertail, Yannick Guyonvarch, Nathan Noiry
    ICML 2021 virtual conference - 38th International Conference on Machine Learning, Online, United States, July 2021.
    

    @inproceedings{clemencon:hal-03559370,
      title = {{Learning from Biased Data: A Semi-Parametric Approach}},
      author = {Cl{\'e}men{\c c}on, St{\'e}phan and Bertail, Patrice and Guyonvarch, Yannick and Noiry, Nathan},
      url = {https://telecom-paris.hal.science/hal-03559370},
      booktitle = {{ICML 2021 virtual conference - 38th International Conference on Machine Learning}},
      address = {Online, United States},
      organization = {{ICML}},
      publisher = {{ICML}},
      series = {International Conference on Machine Learning, 18-24 July 2021, Virtual},
      number = {139},
      pages = {803-812},
      year = {2021},
      month = jul,
      keywords = {transfer learning, generalized method of moments, reweighted risk minimization},
      pdf = {https://telecom-paris.hal.science/hal-03559370v1/file/bertail21a.pdf},
      hal_id = {hal-03559370},
      hal_version = {v1}
    }
    

42. Relative Positional Encoding for Transformers with Linear Complexity
    Antoine Liutkus, Ondřej Cífka, Shih-Lun Wu, Umut Şimşekli, Yi-Hsuan Yang, Gael Richard
    ICML 2021 - 38th International Conference on Machine Learning, Virtual Only, United States, July 2021.
    

    @inproceedings{liutkus:hal-03256451,
      title = {{Relative Positional Encoding for Transformers with Linear Complexity}},
      author = {Liutkus, Antoine and C{\'i}fka, Ond{\v r}ej and Wu, Shih-Lun and {\c S}im{\c s}ekli, Umut and Yang, Yi-Hsuan and Richard, Gael},
      url = {https://telecom-paris.hal.science/hal-03256451},
      booktitle = {{ICML 2021 - 38th International Conference on Machine Learning}},
      address = {Virtual Only, United States},
      publisher = {{PMLR}},
      series = {Proceedings of the 38th International Conference on Machine Learning},
      volume = {Proceedings of Machine Learning Research},
      number = {139},
      pages = {7067-7079},
      year = {2021},
      month = jul,
      pdf = {https://telecom-paris.hal.science/hal-03256451v1/file/spe.pdf},
      hal_id = {hal-03256451},
      hal_version = {v1}
    }
    

43. Generalization Bounds in the Presence of Outliers: a Median-of-Means Study
    Pierre Laforgue, Guillaume Staerman, Stéphan Clémençon
    38 th International Conference on Machine Learning (2021), Virtual conference, France, July 2021.
    

    @inproceedings{laforgue:hal-03423979,
      title = {{Generalization Bounds in the Presence of Outliers: a Median-of-Means Study}},
      author = {Laforgue, Pierre and Staerman, Guillaume and Cl{\'e}men{\c c}on, St{\'e}phan},
      url = {https://hal.science/hal-03423979},
      booktitle = {{38 th International Conference on Machine Learning (2021)}},
      address = {Virtual  conference, France},
      year = {2021},
      month = jul,
      hal_id = {hal-03423979},
      hal_version = {v1}
    }
    

44. Cross-Modal Music-Video Recommendation: A Study of Design Choices
    Laure Prétet, Gael Richard, Geoffroy Peeters
    Special Session of the International Joint Conference on Neural Networks (IJCNN 2021), Shenzhen, China, July 2021.
    

    @inproceedings{pretet:hal-03208323,
      title = {{Cross-Modal Music-Video Recommendation: A Study of Design Choices}},
      author = {Pr{\'e}tet, Laure and Richard, Gael and Peeters, Geoffroy},
      url = {https://telecom-paris.hal.science/hal-03208323},
      booktitle = {{Special Session of the International Joint Conference on Neural Networks (IJCNN 2021)}},
      address = {Shenzhen, China},
      year = {2021},
      month = jul,
      pdf = {https://telecom-paris.hal.science/hal-03208323v1/file/2021075874.pdf},
      hal_id = {hal-03208323},
      hal_version = {v1}
    }
    

45. Unbalanced Mallows Models for Optimizing Expensive Black-Box Permutation Problems
    Ekhine Irurozki, Manuel López-Ibáñez
    The Genetic and Evolutionary Computation Conference (GECCO21), Lille, France, July 2021.
    

    @inproceedings{irurozki:hal-03224929,
      title = {{Unbalanced Mallows Models for Optimizing Expensive Black-Box Permutation Problems}},
      author = {Irurozki, Ekhine and L{\'o}pez-Ib{\'a}{\~n}ez, Manuel},
      url = {https://hal.science/hal-03224929},
      booktitle = {{The Genetic and Evolutionary Computation Conference (GECCO21)}},
      address = {Lille, France},
      year = {2021},
      month = jul,
      doi = {10.1145/3449639.3459366},
      keywords = {Combinatorial optimization ; Bayesian optimization ; Expensive blackbox optimization ; Estimation of distribution algorithms},
      pdf = {https://hal.science/hal-03224929v1/file/main.pdf},
      hal_id = {hal-03224929},
      hal_version = {v1}
    }
    

46. Interaction Fidelity vs User’s Workload in a VR Environment: A Pilot Study
    Maurizio Mancini, Jake Spreadborough, Laura Maye, Beatrice Biancardi, Giovanna Varni
    Joint workshop on Games-Human Interaction (GHItaly21) and Multi-party Interaction in eXtended Reality (MIXR21), Bolzano, Italy, July 2021.
    

    @inproceedings{mancini:hal-04087328,
      title = {{Interaction Fidelity vs User's Workload in a VR Environment: A Pilot Study}},
      author = {Mancini, Maurizio and Spreadborough, Jake and Maye, Laura and Biancardi, Beatrice and Varni, Giovanna},
      url = {https://hal.science/hal-04087328},
      booktitle = {{Joint workshop on Games-Human Interaction (GHItaly21) and Multi-party Interaction in eXtended Reality (MIXR21)}},
      address = {Bolzano, Italy},
      year = {2021},
      month = jul,
      hal_id = {hal-04087328},
      hal_version = {v1}
    }
    

47. Concentric Mixtures of Mallows Models for Top-k Rankings: Sampling and Identifiability
    Fabien Collas, Ekhine Irurozki
    38th International Conference on Machine Learning, Online, France, July 2021.
    

    @inproceedings{collas:hal-03353642,
      title = {{Concentric Mixtures of Mallows Models for Top-k Rankings: Sampling and Identifiability}},
      author = {Collas, Fabien and Irurozki, Ekhine},
      url = {https://hal.science/hal-03353642},
      booktitle = {{38th International Conference on Machine Learning}},
      address = {Online, France},
      year = {2021},
      month = jul,
      pdf = {https://hal.science/hal-03353642v1/file/main_supp.pdf},
      hal_id = {hal-03353642},
      hal_version = {v1}
    }
    

48. NEURO-STEERED MUSIC SOURCE SEPARATION WITH EEG-BASED AUDITORY ATTENTION DECODING AND CONTRASTIVE-NMF
    Giorgia Cantisani, Slim Essid, Gael Richard
    2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Toronto (virtual conference), Canada, June 2021.
    

    @inproceedings{cantisani:hal-02978978,
      title = {{NEURO-STEERED MUSIC SOURCE SEPARATION WITH EEG-BASED AUDITORY ATTENTION DECODING AND CONTRASTIVE-NMF}},
      author = {Cantisani, Giorgia and Essid, Slim and Richard, Gael},
      url = {https://telecom-paris.hal.science/hal-02978978},
      booktitle = {{2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)}},
      address = {Toronto (virtual conference), Canada},
      year = {2021},
      month = jun,
      doi = {10.1109/ICASSP39728.2021.9413841},
      keywords = {Index Terms-Audio source separation ; Auditory attention decoding ; Polyphonic music ; EEG ; Audio source separation},
      pdf = {https://telecom-paris.hal.science/hal-02978978v4/file/C-NMF-Hal.pdf},
      hal_id = {hal-02978978},
      hal_version = {v4}
    }
    

49. Self-Supervised VQ-VAE for One-Shot Music Style Transfer
    Ondřej Cífka, Alexey Ozerov, Umut Şimşekli, Gael Richard
    ICASSP 2021 - IEEE International Conference on Acoustics, Speech and Signal Processing, Toronto / Virtual, Canada, June 2021.
    

    @inproceedings{cifka:hal-03132940,
      title = {{Self-Supervised VQ-VAE for One-Shot Music Style Transfer}},
      author = {C{\'i}fka, Ond{\v r}ej and Ozerov, Alexey and {\c S}im{\c s}ekli, Umut and Richard, Gael},
      url = {https://telecom-paris.hal.science/hal-03132940},
      booktitle = {{ICASSP 2021 - IEEE International Conference on Acoustics, Speech and Signal Processing}},
      address = {Toronto / Virtual, Canada},
      year = {2021},
      month = jun,
      doi = {10.1109/ICASSP39728.2021.9414235},
      pdf = {https://telecom-paris.hal.science/hal-03132940v1/file/paper.pdf},
      hal_id = {hal-03132940},
      hal_version = {v1}
    }
    

50. Distributed speech separation in spatially unconstrained microphone arrays
    Nicolas Furnon, Romain Serizel, Irina Illina, Slim Essid
    ICASSP 2021 - 46th International Conference on Acoustics, Speech, and Signal Processing, Toronto / Virtual, Canada, June 2021.
    

    @inproceedings{furnon:hal-02985794,
      title = {{Distributed speech separation in spatially unconstrained microphone arrays}},
      author = {Furnon, Nicolas and Serizel, Romain and Illina, Irina and Essid, Slim},
      url = {https://hal.science/hal-02985794},
      booktitle = {{ICASSP 2021 - 46th International Conference on Acoustics, Speech, and Signal Processing}},
      address = {Toronto / Virtual, Canada},
      year = {2021},
      month = jun,
      doi = {10.1109/ICASSP39728.2021.9414758},
      keywords = {Speech separation ; Microphone arrays ; Distributed processing},
      pdf = {https://hal.science/hal-02985794v3/file/icassp2021.pdf},
      hal_id = {hal-02985794},
      hal_version = {v3}
    }
    

51. Nearest Neighbour Based Estimates of Gradients: Sharp Nonasymptotic Bounds and Applications
    Stéphan Clémençon, Guillaume Ausset, François Portier
    AISTATS 2021 : The 24th International Conference on Artificial Intelligence and Statistics, Virtual conference, France, May 2021.
    

    @inproceedings{clemencon:hal-03559386,
      title = {{Nearest Neighbour Based Estimates of Gradients: Sharp Nonasymptotic Bounds and Applications}},
      author = {Cl{\'e}men{\c c}on, St{\'e}phan and Ausset, Guillaume and Portier, Fran{\c c}ois},
      url = {https://telecom-paris.hal.science/hal-03559386},
      booktitle = {{AISTATS 2021 : The 24th International Conference on Artificial Intelligence and Statistics}},
      address = {Virtual  conference, France},
      publisher = {{PMLR Press}},
      volume = {130},
      pages = {1-12},
      year = {2021},
      month = may,
      pdf = {https://telecom-paris.hal.science/hal-03559386v1/file/ausset21a.pdf},
      hal_id = {hal-03559386},
      hal_version = {v1}
    }
    

52. When OT meets MoM: Robust estimation of Wasserstein Distance
    Guillaume Staerman, Pavlo Mozharovskyi, Florence d’Alché-Buc, Pierre Laforgue
    AISTATS 2021, Virtual Conference, France, April 2021.
    

    @inproceedings{staerman:hal-03132984,
      title = {{When OT meets MoM: Robust estimation of Wasserstein Distance}},
      author = {Staerman, Guillaume and Mozharovskyi, Pavlo and d'Alch{\'e}-Buc, Florence and Laforgue, Pierre},
      url = {https://telecom-paris.hal.science/hal-03132984},
      booktitle = {{AISTATS 2021}},
      address = {Virtual Conference, France},
      year = {2021},
      month = apr,
      hal_id = {hal-03132984},
      hal_version = {v1}
    }
    

53. Self-Concordant Analysis of Generalized Linear Bandits with Forgetting
    Yoan Russac, Louis Faury, Olivier Cappé, Aurélien Garivier
    AISTATS 2021 - International Conference on Artificial Intelligence and Statistics, San Diego / Virtual, United States, April 2021.
    

    @inproceedings{russac:hal-02984117,
      title = {{Self-Concordant Analysis of Generalized Linear Bandits with Forgetting}},
      author = {Russac, Yoan and Faury, Louis and Capp{\'e}, Olivier and Garivier, Aur{\'e}lien},
      url = {https://hal.science/hal-02984117},
      booktitle = {{AISTATS 2021 - International Conference on Artificial Intelligence and Statistics}},
      address = {San Diego / Virtual, United States},
      year = {2021},
      month = apr,
      doi = {10.48550/arXiv.2011.00819},
      pdf = {https://hal.science/hal-02984117v2/file/main.pdf},
      hal_id = {hal-02984117},
      hal_version = {v2}
    }
    

54. Des leaders d’équipes virtuels pour encourager le développement du système de mémoire transactive
    Beatrice Biancardi, Ivan Giaccaglia, Brian Ravenet, Giovanna Varni
    32e conférence francophone sur l’Interaction Humain-Machine (IHM’20.21), Virtual Event, France, April 2021. IHM’20.21 32....
    

    @inproceedings{biancardi:hal-03562162,
      title = {{Des leaders d'{\'e}quipes virtuels pour encourager le d{\'e}veloppement du syst{\`e}me de m{\'e}moire transactive}},
      author = {Biancardi, Beatrice and Giaccaglia, Ivan and Ravenet, Brian and Varni, Giovanna},
      url = {https://hal.science/hal-03562162},
      note = {IHM'20.21 32e conf{\'e}rence francophone sur l'Interaction Humain-Machine},
      booktitle = {{32e conf{\'e}rence francophone sur l'Interaction Humain-Machine (IHM'20.21)}},
      address = {Virtual Event, France},
      publisher = {{ACM}},
      pages = {4:1-7},
      year = {2021},
      month = apr,
      doi = {10.1145/3451148.3458639},
      pdf = {https://hal.science/hal-03562162v1/file/b04_Biancardi%20%281%29.pdf},
      hal_id = {hal-03562162},
      hal_version = {v1}
    }
    

55. Nonlinear Functional Output Regression: a Dictionary Approach
    Dimitri Bouche, Marianne Clausel, François Roueff, Florence d’Alché-Buc
    24th International Conference on Artificial Intelligence and Statistics (AISTATS), Virtual, France, April 2021.
    

    @inproceedings{bouche:hal-03122020,
      title = {{Nonlinear Functional Output Regression: a Dictionary Approach}},
      author = {Bouche, Dimitri and Clausel, Marianne and Roueff, Fran{\c c}ois and d'Alch{\'e}-Buc, Florence},
      url = {https://hal.science/hal-03122020},
      booktitle = {{24th International Conference on Artificial Intelligence and Statistics (AISTATS)}},
      address = {Virtual, France},
      series = {Proceedings of the 24th International Conference on Artificial Intelligence and Statistics (AISTATS), Virtual},
      volume = {PMLR: Volume 130},
      year = {2021},
      month = apr,
      hal_id = {hal-03122020},
      hal_version = {v1}
    }
    

56. Learning Fair Scoring Functions: Bipartite Ranking under ROC-based Fairness Constraints
    Robin Vogel, Aurélien Bellet, Stéphan Clémençon
    The 24th International Conference on Artificial Intelligence and Statistics, Virtual conference, France, April 2021.
    

    @inproceedings{vogel:hal-03100014,
      title = {{Learning Fair Scoring Functions: Bipartite Ranking under ROC-based Fairness Constraints}},
      author = {Vogel, Robin and Bellet, Aur{\'e}lien and Cl{\'e}men{\c c}on, St{\'e}phan},
      url = {https://inria.hal.science/hal-03100014},
      booktitle = {{The 24th International Conference on Artificial Intelligence and Statistics}},
      address = {Virtual  conference, France},
      pages = {1-35},
      year = {2021},
      month = apr,
      pdf = {https://inria.hal.science/hal-03100014v2/file/aistats21.pdf},
      hal_id = {hal-03100014},
      hal_version = {v2}
    }
    

57. Comparing Representations for Audio Synthesis Using Generative Adversarial Networks
    Gaël Richard, Javier Nistal, Stefan Plattner
    2020 28th European Signal Processing Conference (EUSIPCO), Amsterdam (Virtual), Netherlands, January 2021.
    

    @inproceedings{richard:hal-03073936,
      title = {{Comparing Representations for Audio Synthesis Using Generative Adversarial Networks}},
      author = {Richard, Ga{\"e}l and Nistal, Javier and Plattner, Stefan},
      url = {https://hal.science/hal-03073936},
      booktitle = {{2020 28th European Signal Processing Conference (EUSIPCO)}},
      address = {Amsterdam (Virtual), Netherlands},
      publisher = {{IEEE}},
      pages = {161-165},
      year = {2021},
      month = jan,
      doi = {10.23919/Eusipco47968.2020.9287799},
      keywords = {Audio ; Representations ; Synthesis ; Generative ; Adversarial},
      pdf = {https://hal.science/hal-03073936v1/file/2006.09266.pdf},
      hal_id = {hal-03073936},
      hal_version = {v1}
    }
    

58. Méta-apprentissage : classification de messages en catégories émotionnelles inconnues en entraînement
    Gaël Guibon, Matthieu Labeau, Hélène Flamein, Luce Lefeuvre, Chloé Clavel
    Traitement Automatique des Langues Naturelles, Lille, France, 2021.
    

    @inproceedings{guibon:hal-03265871,
      title = {{M{\'e}ta-apprentissage : classification de messages en cat{\'e}gories {\'e}motionnelles inconnues en entra{\^i}nement}},
      author = {Guibon, Ga{\"e}l and Labeau, Matthieu and Flamein, H{\'e}l{\`e}ne and Lefeuvre, Luce and Clavel, Chlo{\'e}},
      url = {https://hal.science/hal-03265871},
      booktitle = {{Traitement Automatique des Langues Naturelles}},
      address = {Lille, France},
      editor = {Denis, Pascal and Grabar, Natalia and Fraisse, Amel and Cardon, R{\'e}mi and Jacquemin, Bernard and Kergosien, Eric and Balvet, Antonio},
      publisher = {{ATALA}},
      pages = {199-208},
      year = {2021},
      keywords = {apprentissage sur peu d'exemples. ; m{\'e}ta-apprentissage ; classification en {\'e}motions},
      pdf = {https://hal.science/hal-03265871v1/file/119.pdf},
      hal_id = {hal-03265871},
      hal_version = {v1}
    }
    

59. Sequence-to-Sequence Predictive Model: From Prosody To Communicative Gestures
    Fajrian Yunus, Chloé Clavel, Catherine Pelachaud
    International Conference on Human-Computer Interaction - HCII, virtuel, France, 2021.
    

    @inproceedings{yunus:hal-03428910,
      title = {{Sequence-to-Sequence Predictive Model: From Prosody To Communicative Gestures}},
      author = {Yunus, Fajrian and Clavel, Chlo{\'e} and Pelachaud, Catherine},
      url = {https://hal.science/hal-03428910},
      booktitle = {{International Conference on Human-Computer Interaction - HCII}},
      address = {virtuel, France},
      year = {2021},
      keywords = {Machine Learning ; Communicative Gesture ; Prosody},
      pdf = {https://hal.science/hal-03428910v1/file/hcii_2021_shortened.pdf},
      hal_id = {hal-03428910},
      hal_version = {v1}
    }
    

Unpublished

1. SAMbA: Speech enhancement with Asynchronous ad-hoc Microphone Arrays
   Nicolas Furnon, Romain Serizel, Slim Essid, Irina Illina
   December 2021. Submitted to....
   

   @unpublished{furnon:hal-04173974,
     title = {{SAMbA: Speech enhancement with Asynchronous ad-hoc Microphone Arrays}},
     author = {Furnon, Nicolas and Serizel, Romain and Essid, Slim and Illina, Irina},
     url = {https://hal.science/hal-04173974},
     note = {Submitted to INTERSPEECH 2022.},
     year = {2021},
     month = dec,
     doi = {10.48550/arXiv.2307.16582},
     keywords = {speech enhancement ; ad-hoc microphone arrays ; asynchronization ; Attention mechanisms},
     pdf = {https://hal.science/hal-04173974v1/file/interspeech2022_v2.pdf},
     hal_id = {hal-04173974},
     hal_version = {v1}
   }
   

2. EEG-based Decoding of Auditory Attention to a Target Instrument for Neuro-steered Music Source Separation
   Giorgia Cantisani, Slim Essid, Gael Richard
   September 2021. working pape....
   

   @unpublished{cantisani:hal-04349308,
     title = {{EEG-based Decoding of Auditory Attention to a Target Instrument for Neuro-steered Music Source Separation}},
     author = {Cantisani, Giorgia and Essid, Slim and Richard, Gael},
     url = {https://hal.science/hal-04349308},
     note = {working paper or preprint},
     year = {2021},
     month = sep,
     keywords = {Audio source separation ; Auditory attention decoding ; Polyphonic music ; EEG ; Matrix factorisation ; Multimodal processing},
     pdf = {https://hal.science/hal-04349308v2/file/Cantisani_AAD_C_NMF_ArXiv.pdf},
     hal_id = {hal-04349308},
     hal_version = {v2}
   }
   

3. Learning Output Embeddings in Structured Prediction
   Luc Brogat-Motte, Alessandro Rudi, Celine Brouard, Juho Rousu, Florence d’Alché-Buc
   July 2021. working pape....
   

   @unpublished{brogatmotte:hal-03282445,
     title = {{Learning Output Embeddings in Structured Prediction}},
     author = {Brogat-Motte, Luc and Rudi, Alessandro and Brouard, Celine and Rousu, Juho and d'Alch{\'e}-Buc, Florence},
     url = {https://hal.inrae.fr/hal-03282445},
     note = {working paper or preprint},
     year = {2021},
     month = jul,
     hal_id = {hal-03282445},
     hal_version = {v1}
   }
   

4. Almost sure convergence rates for Stochastic Gradient Descent and Stochastic Heavy Ball
   Othmane Sebbouh, Robert M Gower, Aaron Defazio
   February 2021. working pape....
   

   @unpublished{sebbouh:hal-03135145,
     title = {{Almost sure convergence rates for Stochastic Gradient Descent and Stochastic Heavy Ball}},
     author = {Sebbouh, Othmane and Gower, Robert M and Defazio, Aaron},
     url = {https://hal.science/hal-03135145},
     note = {working paper or preprint},
     year = {2021},
     month = feb,
     pdf = {https://hal.science/hal-03135145v1/file/sgd_shb_arxiv.pdf},
     hal_id = {hal-03135145},
     hal_version = {v1}
   }
   

Journal Articles

1. Does the Goal Matter? Emotion Recognition Tasks Can Change the Social Value of Facial Mimicry towards Artificial Agents
   Giulia Perugia, Maike Paetzel-Prüssman, Isabelle Hupont, Giovanna Varni, Mohamed Chetouani, Christopher Edward Peters, Ginevra Castellano
   Frontiers in Robotics and AI, November 2021. 27 pages, 8 ....
   

   @article{perugia:hal-03409678,
     title = {{Does the Goal Matter? Emotion Recognition Tasks Can Change the Social Value of Facial Mimicry towards Artificial Agents}},
     author = {Perugia, Giulia and Paetzel-Pr{\"u}ssman, Maike and Hupont, Isabelle and Varni, Giovanna and Chetouani, Mohamed and Peters, Christopher Edward and Castellano, Ginevra},
     url = {https://hal.science/hal-03409678},
     note = {27 pages, 8 figures, 7 tables (Submitted to Frontiers in Robotics and AI, Human-Robot Interaction)},
     journal = {{Frontiers in Robotics and AI}},
     publisher = {{Frontiers Media S.A.}},
     volume = {8},
     year = {2021},
     month = nov,
     doi = {10.3389/frobt.2021.699090},
     keywords = {human-robot interaction ; human-agent interaction ; affective computing ; facial mimicry ; anthropomorphism ; uncanny valley ; facial action coding system},
     hal_id = {hal-03409678},
     hal_version = {v1}
   }
   

2. Concentration Inequalities for Two-Sample Rank Processes with Application to Bipartite Ranking
   Stéphan Clémençon, Myrto Limnios, Nicolas Vayatis
   Electronic Journal of Statistics , September 2021.
   

   @article{clemencon:hal-03190532,
     title = {{Concentration Inequalities for Two-Sample Rank Processes with Application to Bipartite Ranking}},
     author = {Cl{\'e}men{\c c}on, St{\'e}phan and Limnios, Myrto and Vayatis, Nicolas},
     url = {https://hal.science/hal-03190532},
     journal = {{Electronic Journal of Statistics }},
     publisher = {{Shaker Heights, OH : Institute of Mathematical Statistics}},
     volume = {15},
     number = {2},
     pages = {4659 -- 4717},
     year = {2021},
     month = sep,
     doi = {10.1214/21-EJS1907},
     pdf = {https://hal.science/hal-03190532v3/file/main_CleLimVay%20%281%29.pdf},
     hal_id = {hal-03190532},
     hal_version = {v3}
   }
   

3. Spectral estimation for non-linear long range dependent discrete time trawl processes
   Paul Doukhan, François Roueff, Joseph Rynkiewicz
   Electronic Journal of Statistics , August 2021.
   

   @article{doukhan:hal-02429681,
     title = {{Spectral estimation for non-linear long range dependent discrete time trawl processes}},
     author = {Doukhan, Paul and Roueff, Fran{\c c}ois and Rynkiewicz, Joseph},
     url = {https://hal.science/hal-02429681},
     journal = {{Electronic Journal of Statistics }},
     publisher = {{Shaker Heights, OH : Institute of Mathematical Statistics}},
     volume = {14},
     number = {2},
     pages = {3157 - 3191},
     year = {2021},
     month = aug,
     doi = {10.1214/20-EJS1742},
     keywords = {trawl processes ; integer-valued time series ; long memory parameter estimation ; MSC: 62M10 ; 62F12 ; 60G51},
     pdf = {https://hal.science/hal-02429681v1/file/paramtrawl.pdf},
     hal_id = {hal-02429681},
     hal_version = {v1}
   }
   

4. Stochastic optimization with momentum: convergence, fluctuations, and traps avoidance
   Anas Barakat, Pascal Bianchi, Walid Hachem, Sholom Schechtman
   Electronic Journal of Statistics , August 2021.
   

   @article{barakat:hal-03310455,
     title = {{Stochastic optimization with momentum: convergence, fluctuations, and traps avoidance}},
     author = {Barakat, Anas and Bianchi, Pascal and Hachem, Walid and Schechtman, Sholom},
     url = {https://hal.science/hal-03310455},
     journal = {{Electronic Journal of Statistics }},
     publisher = {{Shaker Heights, OH : Institute of Mathematical Statistics}},
     volume = {15},
     number = {2},
     pages = {3892-3947},
     year = {2021},
     month = aug,
     doi = {10.1214/21-EJS1880},
     keywords = {stochastic approximation ; dynamical systems ; adaptive gradient methods with momentum ; Nesterov accelerated gradient ; ADAM ; avoidance of traps ; stochastic approximation},
     pdf = {https://hal.science/hal-03310455v1/file/20adam.pdf},
     hal_id = {hal-03310455},
     hal_version = {v1}
   }
   

5. Improving Reproducibility in Machine Learning Research (A Report from the NeurIPS 2019 Reproducibility Program)
   Joelle Pineau, Philippe Vincent-Lamarre, Koustuv Sinha, Vincent Larivière, Alina Beygelzimer, Florence d’Alché-Buc, Emily Fox, Hugo Larochelle
   Journal of Machine Learning Research, August 2021.
   

   @article{pineau:hal-03341560,
     title = {{Improving Reproducibility in Machine Learning Research (A Report from the NeurIPS 2019 Reproducibility Program)}},
     author = {Pineau, Joelle and Vincent-Lamarre, Philippe and Sinha, Koustuv and Larivi{\`e}re, Vincent and Beygelzimer, Alina and d'Alch{\'e}-Buc, Florence and Fox, Emily and Larochelle, Hugo},
     url = {https://hal.science/hal-03341560},
     journal = {{Journal of Machine Learning Research}},
     publisher = {{Microtome Publishing}},
     volume = {22},
     year = {2021},
     month = aug,
     keywords = {Reproducibilit{\'e} ; Apprentissage Artificiel},
     pdf = {https://hal.science/hal-03341560v1/file/20-303.pdf},
     hal_id = {hal-03341560},
     hal_version = {v1}
   }
   

6. Control variate selection for Monte Carlo integration
   Rémi Leluc, François Portier, Johan Segers
   Statistics and Computing, June 2021.
   

   @article{leluc:hal-04044428,
     title = {{Control variate selection for Monte Carlo integration}},
     author = {Leluc, R{\'e}mi and Portier, Fran{\c c}ois and Segers, Johan},
     url = {https://telecom-paris.hal.science/hal-04044428},
     journal = {{Statistics and Computing}},
     publisher = {{Springer Verlag (Germany)}},
     volume = {31},
     number = {4},
     pages = {50},
     year = {2021},
     month = jun,
     doi = {10.1007/s11222-021-10011-z},
     keywords = {Monte Carlo ; Variance Reduction ; Lasso ; Control Variate ; Variable Selection},
     pdf = {https://telecom-paris.hal.science/hal-04044428v1/file/control-variate-selection_final.pdf},
     hal_id = {hal-04044428},
     hal_version = {v1}
   }
   

7. General-order observation-driven models: ergodicity and consistency of the maximum likelihood estimator
   Tepmony Sim, Randal Douc, François Roueff
   Electronic Journal of Statistics , June 2021.
   

   @article{sim:hal-01383554,
     title = {{General-order observation-driven models: ergodicity and consistency of the maximum likelihood estimator}},
     author = {Sim, Tepmony and Douc, Randal and Roueff, Fran{\c c}ois},
     url = {https://hal.science/hal-01383554},
     journal = {{Electronic Journal of Statistics }},
     publisher = {{Shaker Heights, OH : Institute of Mathematical Statistics}},
     year = {2021},
     month = jun,
     doi = {10.1214/21-EJS1858},
     keywords = {consistency ; ergodicity ; general-order ; maximum likelihood ; observation-driven models ; time series of counts},
     pdf = {https://hal.science/hal-01383554v3/file/genod2.pdf},
     hal_id = {hal-01383554},
     hal_version = {v3}
   }
   

8. Towards alignment strategies in human-agent interactions based on measures of lexical repetitions
   Guillaume Dubuisson Duplessis, Caroline Langlet, Chloé Clavel, Frédéric Landragin
   Language Resources and Evaluation, June 2021.
   

   @article{dubuissonduplessis:hal-03147824,
     title = {{Towards alignment strategies in human-agent interactions based on measures of lexical repetitions}},
     author = {Dubuisson Duplessis, Guillaume and Langlet, Caroline and Clavel, Chlo{\'e} and Landragin, Fr{\'e}d{\'e}ric},
     url = {https://hal.science/hal-03147824},
     journal = {{Language Resources and Evaluation}},
     publisher = {{Springer Verlag}},
     volume = {55},
     number = {2},
     pages = {353-388},
     year = {2021},
     month = jun,
     doi = {10.1007/s10579-021-09532-w},
     keywords = {Human-machine dialogue ; Verbal Alignment ; Lexical repetitions},
     pdf = {https://hal.science/hal-03147824v2/file/21_LRE.pdf},
     hal_id = {hal-03147824},
     hal_version = {v2}
   }
   

9. Approximate computation of projection depths
   Rainer Dyckerhoff, Pavlo Mozharovskyi, Stanislav Nagy
   Computational Statistics and Data Analysis, May 2021.
   

   @article{dyckerhoff:hal-03189235,
     title = {{Approximate computation of projection depths}},
     author = {Dyckerhoff, Rainer and Mozharovskyi, Pavlo and Nagy, Stanislav},
     url = {https://hal.science/hal-03189235},
     journal = {{Computational Statistics and Data Analysis}},
     publisher = {{Elsevier}},
     volume = {157},
     pages = {107166},
     year = {2021},
     month = may,
     doi = {10.1016/j.csda.2020.107166},
     pdf = {https://hal.science/hal-03189235v1/file/S0167947320302577.pdf},
     hal_id = {hal-03189235},
     hal_version = {v1}
   }
   

10. Bayesian Allocation Model: Marginal Likelihood-Based Model Selection for Count Tensors
    Sinan Yldrm, M. Burak Kurutmaz, Melih Barsbey, Umut Şimşekli, A. Taylan Cemgil
    IEEE Journal of Selected Topics in Signal Processing, April 2021.
    

    @article{yldrm:hal-03269127,
      title = {{Bayesian Allocation Model: Marginal Likelihood-Based Model Selection for Count Tensors}},
      author = {Yldrm, Sinan and Kurutmaz, M. Burak and Barsbey, Melih and {\c S}im{\c s}ekli, Umut and Cemgil, A. Taylan},
      url = {https://hal.science/hal-03269127},
      journal = {{IEEE Journal of Selected Topics in Signal Processing}},
      publisher = {{IEEE}},
      volume = {15},
      number = {3},
      pages = {560-573},
      year = {2021},
      month = apr,
      doi = {10.1109/JSTSP.2020.3045297},
      hal_id = {hal-03269127},
      hal_version = {v1}
    }
    

11. Necessary and sufficient conditions for the identifiability of observation-driven models
    Randal Douc, François Roueff, Tepmony Sim
    Journal of Time Series Analysis, March 2021.
    

    @article{douc:hal-02088860,
      title = {{Necessary and sufficient conditions for the identifiability of observation-driven models}},
      author = {Douc, Randal and Roueff, Fran{\c c}ois and Sim, Tepmony},
      url = {https://hal.science/hal-02088860},
      journal = {{Journal of Time Series Analysis}},
      publisher = {{Wiley-Blackwell}},
      volume = {42},
      number = {2},
      pages = {140-160},
      year = {2021},
      month = mar,
      doi = {10.1111/jtsa.12559},
      keywords = {Identifiability ; Observation-driven models ; Time series of counts},
      pdf = {https://hal.science/hal-02088860v3/file/ident_genod.pdf},
      hal_id = {hal-02088860},
      hal_version = {v3}
    }
    

12. Depth for Curve Data and Applications
    Pierre Lafaye Micheaux, Pavlo Mozharovskyi, Myriam Vimond
    Journal of the American Statistical Association, 2021.
    

    @article{demicheaux:hal-03188029,
      title = {{Depth for Curve Data and Applications}},
      author = {de Micheaux, Pierre Lafaye and Mozharovskyi, Pavlo and Vimond, Myriam},
      url = {https://hal.science/hal-03188029},
      journal = {{Journal of the American Statistical Association}},
      publisher = {{Taylor \& Francis}},
      volume = {116},
      number = {536},
      pages = {1881-1897},
      year = {2021},
      doi = {10.1080/01621459.2020.1745815},
      keywords = {Classification ; Data depth ; DD-plot ; DT-MRI fibers ; Nonparametric statistics ; Unparameterized curves},
      pdf = {https://hal.science/hal-03188029v1/file/1901.00180v2.pdf},
      hal_id = {hal-03188029},
      hal_version = {v1}
    }
    

13. Infinite-dimensional gradient-based descent for alpha-divergence minimisation
    Kamélia Daudel, Randal Douc, François Portier
    Annals of Statistics, 2021.
    

    @article{daudel:hal-02614605,
      title = {{Infinite-dimensional gradient-based descent for alpha-divergence minimisation}},
      author = {Daudel, Kam{\'e}lia and Douc, Randal and Portier, Fran{\c c}ois},
      url = {https://telecom-paris.hal.science/hal-02614605},
      journal = {{Annals of Statistics}},
      publisher = {{Institute of Mathematical Statistics}},
      volume = {49},
      number = {4},
      pages = {2250 - 2270},
      year = {2021},
      keywords = {Variational inference ; Mirror Descent ; Kullback-Leibler divergence ; Alpha-divergence},
      pdf = {https://telecom-paris.hal.science/hal-02614605v3/file/AOS2035.pdf},
      hal_id = {hal-02614605},
      hal_version = {v3}
    }
    

14. Screening Rules and its Complexity for Active Set Identification
    Eugene Ndiaye, Olivier Fercoq, Joseph Salmon
    Journal of Convex Analysis, 2021.
    

    @article{ndiaye:hal-02933051,
      title = {{Screening Rules and its Complexity for Active Set Identification}},
      author = {Ndiaye, Eugene and Fercoq, Olivier and Salmon, Joseph},
      url = {https://hal.science/hal-02933051},
      journal = {{Journal of Convex Analysis}},
      publisher = {{Heldermann}},
      volume = {28},
      number = {4},
      pages = {1053--1072},
      year = {2021},
      doi = {10.48550/arXiv.2009.02709},
      pdf = {https://hal.science/hal-02933051v1/file/2009.02709v1.pdf},
      hal_id = {hal-02933051},
      hal_version = {v1}
    }
    

15. Les mégadonnées et l’essor de l’intelligence artificielle
    Stéphan Clémençon
    Les Cahiers français : documents d’actualité, 2021.
    

    @article{clemencon:hal-04587615,
      title = {{Les m{\'e}gadonn{\'e}es et l'essor de l'intelligence artificielle}},
      author = {Cl{\'e}men{\c c}on, St{\'e}phan},
      url = {https://telecom-paris.hal.science/hal-04587615},
      journal = {{Les Cahiers fran{\c c}ais : documents d'actualit{\'e}}},
      publisher = {{La Documentation Fran{\c c}aise}},
      number = {419},
      pages = {68},
      year = {2021},
      keywords = {M{\'e}ga Donn{\'e}es ; Intelligence Articifielle},
      hal_id = {hal-04587615},
      hal_version = {v1}
    }
    

16. DNN-based mask estimation for distributed speech enhancement in spatially unconstrained microphone arrays
    Nicolas Furnon, Romain Serizel, Slim Essid, Irina Illina
    IEEE/ACM Transactions on Audio, Speech and Language Processing, 2021.
    

    @article{furnon:hal-02985867,
      title = {{DNN-based mask estimation for distributed speech enhancement in spatially unconstrained microphone arrays}},
      author = {Furnon, Nicolas and Serizel, Romain and Essid, Slim and Illina, Irina},
      url = {https://hal.science/hal-02985867},
      journal = {{IEEE/ACM Transactions on Audio, Speech and Language Processing}},
      publisher = {{Institute of Electrical and Electronics Engineers}},
      volume = {29},
      pages = {2310 - 2323},
      year = {2021},
      doi = {10.1109/TASLP.2021.3092838},
      pdf = {https://hal.science/hal-02985867v3/file/furnon.pdf},
      hal_id = {hal-02985867},
      hal_version = {v3}
    }
    

17. Phoneme Level Lyrics Alignment and Text-Informed Singing Voice Separation
    Kilian Schulze-Forster, Clement S J Doire, Gael Richard, Roland Badeau
    IEEE/ACM Transactions on Audio, Speech and Language Processing, 2021.
    

    @article{schulzeforster:hal-03255334,
      title = {{Phoneme Level Lyrics Alignment and Text-Informed Singing Voice Separation}},
      author = {Schulze-Forster, Kilian and Doire, Clement S J and Richard, Gael and Badeau, Roland},
      url = {https://telecom-paris.hal.science/hal-03255334},
      journal = {{IEEE/ACM Transactions on Audio, Speech and Language Processing}},
      publisher = {{Institute of Electrical and Electronics Engineers}},
      year = {2021},
      doi = {10.1109/TASLP.2021.3091817},
      keywords = {monotonic attention mechanism ; Singing voice separation ; lyrics alignment},
      pdf = {https://telecom-paris.hal.science/hal-03255334v1/file/2021_Phoneme_level_lyrics_alignment_and_text-informed_singing_voice_separation.pdf},
      hal_id = {hal-03255334},
      hal_version = {v1}
    }
    

18. Adaptation Mechanisms in Human-Agent Interaction: Effects on User’s Impressions and Engagement
    Beatrice Biancardi, Soumia Dermouche, Catherine Pelachaud
    Frontiers in Computer Science, 2021.
    

    @article{biancardi:hal-03428883,
      title = {{Adaptation Mechanisms in Human-Agent Interaction: Effects on User's Impressions and Engagement}},
      author = {Biancardi, Beatrice and Dermouche, Soumia and Pelachaud, Catherine},
      url = {https://hal.science/hal-03428883},
      journal = {{Frontiers in Computer Science}},
      publisher = {{Lausanne: Frontiers Media SA}},
      year = {2021},
      keywords = {Human-agent interaction ; Adaptation Mechanisms ; Engagement ; Impressions ; Embodied Conversational Agents},
      pdf = {https://hal.science/hal-03428883v1/file/FRONTIERS_Adaptation-v2.pdf},
      hal_id = {hal-03428883},
      hal_version = {v1}
    }
    

19. Convergence and Dynamical Behavior of the Adam Algorithm for Non Convex Stochastic Optimization
    Anas Barakat, Pascal Bianchi
    SIAM Journal on Optimization, 2021.
    

    @article{barakat:hal-02366280,
      title = {{Convergence and Dynamical Behavior of the Adam Algorithm for Non Convex  Stochastic Optimization}},
      author = {Barakat, Anas and Bianchi, Pascal},
      url = {https://telecom-paris.hal.science/hal-02366280},
      journal = {{SIAM Journal on Optimization}},
      publisher = {{Society for Industrial and Applied Mathematics}},
      year = {2021},
      pdf = {https://telecom-paris.hal.science/hal-02366280v2/file/1810.02263.pdf},
      hal_id = {hal-02366280},
      hal_version = {v2}
    }
    

20. Approximate Inference and Learning of State Space Models with Laplace Noise
    Julian Neri, Philippe Depalle, Roland Badeau
    IEEE Transactions on Signal Processing, 2021.
    

    @article{neri:hal-03255319,
      title = {{Approximate Inference and Learning of State Space Models with Laplace Noise}},
      author = {Neri, Julian and Depalle, Philippe and Badeau, Roland},
      url = {https://telecom-paris.hal.science/hal-03255319},
      journal = {{IEEE Transactions on Signal Processing}},
      publisher = {{Institute of Electrical and Electronics Engineers}},
      volume = {69},
      pages = {3176 - 3189},
      year = {2021},
      doi = {10.1109/tsp.2021.3075146},
      keywords = {Bayesian inference ; time series ; heavy-tailed noise ; EM algorithm ; machine learning ; expectation propagation ; Kalman filter ; state estimation ; Laplace distribution},
      pdf = {https://telecom-paris.hal.science/hal-03255319v1/file/2020_IEEE_Laplace_Inference_Neri_Julian.pdf},
      hal_id = {hal-03255319},
      hal_version = {v1}
    }
    

21. Scalable Semidefinite Programming
    Alp Yurtsever, Joel A. Tropp, Olivier Fercoq, Madeleine Udell, Volkan Cevher
    SIAM Journal on Mathematics of Data Science, 2021.
    

    @article{yurtsever:hal-02493338,
      title = {{Scalable Semidefinite Programming}},
      author = {Yurtsever, Alp and Tropp, Joel A. and Fercoq, Olivier and Udell, Madeleine and Cevher, Volkan},
      url = {https://telecom-paris.hal.science/hal-02493338},
      journal = {{SIAM Journal on Mathematics of Data Science}},
      publisher = {{Society for Industrial and Applied Mathematics}},
      year = {2021},
      doi = {10.1137/19M1305045},
      hal_id = {hal-02493338},
      hal_version = {v1}
    }
    

22. Feature Clustering for Support Identification in Extreme Regions
    Hamid Jalalzai, Rémi Leluc
    Proceedings of Machine Learning Research, 2021.
    

    @article{jalalzai:hal-04044542,
      title = {{Feature Clustering for Support Identification in Extreme Regions}},
      author = {Jalalzai, Hamid and Leluc, R{\'e}mi},
      url = {https://telecom-paris.hal.science/hal-04044542},
      journal = {{Proceedings of Machine Learning Research}},
      publisher = {{PMLR}},
      series = {Proceedings of the 38 th International Conference on Machine Learning},
      volume = {139},
      pages = {4733-4743},
      year = {2021},
      keywords = {Extreme values ; support identification ; stochastic optimization ; feature clustering},
      pdf = {https://telecom-paris.hal.science/hal-04044542v1/file/paper.pdf},
      hal_id = {hal-04044542},
      hal_version = {v1}
    }
    

proceedings

1. Anomalous Cluster Detection in Large Networks with Diffusion-Percolation Testing
   Corentin Larroche, Johan Mazel, Stephan Clémençon
   ESANN 2021 : European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning., October 2021.
   

   @proceedings{larroche:hal-03363228,
     title = {{Anomalous Cluster Detection in Large Networks with Diffusion-Percolation Testing}},
     author = {Larroche, Corentin and Mazel, Johan and Cl{\'e}men{\c c}on, Stephan},
     url = {https://hal.science/hal-03363228},
     booktitle = {{ESANN 2021 : European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning.}},
     pages = {1-6},
     year = {2021},
     month = oct,
     pdf = {https://hal.science/hal-03363228v1/file/ES2021-32.pdf},
     hal_id = {hal-03363228},
     hal_version = {v1}
   }
   

2. Actes de la conférence CAID 2020
   François Vieilleville, Stéphane May, Adrien Lagrange, A Dupuis, Rosa Ruiloba, Fred Ngolè Mboula, Tristan Bitard-Feildel, Erwan Nogues, Corentin Larroche, Johan Mazel, Stephan Clémençon, Romain Burgot, Alric Gaurier, Louis Hulot, Léo Isaac-Dognin, Laetitia Leichtnam, Eric Totel, Nicolas Prigent, Ludovic Mé, Rémi Bernhard, Pierre-Alain Moëllic, Jean-Max Dutertre, Katarzyna Kapusta, Vincent Thouvenot, Olivier Bettan, Tristan Charrier, Luc Bonnafoux, Francisco-Pierre Puig, Quentin Lhoest, Thomas Renault, Adrien Benamira, Benoit Bonnet, Teddy Furon, Patrick Bas, Benjamin Farcy, Silvia Gil-Casals, Juliette Mattioli, Marc Fiammante, Marc Lambert, Roman Bresson, Johanne Cohen, Eyke Hullermeier, Christophe Labreuche, Michele Sebag, Thomas Thebaud, Anthony Larcher, Gaël Le Lan, Nouredine Nour, Reda Belhaj-Soullami, Cédric L.R. Buron, Alain Peres, Frédéric Barbaresco, Antoine D’acremont, Guillaume Quin, Alexandre Baussard, Ronan Fablet, Marie-Caroline Corbineau, Louis Morge-Rollet, Frederic Le Roy, Denis Le Jeune, Roland Gautier, Benjamin Camus, Eric Monteux, Mikaël Vermet, Alex Goupilleau, Tugdual Ceillier
   April 2021.
   

   @proceedings{devieilleville:hal-03206297,
     title = {{Actes de la conf{\'e}rence CAID 2020}},
     author = {de Vieilleville, Fran{\c c}ois and May, St{\'e}phane and Lagrange, Adrien and Dupuis, A and Ruiloba, Rosa and Ngol{\`e} Mboula, Fred and Bitard-Feildel, Tristan and Nogues, Erwan and Larroche, Corentin and Mazel, Johan and Cl{\'e}men{\c c}on, Stephan and Burgot, Romain and Gaurier, Alric and Hulot, Louis and Isaac-Dognin, L{\'e}o and Leichtnam, Laetitia and Totel, Eric and Prigent, Nicolas and M{\'e}, Ludovic and Bernhard, R{\'e}mi and Mo{\"e}llic, Pierre-Alain and Dutertre, Jean-Max and Kapusta, Katarzyna and Thouvenot, Vincent and Bettan, Olivier and Charrier, Tristan and Bonnafoux, Luc and Puig, Francisco-Pierre and Lhoest, Quentin and Renault, Thomas and Benamira, Adrien and Bonnet, Benoit and Furon, Teddy and Bas, Patrick and Farcy, Benjamin and Gil-Casals, Silvia and Mattioli, Juliette and Fiammante, Marc and Lambert, Marc and Bresson, Roman and Cohen, Johanne and Hullermeier, Eyke and Labreuche, Christophe and Sebag, Michele and Thebaud, Thomas and Larcher, Anthony and Le Lan, Ga{\"e}l and Nour, Nouredine and Belhaj-Soullami, Reda and Buron, C{\'e}dric L.R. and Peres, Alain and Barbaresco, Fr{\'e}d{\'e}ric and D'acremont, Antoine and Quin, Guillaume and Baussard, Alexandre and Fablet, Ronan and Corbineau, Marie-Caroline and Morge-Rollet, Louis and Le Roy, Frederic and Le Jeune, Denis and Gautier, Roland and Camus, Benjamin and Monteux, Eric and Vermet, Mika{\"e}l and Goupilleau, Alex and Ceillier, Tugdual},
     url = {https://hal.science/hal-03206297},
     year = {2021},
     month = apr,
     keywords = {artificial intelligence ; prise de d{\'e}cision ; signaux radar ; intelligence artificielle ; syst{\`e}mes embarqu{\'e}s ; cyber-s{\'e}curit{\'e} ; s{\'e}curit{\'e} des donn{\'e}es},
     pdf = {https://hal.science/hal-03206297v1/file/CAID_2020_actes_de_conference.pdf},
     hal_id = {hal-03206297},
     hal_version = {v1}
   }
   

Miscellaneous

1. From local hesitations to global impressions of a speaker’s feeling of knowing
   Tanvi Dinkar, Beatrice Biancardi, Chloé Clavel
   September 2021. Poster.
   

   @misc{dinkar:hal-03577249,
     title = {{From local hesitations to global impressions of a speaker's feeling of knowing}},
     author = {Dinkar, Tanvi and Biancardi, Beatrice and Clavel, Chlo{\'e}},
     url = {https://telecom-paris.hal.science/hal-03577249},
     note = {Poster},
     howpublished = {{25th Workshop on the Semantics and Pragmatics of Dialogue}},
     year = {2021},
     month = sep,
     pdf = {https://telecom-paris.hal.science/hal-03577249v1/file/Z21-Dinkar_semdial_0024.pdf},
     hal_id = {hal-03577249},
     hal_version = {v1}
   }
   

2. Probabilistic semi-nonnegative matrix factorization: a Skellam-based framework
   Benoît Fuentes, Gael Richard
   2021.
   

   @misc{fuentes:hal-03790824,
     title = {{Probabilistic semi-nonnegative matrix factorization: a Skellam-based framework}},
     author = {Fuentes, Beno{\^i}t and Richard, Gael},
     url = {https://telecom-paris.hal.science/hal-03790824},
     publisher = {{ACM / ArXiv}},
     year = {2021},
     pdf = {https://telecom-paris.hal.science/hal-03790824v1/file/2107.03317.pdf},
     hal_id = {hal-03790824},
     hal_version = {v1}
   }
   

Book Chapters

1. Rank Aggregation for Non-stationary Data Streams
   Ekhine Irurozki, Aritz Perez, Jesus Lobo, Javier Ser
   Machine Learning and Knowledge Discovery in Databases. Research Track, September 2021.
   

   @incollection{irurozki:hal-03353591,
     title = {{Rank Aggregation for Non-stationary Data Streams}},
     author = {Irurozki, Ekhine and Perez, Aritz and Lobo, Jesus and del Ser, Javier},
     url = {https://hal.science/hal-03353591},
     booktitle = {{Machine Learning and Knowledge Discovery in Databases. Research Track}},
     pages = {297-313},
     year = {2021},
     month = sep,
     doi = {10.1007/978-3-030-86523-8\_18},
     keywords = {Preference learning ; Rank aggregation ; Borda ; Evolving preferences ; Voting ; Concept Drift},
     pdf = {https://hal.science/hal-03353591v1/file/ranking_streams__concept_drift_and_uBorda%20%282%29.pdf},
     hal_id = {hal-03353591},
     hal_version = {v1}
   }
   

2. The Deep Learning Revolution in MIR: The Pros and Cons, the Needs and the Challenges 2021
   Geoffroy Peeters
   Perception, Representations, Image, Sound, Music, 2021.
   

   @incollection{peeters:hal-03154524,
     title = {{The Deep Learning Revolution in MIR: The Pros and Cons, the Needs and the Challenges 2021}},
     author = {Peeters, Geoffroy},
     url = {https://telecom-paris.hal.science/hal-03154524},
     booktitle = {{Perception, Representations, Image, Sound, Music}},
     year = {2021},
     hal_id = {hal-03154524},
     hal_version = {v1}
   }
   

3. Deep Learning for Audio and Music
   Geoffroy Peeters, Gael Richard
   Multi-faceted Deep Learning: Models and Data, 2021.
   

   @incollection{peeters:hal-03153938,
     title = {{Deep Learning for Audio and Music}},
     author = {Peeters, Geoffroy and Richard, Gael},
     url = {https://telecom-paris.hal.science/hal-03153938},
     booktitle = {{Multi-faceted Deep Learning: Models and Data}},
     publisher = {{Springer}},
     year = {2021},
     hal_id = {hal-03153938},
     hal_version = {v1}
   }
   

Theses

1. Personalized audio auto-tagging as proxy for contextual music recommendation
   Karim Magdi Abdelfattah Ibrahim
   December 2021.
   

   @phdthesis{ibrahim:tel-03633097,
     title = {{Personalized audio auto-tagging as proxy for contextual music recommendation}},
     author = {Ibrahim, Karim Magdi Abdelfattah},
     url = {https://theses.hal.science/tel-03633097},
     number = {2021IPPAT039},
     school = {{Institut Polytechnique de Paris}},
     year = {2021},
     month = dec,
     keywords = {Music auto-tagging ; Context-aware ; Music recommendation ; Auto-tagging musical ; Context-aware ; Recommandation musicale},
     type = {Theses},
     pdf = {https://theses.hal.science/tel-03633097v1/file/103328_IBRAHIM_2021_archivage.pdf},
     hal_id = {tel-03633097},
     hal_version = {v1}
   }
   

2. Contributions to non-convex stochastic optimization and reinforcement learning
   Anas Barakat
   December 2021.
   

   @phdthesis{barakat:tel-03485159,
     title = {{Contributions to non-convex stochastic optimization and reinforcement learning}},
     author = {Barakat, Anas},
     url = {https://theses.hal.science/tel-03485159},
     number = {2021IPPAT030},
     school = {{Institut Polytechnique de Paris}},
     year = {2021},
     month = dec,
     keywords = {Optimization ; Stochastic approximation ; Reinforcement Learning ; Adaptive gradient methods with momentum ; Avoidance of traps ; Actor-critic methods ; Dynamical systems ; Optimisation ; Approximation stochastique ; Apprentissage par renforcement ; M{\'e}thodes {\`a} gradient adaptatives avec momentum ; Evitement de pi{\`e}ges ; M{\'e}thodes acteur-critique ; Syst{\`e}mes dynamiques},
     type = {Theses},
     pdf = {https://theses.hal.science/tel-03485159v1/file/103949_BARAKAT_2021_archivage.pdf},
     hal_id = {tel-03485159},
     hal_version = {v1}
   }
   

3. Expected smoothness for stochastic variance-reduced methods and sketch-and-project methods for structured linear systems
   Nidham Gazagnadou
   December 2021.
   

   @phdthesis{gazagnadou:tel-03590678,
     title = {{Expected smoothness for stochastic variance-reduced methods and sketch-and-project methods for structured linear systems}},
     author = {Gazagnadou, Nidham},
     url = {https://theses.hal.science/tel-03590678},
     number = {2021IPPAT035},
     school = {{Institut Polytechnique de Paris}},
     year = {2021},
     month = dec,
     keywords = {Empirical risk minimization ; Convex optimization ; Randomized iterative methods ; Sketch-and-project ; Sketching ; Minimisation du risque empirique ; Optimisation convexe ; M{\'e}thode stochastique it{\'e}rative ; Sketch-and-project ; Sketching},
     type = {Theses},
     pdf = {https://theses.hal.science/tel-03590678v1/file/100930_GAZAGNADOU_2021_archivage.pdf},
     hal_id = {tel-03590678},
     hal_version = {v1}
   }
   

4. Machine learning approaches for the prediction of credit risk
   Guillaume Ausset
   December 2021.
   

   @phdthesis{ausset:tel-03582658,
     title = {{Machine learning approaches for the prediction of credit risk}},
     author = {Ausset, Guillaume},
     url = {https://theses.hal.science/tel-03582658},
     number = {2021IPPAT034},
     school = {{Institut Polytechnique de Paris}},
     year = {2021},
     month = dec,
     keywords = {Machine learning ; Survival analysis ; Finance ; Credit ; Statistical learning ; Apprentissage automatique ; Analyse de survie ; Finance ; Cr{\'e}dit ; Apprentissage statistique},
     type = {Theses},
     pdf = {https://theses.hal.science/tel-03582658v1/file/98243_AUSSET_2021_archivage.pdf},
     hal_id = {tel-03582658},
     hal_version = {v1}
   }
   

5. Neural methods for spoken dialogue understanding
   Emile Chapuis
   December 2021.
   

   @phdthesis{chapuis:tel-03677637,
     title = {{Neural methods for spoken dialogue understanding}},
     author = {Chapuis, Emile},
     url = {https://theses.hal.science/tel-03677637},
     number = {2021IPPAT045},
     school = {{Institut Polytechnique de Paris}},
     year = {2021},
     month = dec,
     keywords = {Natural language processing ; Deep learning ; Spoken dialogue ; Affective Computing ; Traitement du langage naturel ; Apprentissage profond ; Dialogues parl{\'e}s ; Informatique affective},
     type = {Theses},
     pdf = {https://theses.hal.science/tel-03677637v1/file/106862_CHAPUIS_2021_archivage.pdf},
     hal_id = {tel-03677637},
     hal_version = {v1}
   }
   

6. Neuro-steered music source separation
   Giorgia Cantisani
   December 2021.
   

   @phdthesis{cantisani:tel-03511225,
     title = {{Neuro-steered music source separation}},
     author = {Cantisani, Giorgia},
     url = {https://theses.hal.science/tel-03511225},
     number = {2021IPPAT038},
     school = {{Institut Polytechnique de Paris}},
     year = {2021},
     month = dec,
     keywords = {Audio source separation ; Music signal processing ; Auditory attention decoding ; EEG, electroencephalogram ; Multimodal processing ; S{\'e}paration de sources audio ; Traitement du signal musical ; D{\'e}codage de l'attention auditive ; EEG, {\'e}lectroenc{\'e}phalogramme ; Traitement multimodal},
     type = {Theses},
     pdf = {https://theses.hal.science/tel-03511225v1/file/104623_CANTISANI_2021_archivage.pdf},
     hal_id = {tel-03511225},
     hal_version = {v1}
   }
   

7. Informed audio source separation with deep learning in limited data settings
   Kilian Schulze-Forster
   December 2021.
   

   @phdthesis{schulzeforster:tel-03511031,
     title = {{Informed audio source separation with deep learning in limited data settings}},
     author = {Schulze-Forster, Kilian},
     url = {https://theses.hal.science/tel-03511031},
     number = {2021IPPAT032},
     school = {{Institut Polytechnique de Paris}},
     year = {2021},
     month = dec,
     keywords = {Deep learning ; Signal processing ; Audio source separation ; Apprentissage profond ; Traitement du signal ; S{\'e}paration de sources audio},
     type = {Theses},
     pdf = {https://theses.hal.science/tel-03511031v2/file/103252_SCHULZE-FORSTER_2021_archivage.pdf},
     hal_id = {tel-03511031},
     hal_version = {v2}
   }
   

8. Sliced-Wasserstein distance for large-scale machine learning : theory, methodology and extensions
   Kimia Nadjahi
   November 2021.
   

   @phdthesis{nadjahi:tel-03533097,
     title = {{Sliced-Wasserstein distance for large-scale machine learning : theory, methodology and extensions}},
     author = {Nadjahi, Kimia},
     url = {https://theses.hal.science/tel-03533097},
     number = {2021IPPAT050},
     school = {{Institut Polytechnique de Paris}},
     year = {2021},
     month = nov,
     keywords = {Machine learning ; Optimal transport ; Generative modeling ; Apprentissage automatique ; Transport optimal ; Mod{\'e}lisation g{\'e}n{\'e}rative},
     type = {Theses},
     pdf = {https://theses.hal.science/tel-03533097v1/file/106842_NADJAHI_2021_archivage.pdf},
     hal_id = {tel-03533097},
     hal_version = {v1}
   }
   

9. Leveraging lyrics from audio for MIR
   Andrea Vaglio
   November 2021.
   

   @phdthesis{vaglio:tel-03558515,
     title = {{Leveraging lyrics from audio for MIR}},
     author = {Vaglio, Andrea},
     url = {https://theses.hal.science/tel-03558515},
     number = {2021IPPAT027},
     school = {{Institut Polytechnique de Paris}},
     year = {2021},
     month = nov,
     keywords = {Singing voice recognition ; Explicit content detection ; Lyrics-To-Audio alignment ; Language identification ; Cover song detection ; Reconnaissance de la voix chant{\'e}e ; D{\'e}tection de contenu explicite ; Alignement des paroles et de l'audio ; Identification du langage ; D{\'e}tection de reprise},
     type = {Theses},
     pdf = {https://theses.hal.science/tel-03558515v1/file/99637_VAGLIO_2021_archivage.pdf},
     hal_id = {tel-03558515},
     hal_version = {v1}
   }
   

10. Deep learning methods for music style transfer
    Ondřej Cífka
    November 2021.
    

    @phdthesis{cifka:tel-03499991,
      title = {{Deep learning methods for music style transfer}},
      author = {C{\'i}fka, Ond{\v r}ej},
      url = {https://theses.hal.science/tel-03499991},
      number = {2021IPPAT029},
      school = {{Institut Polytechnique de Paris}},
      year = {2021},
      month = nov,
      keywords = {Machine learning ; Sound synthesis ; Style transfer ; Musical transformation ; Music generation ; Neural networks ; Apprentissage machine ; Synth{\`e}se sonore ; Transfert de style ; Transformations musicales ; G{\'e}n{\'e}ration de musique ; R{\'e}seaux de neurones},
      type = {Theses},
      pdf = {https://theses.hal.science/tel-03499991v1/file/104613_CIFKA_2021_archivage.pdf},
      hal_id = {tel-03499991},
      hal_version = {v1}
    }
    

11. Apprendre à représenter et à générer du texte en utilisant des mesures d’information
    Pierre Colombo
    November 2021.
    

    @phdthesis{colombo:tel-03471220,
      title = {{Apprendre {\`a} repr{\'e}senter et {\`a} g{\'e}n{\'e}rer du texte en utilisant des mesures d'information}},
      author = {Colombo, Pierre},
      url = {https://theses.hal.science/tel-03471220},
      number = {2021IPPAT033},
      school = {{Institut Polytechnique de Paris}},
      year = {2021},
      month = nov,
      keywords = {Deep learning ; Natural language processing ; Information theory ; Apprentissage profond ; Traitement du langage naturel ; Th{\'e}orie de l'information},
      type = {Theses},
      pdf = {https://theses.hal.science/tel-03471220v1/file/105473_COLOMBO_2021_archivage.pdf},
      hal_id = {tel-03471220},
      hal_version = {v1}
    }
    

12. Extreme Value Theory and Machine Learning
    Anne Sabourin
    October 2021.
    

    @phdthesis{sabourin:tel-03408958,
      title = {{Extreme Value Theory and Machine Learning}},
      author = {Sabourin, Anne},
      url = {https://hal.science/tel-03408958},
      school = {{Institut polytechnique de Paris}},
      year = {2021},
      month = oct,
      keywords = {Extreme Value Theory ; Statistical Learning ; dimension reduction ; anomaly detection ; th{\'e}orie des valeurs extr{\^e}me ; apprentissage statistique ; r{\'e}duction de la dimension ; d{\'e}tection d'anomalies},
      type = {Habilitation {\`a} diriger des recherches},
      pdf = {https://hal.science/tel-03408958v1/file/HDR_sabourin.pdf},
      hal_id = {tel-03408958},
      hal_version = {v1}
    }
    

13. Network-wide intrusion detection through statistical analysis of event logs : an interaction-centric approach
    Corentin Larroche
    October 2021.
    

    @phdthesis{larroche:tel-03455127,
      title = {{Network-wide intrusion detection through statistical analysis of event logs : an interaction-centric approach}},
      author = {Larroche, Corentin},
      url = {https://theses.hal.science/tel-03455127},
      number = {2021IPPAT041},
      school = {{Institut Polytechnique de Paris}},
      year = {2021},
      month = oct,
      keywords = {Intrusion detection ; Anomaly detection ; Big data ; Network analysis ; D{\'e}tection d'intrusion ; D{\'e}tection d'anomalies ; Donn{\'e}es massives ; Analyse de r{\'e}seaux},
      type = {Theses},
      pdf = {https://theses.hal.science/tel-03455127v1/file/99683_LARROCHE_2021_archivage.pdf},
      hal_id = {tel-03455127},
      hal_version = {v1}
    }
    

14. Adaptative Monte-Carlo methods for complex models
    Kamélia Daudel
    October 2021.
    

    @phdthesis{daudel:tel-03500921,
      title = {{Adaptative Monte-Carlo methods for complex models}},
      author = {Daudel, Kam{\'e}lia},
      url = {https://theses.hal.science/tel-03500921},
      number = {2021IPPAT024},
      school = {{Institut Polytechnique de Paris}},
      year = {2021},
      month = oct,
      keywords = {Monte Carlo methods ; Variational inference ; Alpha-divergence ; M{\'e}thodes de Monte Carlo ; Inf{\'e}rence variationnelle ; Alpha-divergence},
      type = {Theses},
      pdf = {https://theses.hal.science/tel-03500921v1/file/103956_DAUDEL_2021_archivage.pdf},
      hal_id = {tel-03500921},
      hal_version = {v1}
    }
    

15. Variance-sensitive confidence intervals for parametric and offline bandits
    Louis Faury
    October 2021.
    

    @phdthesis{faury:tel-03485328,
      title = {{Variance-sensitive confidence intervals for parametric and offline bandits}},
      author = {Faury, Louis},
      url = {https://theses.hal.science/tel-03485328},
      number = {2021IPPAT046},
      school = {{Institut Polytechnique de Paris}},
      year = {2021},
      month = oct,
      keywords = {Bandit algorithm ; Decision making ; Confidence intervals ; Machine learning ; Nonlinearity ; Counterfactual evaluation ; Algorithme de bandit ; Processus d{\'e}cisionnel ; Intervalles de confiance ; Apprentissage automatique ; Non-lin{\'e}arit{\'e} ; Evaluation contrefactuelle},
      type = {Theses},
      pdf = {https://theses.hal.science/tel-03485328v1/file/100585_FAURY_2021_archivage.pdf},
      hal_id = {tel-03485328},
      hal_version = {v1}
    }
    

16. Vehicular traffic analysis based on Bluetooth sensors traces
    Safa Boudabous
    September 2021.
    

    @phdthesis{boudabous:tel-03489663,
      title = {{Vehicular traffic analysis based on Bluetooth sensors traces}},
      author = {Boudabous, Safa},
      url = {https://theses.hal.science/tel-03489663},
      number = {2021IPPAT036},
      school = {{Institut Polytechnique de Paris}},
      year = {2021},
      month = sep,
      keywords = {Intelligent transportation ; Wireless communication ; Machine learning ; Mobilty ; Transport intelligent ; Communications sans fil ; Apprentissage statistique ; Mobilit{\'e}},
      type = {Theses},
      pdf = {https://theses.hal.science/tel-03489663v1/file/98741_BOUDABOUS_2021_archivage.pdf},
      hal_id = {tel-03489663},
      hal_version = {v1}
    }
    

17. Learning function-valued functions in reproducible kernel Hilbert spaces with integral losses : Application to infinite task learning
    Alex Lambert
    July 2021.
    

    @phdthesis{lambert:tel-03498022,
      title = {{Learning function-valued functions in reproducible kernel Hilbert spaces with integral losses : Application to infinite task learning}},
      author = {Lambert, Alex},
      url = {https://theses.hal.science/tel-03498022},
      number = {2021IPPAT016},
      school = {{Institut Polytechnique de Paris}},
      year = {2021},
      month = jul,
      keywords = {Operator-valued kernels ; Integral losses ; Lagrangian duality ; Functional regression ; Quantile regression ; Emotion transfer ; Noyaux {\`a} valeurs op{\'e}rateurs ; Pertes int{\'e}grales ; Dualit{\'e} lagrangienne ; R{\'e}gression fonctionnelle ; R{\'e}gression quantile ; Transfert d'{\'e}motion},
      type = {Theses},
      pdf = {https://theses.hal.science/tel-03498022v1/file/97406_LAMBERT_2021_archivage.pdf},
      hal_id = {tel-03498022},
      hal_version = {v1}
    }
    

18. Amélioration de l’intelligibilité de signaux audio de parole en contexte bruité automobile
    Enguerrand Gentet
    March 2021.
    

    @phdthesis{gentet:tel-03675219,
      title = {{Am{\'e}lioration de l'intelligibilit{\'e} de signaux audio de parole en contexte bruit{\'e} automobile}},
      author = {Gentet, Enguerrand},
      url = {https://theses.hal.science/tel-03675219},
      number = {2021IPPAT008},
      school = {{Institut Polytechnique de Paris}},
      year = {2021},
      month = mar,
      keywords = {Speech intelligibility ; Lombard speech ; Clear speech ; Speech reinforcement ; Voice conversion ; Near-End listening enhancement ; Machine learning ; Intelligibilit{\'e} de la parole ; Parole Lombard ; Parole claire ; Renforcement de la parole ; Conversion de voix ; Am{\'e}lioration de l'{\'e}coute de proximit{\'e} ; Apprentissage machine},
      type = {Theses},
      pdf = {https://theses.hal.science/tel-03675219v1/file/92534_GENTET_2021_archivage.pdf},
      hal_id = {tel-03675219},
      hal_version = {v1}
    }
    

2020

Conference Articles

1. Dynamically Modelling Heterogeneous Higher-Order Interactions for Malicious Behavior Detection in Event Logs
   Corentin Larroche, Johan Mazel, Stéphan Clémençon
   CAID 2020 : Conference on Artificial Intelligence for Defense, Rennes, France, November 2020.
   

   @inproceedings{larroche:hal-04590157,
     title = {{Dynamically Modelling Heterogeneous Higher-Order Interactions for Malicious Behavior Detection in Event Logs}},
     author = {Larroche, Corentin and Mazel, Johan and Cl{\'e}men{\c c}on, St{\'e}phan},
     url = {https://telecom-paris.hal.science/hal-04590157},
     booktitle = {{CAID 2020 : Conference on Artificial Intelligence for Defense}},
     address = {Rennes, France},
     pages = {1-11},
     year = {2020},
     month = nov,
     keywords = {Event logs ; Intrusion detection ; Anomaly detection ; Multi-task learning ; $\bullet$ Security and privacy $\rightarrow$ Intrusion detection systems ; $\bullet$ Computing methodologies $\rightarrow$ Anomaly detection ; Learning latent representations},
     hal_id = {hal-04590157},
     hal_version = {v1}
   }
   

2015 - 2020 [577 publications]

2020

Conference Articles

1. Recent Trends in Statistical Analysis of Event Logs for Network-Wide Intrusion Detection
   Corentin Larroche, Johan Mazel, Stéphan Clémençon
   Conference on Artificial Intelligence for Defense (CAID), Rennes, France, December 2020.
   

   @inproceedings{larroche:hal-03123038,
     title = {{Recent Trends in Statistical Analysis of Event Logs for Network-Wide Intrusion Detection}},
     author = {Larroche, Corentin and Mazel, Johan and Cl{\'e}men{\c c}on, St{\'e}phan},
     url = {https://telecom-paris.hal.science/hal-03123038},
     booktitle = {{Conference on Artificial Intelligence for Defense (CAID)}},
     address = {Rennes, France},
     year = {2020},
     month = dec,
     keywords = {Event logs ; Intrusion detection ; Anomaly detection},
     pdf = {https://telecom-paris.hal.science/hal-03123038v1/file/paper.pdf},
     hal_id = {hal-03123038},
     hal_version = {v1}
   }
   

2. Auralization of a Hybrid Sound Field using a Wave-Stress Tensor Based Model
   Aidan Meacham, Roland Badeau, Jean-Dominique Polack
   Forum Acusticum, Lyon, France, December 2020.
   

   @inproceedings{meacham:hal-03235295,
     title = {{Auralization of a Hybrid Sound Field using a Wave-Stress Tensor Based Model}},
     author = {Meacham, Aidan and Badeau, Roland and Polack, Jean-Dominique},
     url = {https://hal.science/hal-03235295},
     booktitle = {{Forum Acusticum}},
     address = {Lyon, France},
     hal_local_reference = {Wave-based room simulations},
     pages = {523-529},
     year = {2020},
     month = dec,
     doi = {10.48465/fa.2020.0833},
     keywords = {hybrid ; wave-stress tensor ; wave-based methods ; auralization},
     pdf = {https://hal.science/hal-03235295v1/file/000833.pdf},
     hal_id = {hal-03235295},
     hal_version = {v1}
   }
   

3. The importance of fillers for text representations of speech transcripts
   Tanvi Dinkar, Pierre Colombo, Matthieu Labeau, Chloé Clavel
   Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP), Online, Dominican Republic, November 2020.
   

   @inproceedings{dinkar:hal-03134854,
     title = {{The importance of fillers for text representations of speech transcripts}},
     author = {Dinkar, Tanvi and Colombo, Pierre and Labeau, Matthieu and Clavel, Chlo{\'e}},
     url = {https://hal.science/hal-03134854},
     booktitle = {{Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)}},
     address = {Online, Dominican Republic},
     organization = {{Association for Computational Linguistics}},
     publisher = {{Association for Computational Linguistics}},
     pages = {7985-7993},
     year = {2020},
     month = nov,
     doi = {10.18653/v1/2020.emnlp-main.641},
     keywords = {Fillers ; Text representations ; Spoken Language Understanding},
     pdf = {https://hal.science/hal-03134854v1/file/Final_EMNLP_2020.pdf},
     hal_id = {hal-03134854},
     hal_version = {v1}
   }
   

4. Hierarchical Pre-training for Sequence Labelling in Spoken Dialog
   Emile Chapuis, Pierre Colombo, Matteo Manica, Matthieu Labeau, Chloé Clavel
   Findings of the Association for Computational Linguistics: EMNLP 2020, Online, France, November 2020.
   

   @inproceedings{chapuis:hal-03134851,
     title = {{Hierarchical Pre-training for Sequence Labelling in Spoken Dialog}},
     author = {Chapuis, Emile and Colombo, Pierre and Manica, Matteo and Labeau, Matthieu and Clavel, Chlo{\'e}},
     url = {https://hal.science/hal-03134851},
     booktitle = {{Findings of the Association for Computational Linguistics: EMNLP 2020}},
     address = {Online, France},
     publisher = {{Association for Computational Linguistics}},
     pages = {2636-2648},
     year = {2020},
     month = nov,
     doi = {10.18653/v1/2020.findings-emnlp.239},
     pdf = {https://hal.science/hal-03134851v1/file/2009.11152},
     hal_id = {hal-03134851},
     hal_version = {v1}
   }
   

5. Quad-Approx CNNs for Embedded Object Detection Systems
   Xuecan Yang, Sumanta Chaudhuri, Lirida Naviner, Laurence Likforman-Sulem
   2020 27th IEEE International Conference on Electronics, Circuits and Systems (ICECS), Glasgow, United Kingdom, November 2020.
   

   @inproceedings{yang:hal-04297374,
     title = {{Quad-Approx CNNs for Embedded Object Detection Systems}},
     author = {Yang, Xuecan and Chaudhuri, Sumanta and Naviner, Lirida and Likforman-Sulem, Laurence},
     url = {https://hal.science/hal-04297374},
     booktitle = {{2020 27th IEEE International Conference on Electronics, Circuits and Systems (ICECS)}},
     address = {Glasgow, United Kingdom},
     publisher = {{IEEE}},
     pages = {1-4},
     year = {2020},
     month = nov,
     doi = {10.1109/ICECS49266.2020.9294829},
     keywords = {Quantization (signal) ; Training ; Object detection ; Task analysis ; Convolution ; Buildings ; Recurrent neural networks},
     hal_id = {hal-04297374},
     hal_version = {v1}
   }
   

6. Convergence Analysis of a Momentum Algorithm with Adaptive Step Size for Non Convex Optimization
   Anas Barakat, Pascal Bianchi
   Asian Conference on Machine Learning, Bangkok, Thailand, November 2020.
   

   @inproceedings{barakat:hal-02366337,
     title = {{Convergence Analysis of a Momentum Algorithm with Adaptive Step Size for Non Convex Optimization}},
     author = {Barakat, Anas and Bianchi, Pascal},
     url = {https://telecom-paris.hal.science/hal-02366337},
     booktitle = {{Asian Conference on Machine Learning}},
     address = {Bangkok, Thailand},
     series = {Proceedings of Machine Learning Research, Asian Conference on Machine Learning},
     volume = {129},
     number = {225--240},
     year = {2020},
     month = nov,
     pdf = {https://telecom-paris.hal.science/hal-02366337v2/file/barakat20a.pdf},
     hal_id = {hal-02366337},
     hal_version = {v2}
   }
   

7. MULTILINGUAL LYRICS-TO-AUDIO ALIGNMENT
   Andrea Vaglio, Romain Hennequin, Manuel Moussallam, Gael Richard, Florence d’Alché-Buc
   International Society for Music Information Retrieval Conference (ISMIR), Montreal, Canada, October 2020.
   

   @inproceedings{vaglio:hal-02996940,
     title = {{MULTILINGUAL LYRICS-TO-AUDIO ALIGNMENT}},
     author = {Vaglio, Andrea and Hennequin, Romain and Moussallam, Manuel and Richard, Gael and d'Alch{\'e}-Buc, Florence},
     url = {https://hal.science/hal-02996940},
     booktitle = {{International Society for Music Information Retrieval Conference (ISMIR)}},
     address = {Montreal, Canada},
     year = {2020},
     month = oct,
     pdf = {https://hal.science/hal-02996940v1/file/101.pdf},
     hal_id = {hal-02996940},
     hal_version = {v1}
   }
   

8. CONTENT BASED SINGING VOICE SOURCE SEPARATION VIA STRONG CONDITIONING USING ALIGNED PHONEMES
   Gabriel Meseguer-Brocal, Geoffroy Peeters
   21st International Society for Music Information Retrieval Conference, Montréal (virtual), Canada, October 2020.
   

   @inproceedings{meseguerbrocal:hal-03200161,
     title = {{CONTENT BASED SINGING VOICE SOURCE SEPARATION VIA STRONG CONDITIONING USING ALIGNED PHONEMES}},
     author = {Meseguer-Brocal, Gabriel and Peeters, Geoffroy},
     url = {https://hal.science/hal-03200161},
     booktitle = {{21st International Society for Music Information Retrieval Conference}},
     address = {Montr{\'e}al (virtual), Canada},
     year = {2020},
     month = oct,
     pdf = {https://hal.science/hal-03200161v1/file/2008.02070.pdf},
     hal_id = {hal-03200161},
     hal_version = {v1}
   }
   

9. Multimodal Groups’ Analysis for Automated Cohesion Estimation
   Lucien Maman
   ICMI ’20: INTERNATIONAL CONFERENCE ON MULTIMODAL INTERACTION, Virtual Event, Netherlands, October 2020.
   

   @inproceedings{maman:hal-03187452,
     title = {{Multimodal Groups' Analysis for Automated Cohesion Estimation}},
     author = {Maman, Lucien},
     url = {https://hal.science/hal-03187452},
     booktitle = {{ICMI '20: INTERNATIONAL CONFERENCE ON MULTIMODAL INTERACTION}},
     address = {Virtual Event, Netherlands},
     publisher = {{ACM}},
     pages = {713-717},
     year = {2020},
     month = oct,
     doi = {10.1145/3382507.3421153},
     pdf = {https://hal.science/hal-03187452v1/file/ICMI2020_dc_author_version.pdf},
     hal_id = {hal-03187452},
     hal_version = {v1}
   }
   

10. Modeling Dynamics of Task and Social Cohesion from the Group Perspective Using Nonverbal Motion Capture-based Features
    Fabian Walocha, Lucien Maman, Mohamed Chetouani, Giovanna Varni
    Insights on Group & Team Dynamics, Virtual Event, Netherlands, October 2020.
    

    @inproceedings{walocha:hal-03152058,
      title = {{Modeling Dynamics of Task and Social Cohesion from the Group Perspective Using Nonverbal Motion Capture-based Features}},
      author = {Walocha, Fabian and Maman, Lucien and Chetouani, Mohamed and Varni, Giovanna},
      url = {https://hal.sorbonne-universite.fr/hal-03152058},
      booktitle = {{Insights on Group \& Team Dynamics}},
      address = {Virtual Event, Netherlands},
      publisher = {{ACM}},
      volume = {Companion Publication of the 2020 22th ACM International Conference on Multimodal Interaction (ICMI)},
      pages = {182-190},
      year = {2020},
      month = oct,
      doi = {10.1145/3395035.3425963},
      pdf = {https://hal.sorbonne-universite.fr/hal-03152058v1/file/IGTD2020_author_version.pdf},
      hal_id = {hal-03152058},
      hal_version = {v1}
    }
    

11. The WoNoWa Dataset: Investigating the Transactive Memory System in Small Group Interactions
    Beatrice Biancardi, Lou Maisonnave-Couterou, Pierrick Renault, Brian Ravenet, Maurizio Mancini, Giovanna Varni
    ACM International Conference on Multimodal Interaction, Virtual conference, Netherlands, October 2020.
    

    @inproceedings{biancardi:hal-04087260,
      title = {{The WoNoWa Dataset: Investigating the Transactive Memory System in Small Group Interactions}},
      author = {Biancardi, Beatrice and Maisonnave-Couterou, Lou and Renault, Pierrick and Ravenet, Brian and Mancini, Maurizio and Varni, Giovanna},
      url = {https://hal.science/hal-04087260},
      booktitle = {{ACM International Conference on Multimodal Interaction}},
      address = {Virtual  conference, Netherlands},
      publisher = {{ACM}},
      pages = {528-537},
      year = {2020},
      month = oct,
      doi = {10.1145/3382507.3418843},
      hal_id = {hal-04087260},
      hal_version = {v1}
    }
    

12. HRI-RNN: A User-Robot Dynamics-Oriented RNN for Engagement Decrease Detection
    Asma Atamna, Chloé Clavel
    INTERSPEECH 2020, Shanghai, China, October 2020.
    

    @inproceedings{atamna:hal-02910344,
      title = {{HRI-RNN: A User-Robot Dynamics-Oriented RNN for Engagement Decrease Detection}},
      author = {Atamna, Asma and Clavel, Chlo{\'e}},
      url = {https://hal.science/hal-02910344},
      booktitle = {{INTERSPEECH 2020}},
      address = {Shanghai, China},
      year = {2020},
      month = oct,
      pdf = {https://hal.science/hal-02910344v1/file/Interspeech2020-camera-ready.pdf},
      hal_id = {hal-02910344},
      hal_version = {v1}
    }
    

13. Extending Deep Rhythm for Tempo and Genre Estimation Using Complex Convolutions, Multitask Learning and Multi-input Network
    Hadrien Foroughmand, Geoffroy Peeters
    The 2020 Joint Conference on AI Music Creativity, Stockholm, Sweden, October 2020.
    

    @inproceedings{foroughmand:hal-03127155,
      title = {{Extending Deep Rhythm for Tempo and Genre Estimation Using Complex Convolutions, Multitask Learning and Multi-input Network}},
      author = {Foroughmand, Hadrien and Peeters, Geoffroy},
      url = {https://hal.science/hal-03127155},
      booktitle = {{The 2020 Joint Conference on AI Music Creativity}},
      address = {Stockholm, Sweden},
      organization = {{Bob Sturm}},
      year = {2020},
      month = oct,
      keywords = {Tempo estimation ; genre classification ; deep-learning ; complex network ; multitask ; multi-input},
      pdf = {https://hal.science/hal-03127155v1/file/2020_AIMUSIC.pdf},
      hal_id = {hal-03127155},
      hal_version = {v1}
    }
    

14. SHOULD WE CONSIDER THE USERS IN CONTEXTUAL MUSIC AUTO-TAGGING MODELS?
    Karim M Ibrahim, Elena V Epure, Geoffroy Peeters, Gael Richard
    21st International Society for Music Information Retrieval Conference, Montreal, Canada, October 2020.
    

    @inproceedings{ibrahim:hal-02934433,
      title = {{SHOULD WE CONSIDER THE USERS IN CONTEXTUAL MUSIC AUTO-TAGGING MODELS?}},
      author = {Ibrahim, Karim M and Epure, Elena V and Peeters, Geoffroy and Richard, Gael},
      url = {https://telecom-paris.hal.science/hal-02934433},
      booktitle = {{21st International Society for Music Information Retrieval Conference}},
      address = {Montreal, Canada},
      year = {2020},
      month = oct,
      doi = {10.5281/zenodo.3961560},
      pdf = {https://telecom-paris.hal.science/hal-02934433v1/file/ISMIR2020_V3.1.pdf},
      hal_id = {hal-02934433},
      hal_version = {v1}
    }
    

15. Weighted Emprirical Risk Minimization: Transfer Learning based on Importance Sampling
    Robin Vogel, Mastane Achab, Stéphan Clémençon
    ESANN 2020: European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Online, France, October 2020.
    

    @inproceedings{vogel:hal-04589946,
      title = {{Weighted Emprirical Risk Minimization: Transfer Learning based on Importance Sampling}},
      author = {Vogel, Robin and Achab, Mastane and Cl{\'e}men{\c c}on, St{\'e}phan},
      url = {https://telecom-paris.hal.science/hal-04589946},
      booktitle = {{ESANN 2020: European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning}},
      address = {Online, France},
      year = {2020},
      month = oct,
      keywords = {Statistical Learning Theory ; Importance Sampling ; Transfer Learning},
      hal_id = {hal-04589946},
      hal_version = {v1}
    }
    

16. Gender Identification through Handwriting: an Online Approach
    Gennaro Cordasco, Michele Buonanno, Marcos Faundez-Zanuy, Maria Teresa Riviello, Laurence Likforman-Sulem, Anna Esposito
    2020 11th IEEE International Conference on Cognitive Infocommunications (CogInfoCom), Mariehamn, Finland, September 2020.
    

    @inproceedings{cordasco:hal-04277560,
      title = {{Gender Identification through Handwriting: an Online Approach}},
      author = {Cordasco, Gennaro and Buonanno, Michele and Faundez-Zanuy, Marcos and Riviello, Maria Teresa and Likforman-Sulem, Laurence and Esposito, Anna},
      url = {https://telecom-paris.hal.science/hal-04277560},
      booktitle = {{2020 11th IEEE International Conference on Cognitive Infocommunications (CogInfoCom)}},
      address = {Mariehamn, Finland},
      publisher = {{IEEE}},
      pages = {000197-000202},
      year = {2020},
      month = sep,
      doi = {10.1109/CogInfoCom50765.2020.9237863},
      keywords = {Performance evaluation ; Handwriting recognition ; Conferences ; Focusing ; Writing ; Task analysis},
      hal_id = {hal-04277560},
      hal_version = {v1}
    }
    

17. EVALUATION OF A STOCHASTIC REVERBERATION MODEL BASED ON THE IMAGE SOURCE PRINCIPLE
    Achille Aknin, Théophile Dupré, Roland Badeau
    International Conference on Digital Audio Effects, Vienne, Austria, September 2020.
    

    @inproceedings{aknin:hal-02932485,
      title = {{EVALUATION OF A STOCHASTIC REVERBERATION MODEL BASED ON THE IMAGE SOURCE PRINCIPLE}},
      author = {Aknin, Achille and Dupr{\'e}, Th{\'e}ophile and Badeau, Roland},
      url = {https://telecom-paris.hal.science/hal-02932485},
      booktitle = {{International Conference on Digital Audio Effects}},
      address = {Vienne, Austria},
      year = {2020},
      month = sep,
      pdf = {https://telecom-paris.hal.science/hal-02932485v1/file/Dafx_2020.pdf},
      hal_id = {hal-02932485},
      hal_version = {v1}
    }
    

18. Identifying the ”Right” Level of Explanation in a Given Situation
    Valérie Beaudouin, Isabelle Bloch, David Bounie, Stéphan Clémençon, Florence d’Alché-Buc, James R Eagan, Winston Maxwell, Pavlo Mozharovskyi, Jayneel Parekh
    1st International Workshop on New Foundations for Human-Centered AI (NeHuAI) ECAI 2020, Santiago de Compostella, Spain, September 2020.
    

    @inproceedings{beaudouin:hal-02507316,
      title = {{Identifying the ''Right'' Level of Explanation in a Given Situation}},
      author = {Beaudouin, Val{\'e}rie and Bloch, Isabelle and Bounie, David and Cl{\'e}men{\c c}on, St{\'e}phan and d'Alch{\'e}-Buc, Florence and Eagan, James R and Maxwell, Winston and Mozharovskyi, Pavlo and Parekh, Jayneel},
      url = {https://telecom-paris.hal.science/hal-02507316},
      booktitle = {{1st International Workshop on New Foundations for Human-Centered AI (NeHuAI) ECAI 2020}},
      address = {Santiago de Compostella, Spain},
      publisher = {{SSRN}},
      volume = {2659},
      pages = {63-66},
      year = {2020},
      month = sep,
      doi = {10.2139/ssrn.3604924},
      keywords = {Explainability ; Artificial Intelligence ; Interpretability ; Context ; Hybrid AI ; Cost-benefit},
      pdf = {https://telecom-paris.hal.science/hal-02507316v1/file/main.pdf},
      hal_id = {hal-02507316},
      hal_version = {v1}
    }
    

19. DrumGAN: Synthesis of drum sounds with timbral feature conditioning using Generative Adversarial Networks
    Javier Nistal Hurlé, Stefan Lattner, Gael Richard
    21 st International Society for Music Information Retrieval Conference (ISMIR), Toronto, Canada, August 2020.
    

    @inproceedings{nistalhurle:hal-03233337,
      title = {{DrumGAN: Synthesis of drum sounds with timbral feature conditioning using Generative Adversarial Networks}},
      author = {Nistal Hurl{\'e}, Javier and Lattner, Stefan and Richard, Gael},
      url = {https://telecom-paris.hal.science/hal-03233337},
      booktitle = {{21 st International Society for Music Information Retrieval Conference (ISMIR)}},
      address = {Toronto, Canada},
      year = {2020},
      month = aug,
      keywords = {[z ; c] $\rightarrow$ [batch ; ch ; fs0 ; ts0] ❖ 1.1M iterations (~200k i/scale) ❖ batch-size: [30 ; 30 ; 20 ; 12 ; 12] ❖ Adam optimizer ❖ learning rate: 1e-3},
      pdf = {https://telecom-paris.hal.science/hal-03233337v1/file/2020-ISMIR_DrumGAN.pdf},
      hal_id = {hal-03233337},
      hal_version = {v1}
    }
    

20. The Area of the Convex Hull of Sampled Curves: a Robust Functional Statistical Depth Measure
    Guillaume Staerman, Pavlo Mozharovskyi, Stéphan Clémençon
    The Twenty Third International Conference on Artificial Intelligence and Statistics 2020, Online, Italy, August 2020.
    

    @inproceedings{staerman:hal-03132996,
      title = {{The Area of the Convex Hull of Sampled Curves: a Robust Functional Statistical Depth Measure}},
      author = {Staerman, Guillaume and Mozharovskyi, Pavlo and Cl{\'e}men{\c c}on, St{\'e}phan},
      url = {https://telecom-paris.hal.science/hal-03132996},
      booktitle = {{The Twenty Third International Conference on Artificial Intelligence and Statistics 2020}},
      address = {Online, Italy},
      volume = {PMLR 108:570-579},
      year = {2020},
      month = aug,
      pdf = {https://telecom-paris.hal.science/hal-03132996v1/file/staerman20a.pdf},
      hal_id = {hal-03132996},
      hal_version = {v1}
    }
    

21. A Multiclass Classification Approach to Label Ranking
    Stéphan Clémençon, Robin Vogel
    (AISTATS) 2020 : Twenty Third International Conference on Artificial Intelligence and Statistics, Palerme, Italy, August 2020.
    

    @inproceedings{clemencon:hal-03126870,
      title = {{A Multiclass Classification Approach to Label Ranking}},
      author = {Cl{\'e}men{\c c}on, St{\'e}phan and Vogel, Robin},
      url = {https://telecom-paris.hal.science/hal-03126870},
      booktitle = {{(AISTATS) 2020 : Twenty Third International Conference on Artificial Intelligence and Statistics}},
      address = {Palerme, Italy},
      series = {Proceedings of Machine Learning Research},
      volume = {108},
      pages = {1421-1430},
      year = {2020},
      month = aug,
      pdf = {https://telecom-paris.hal.science/hal-03126870v1/file/vogel20a-supp.pdf},
      hal_id = {hal-03126870},
      hal_version = {v1}
    }
    

22. Duality in RKHSs with Infinite Dimensional Outputs: Application to Robust Losses
    Pierre Laforgue, Alex Lambert, Luc Brogat-Motte, Florence d’Alché-Buc
    International Conference on Machine Learning, Vienna (virtual), Austria, July 2020.
    

    @inproceedings{laforgue:hal-03126861,
      title = {{Duality in RKHSs with Infinite Dimensional Outputs: Application to Robust Losses}},
      author = {Laforgue, Pierre and Lambert, Alex and Brogat-Motte, Luc and d'Alch{\'e}-Buc, Florence},
      url = {https://telecom-paris.hal.science/hal-03126861},
      booktitle = {{International Conference on Machine Learning}},
      address = {Vienna (virtual), Austria},
      year = {2020},
      month = jul,
      keywords = {operator-valued kernels ; duality},
      pdf = {https://telecom-paris.hal.science/hal-03126861v1/file/example_paper.pdf},
      hal_id = {hal-03126861},
      hal_version = {v1}
    }
    

23. Improved Optimistic Algorithms for Logistic Bandits
    Louis Faury, Marc Abeille, Clément Calauzènes, Olivier Fercoq
    International Conference of Machine Learning, Vienne, Austria, July 2020.
    

    @inproceedings{faury:hal-02932836,
      title = {{Improved Optimistic Algorithms for Logistic Bandits}},
      author = {Faury, Louis and Abeille, Marc and Calauz{\`e}nes, Cl{\'e}ment and Fercoq, Olivier},
      url = {https://hal.science/hal-02932836},
      booktitle = {{International Conference of Machine Learning}},
      address = {Vienne, Austria},
      year = {2020},
      month = jul,
      pdf = {https://hal.science/hal-02932836v1/file/supp.pdf},
      hal_id = {hal-02932836},
      hal_version = {v1}
    }
    

24. Random extrapolation for primal-dual coordinate descent
    Ahmet Alacaoglu, Olivier Fercoq, Volkan Cevher
    International conference on machine learning, online, France, July 2020.
    

    @inproceedings{alacaoglu:hal-02899036,
      title = {{Random extrapolation for primal-dual coordinate descent}},
      author = {Alacaoglu, Ahmet and Fercoq, Olivier and Cevher, Volkan},
      url = {https://hal.science/hal-02899036},
      booktitle = {{International conference on machine learning}},
      address = {online, France},
      year = {2020},
      month = jul,
      hal_id = {hal-02899036},
      hal_version = {v1}
    }
    

25. Tu sais qui sait quoi ? Suggestions pour l’étude du système de mémoire transactive dans un groupe à partir des patterns comportementaux et conversationnels.
    Beatrice Biancardi, Lou Maisonnave-Couterou, Maurizio Mancini, Giovanna Varni
    Workshop sur les Affects, Compagnons artificiels et Interactions, Saint Pierre d’Oléron, France, June 2020.
    

    @inproceedings{biancardi:hal-02934517,
      title = {{Tu sais qui sait quoi ? Suggestions pour l'{\'e}tude du syst{\`e}me de m{\'e}moire transactive dans un groupe {\`a} partir des patterns comportementaux et conversationnels.}},
      author = {Biancardi, Beatrice and Maisonnave-Couterou, Lou and Mancini, Maurizio and Varni, Giovanna},
      url = {https://inria.hal.science/hal-02934517},
      booktitle = {{Workshop sur les Affects, Compagnons artificiels et Interactions}},
      address = {Saint Pierre d'Ol{\'e}ron, France},
      organization = {{CNRS, Universit{\'e} Toulouse Jean Jaur{\`e}s, Universit{\'e} de Bordeaux}},
      year = {2020},
      month = jun,
      keywords = {Analyse des groupes ; syst{\`e}me de m{\'e}moire transactive ; analyse du comportement ; analyse du signal social},
      pdf = {https://inria.hal.science/hal-02934517v1/file/WACAI2020_2_.pdf},
      hal_id = {hal-02934517},
      hal_version = {v1}
    }
    

26. Guider l’attention dans les modèles de séquence à séquence pour la prédiction des actes de dialogue
    Emile Chapuis, Pierre Colombo, Matteo Manica, Giovanna Varni, Emmanuel Vignon, Chloé Clavel
    Workshop sur les Affects, Compagnons artificiels et Interactions, Saint Pierre d’Oléron, France, June 2020.
    

    @inproceedings{chapuis:hal-02933475,
      title = {{Guider l'attention dans les mod{\`e}les de s{\'e}quence {\`a} s{\'e}quence pour la pr{\'e}diction des actes de dialogue}},
      author = {Chapuis, Emile and Colombo, Pierre and Manica, Matteo and Varni, Giovanna and Vignon, Emmanuel and Clavel, Chlo{\'e}},
      url = {https://inria.hal.science/hal-02933475},
      booktitle = {{Workshop sur les Affects, Compagnons artificiels et Interactions}},
      address = {Saint Pierre d'Ol{\'e}ron, France},
      organization = {{CNRS, Universit{\'e} Toulouse Jean Jaur{\`e}s, Universit{\'e} de Bordeaux}},
      year = {2020},
      month = jun,
      keywords = {r{\'e}seaux de neurones ; actes de dialogue ; classification},
      pdf = {https://inria.hal.science/hal-02933475v1/file/WACAI_2020_SPDAA.pdf},
      hal_id = {hal-02933475},
      hal_version = {v1}
    }
    

27. Analyse multimodale de la cohésion de groupe
    Reshmashree B Kantharaju, Caroline Langlet, Mukesh Barange, Chloé Clavel, Catherine I Pelachaud
    Workshop sur les Affects, Compagnons artificiels et Interactions, Saint Pierre d’Oléron, France, June 2020.
    

    @inproceedings{bkantharaju:hal-02933466,
      title = {{Analyse multimodale de la coh{\'e}sion de groupe}},
      author = {B Kantharaju, Reshmashree and Langlet, Caroline and Barange, Mukesh and Clavel, Chlo{\'e} and Pelachaud, Catherine I},
      url = {https://inria.hal.science/hal-02933466},
      booktitle = {{Workshop sur les Affects, Compagnons artificiels et Interactions}},
      address = {Saint Pierre d'Ol{\'e}ron, France},
      organization = {{CNRS, Universit{\'e} Toulouse Jean Jaur{\`e}s, Universit{\'e} de Bordeaux}},
      year = {2020},
      month = jun,
      keywords = {Coh{\'e}sion ; Actes de Dialogue ; Comportement Non ; verbaux ; Interruptions},
      pdf = {https://inria.hal.science/hal-02933466v1/file/KantharajuWACAI2020.pdf},
      hal_id = {hal-02933466},
      hal_version = {v1}
    }
    

28. Sequence-to-Sequence Predictive models: from Prosody to Communicative Gestures
    Fajrian Yunus, Chloé Clavel, Catherine I Pelachaud
    Workshop sur les Affects, Compagnons artificiels et Interactions, Saint Pierre d’Oléron, France, June 2020.
    

    @inproceedings{yunus:hal-02933487,
      title = {{Sequence-to-Sequence Predictive models: from Prosody to Communicative Gestures}},
      author = {Yunus, Fajrian and Clavel, Chlo{\'e} and Pelachaud, Catherine I},
      url = {https://inria.hal.science/hal-02933487},
      booktitle = {{Workshop sur les Affects, Compagnons artificiels et Interactions}},
      address = {Saint Pierre d'Ol{\'e}ron, France},
      organization = {{CNRS, Universit{\'e} Toulouse Jean Jaur{\`e}s, Universit{\'e} de Bordeaux}},
      year = {2020},
      month = jun,
      keywords = {Machine Learning ; Neural Network ; Gesture},
      pdf = {https://inria.hal.science/hal-02933487v1/file/wacai_2020_7_.pdf},
      hal_id = {hal-02933487},
      hal_version = {v1}
    }
    

29. Attention Slices dans les Entretiens d’Embauche Vidéo Différés
    Léo Hemamou, Arthur Guillon, Jean-Claude Martin, Chloé Clavel
    Workshop sur les Affects, Compagnons artificiels et Interactions, Saint Pierre d’Oléron, France, June 2020.
    

    @inproceedings{hemamou:hal-02933469,
      title = {{Attention Slices dans les Entretiens d'Embauche Vid{\'e}o Diff{\'e}r{\'e}s}},
      author = {Hemamou, L{\'e}o and Guillon, Arthur and Martin, Jean-Claude and Clavel, Chlo{\'e}},
      url = {https://inria.hal.science/hal-02933469},
      booktitle = {{Workshop sur les Affects, Compagnons artificiels et Interactions}},
      address = {Saint Pierre d'Ol{\'e}ron, France},
      organization = {{CNRS, Universit{\'e} Toulouse Jean Jaur{\`e}s, Universit{\'e} de Bordeaux}},
      year = {2020},
      month = jun,
      keywords = {Entretien d'embauche ; r{\'e}seaux de neurones ; interpr{\'e}tabilit{\'e} ; attention},
      pdf = {https://inria.hal.science/hal-02933469v1/file/WACAI_2020_20_.pdf},
      hal_id = {hal-02933469},
      hal_version = {v1}
    }
    

30. How Confident are You? Exploring the Role of Fillers in the Automatic Prediction of a Speaker’s Confidence
    Tanvi Dinkar, Ioana Vasilescu, Catherine Pelachaud, Chloé Clavel
    Workshop sur les Affects, Compagnons artificiels et Interactions, Saint Pierre d’Oléron, France, June 2020.
    

    @inproceedings{dinkar:hal-02933476,
      title = {{How Confident are You? Exploring the Role of Fillers in the Automatic Prediction of a Speaker's Confidence}},
      author = {Dinkar, Tanvi and Vasilescu, Ioana and Pelachaud, Catherine and Clavel, Chlo{\'e}},
      url = {https://inria.hal.science/hal-02933476},
      booktitle = {{Workshop sur les Affects, Compagnons artificiels et Interactions}},
      address = {Saint Pierre d'Ol{\'e}ron, France},
      organization = {{CNRS, Universit{\'e} Toulouse Jean Jaur{\`e}s, Universit{\'e} de Bordeaux}},
      year = {2020},
      month = jun,
      keywords = {Spoken Language Processing ; Disfluency ; Fillers ; Confidence ; Educational Applications},
      pdf = {https://inria.hal.science/hal-02933476v1/file/WACAI_2020.pdf},
      hal_id = {hal-02933476},
      hal_version = {v1}
    }
    

31. Feature selection algorithms for flexible analog-to-feature converter
    Antoine Back, Paul Chollet, Olivier Fercoq, Patricia Desgreys
    2020 18th IEEE International New Circuits and Systems Conference (NEWCAS), Montréal, Canada, June 2020.
    

    @inproceedings{back:hal-02927208,
      title = {{Feature selection algorithms for flexible analog-to-feature converter}},
      author = {Back, Antoine and Chollet, Paul and Fercoq, Olivier and Desgreys, Patricia},
      url = {https://hal.science/hal-02927208},
      booktitle = {{2020 18th IEEE International New Circuits and Systems Conference (NEWCAS)}},
      address = {Montr{\'e}al, Canada},
      publisher = {{IEEE}},
      pages = {186-189},
      year = {2020},
      month = jun,
      doi = {10.1109/NEWCAS49341.2020.9159817},
      keywords = {Analog-to-Feature converter ; Non Uniform Wavelet Sampling ; Feature selection},
      hal_id = {hal-02927208},
      hal_version = {v1}
    }
    

32. Confidence-based Weighted Loss for Multi-label Classification with Missing Labels
    Karim M Ibrahim, Elena Epure, Geoffroy Peeters, Gael Richard
    The 2020 International Conference on Multimedia Retrieval (ICMR ’20), Dublin, Ireland, June 2020.
    

    @inproceedings{ibrahim:hal-02547012,
      title = {{Confidence-based Weighted Loss for Multi-label Classification with Missing Labels}},
      author = {Ibrahim, Karim M and Epure, Elena and Peeters, Geoffroy and Richard, Gael},
      url = {https://hal.science/hal-02547012},
      booktitle = {{The 2020 International Conference on Multimedia Retrieval (ICMR '20)}},
      address = {Dublin, Ireland},
      year = {2020},
      month = jun,
      doi = {10.1145/3372278.3390728},
      pdf = {https://hal.science/hal-02547012v1/file/ICMR_paper_v5.3.pdf},
      hal_id = {hal-02547012},
      hal_version = {v1}
    }
    

33. A Prototypical Triplet Loss for Cover Detection
    Guillaume Doras, Geoffroy Peeters
    ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Barcelona, France, May 2020.
    

    @inproceedings{doras:hal-04448257,
      title = {{A Prototypical Triplet Loss for Cover Detection}},
      author = {Doras, Guillaume and Peeters, Geoffroy},
      url = {https://hal.science/hal-04448257},
      booktitle = {{ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)}},
      address = {Barcelona, France},
      publisher = {{IEEE}},
      pages = {3797-3801},
      year = {2020},
      month = may,
      doi = {10.1109/ICASSP40776.2020.9054619},
      keywords = {Industries ; Training ; Signal processing ; Data models ; Task analysis ; Speech processing ; Standards},
      hal_id = {hal-04448257},
      hal_version = {v1}
    }
    

34. Laplace state space filter with exact inference and moment matching
    Julian Neri, Philippe Depalle, Roland Badeau
    45th International Conference on Acoustics, Speech, and Signal Processing, Barcelona, Spain, May 2020.
    

    @inproceedings{neri:hal-02456643,
      title = {{Laplace state space filter with exact inference and moment matching}},
      author = {Neri, Julian and Depalle, Philippe and Badeau, Roland},
      url = {https://telecom-paris.hal.science/hal-02456643},
      booktitle = {{45th International Conference on Acoustics, Speech, and Signal Processing}},
      address = {Barcelona, Spain},
      year = {2020},
      month = may,
      pdf = {https://telecom-paris.hal.science/hal-02456643v1/file/2020_ICASSP_LSSF_Neri_Final.pdf},
      hal_id = {hal-02456643},
      hal_version = {v1}
    }
    

35. AUDIO-BASED AUTO-TAGGING WITH CONTEXTUAL TAGS FOR MUSIC
    Karim M Ibrahim, Jimena Royo-Letelier, Elena V. Epure, Geoffroy Peeters, Gael Richard
    International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Barcelona, Spain, May 2020.
    

    @inproceedings{ibrahim:hal-02481374,
      title = {{AUDIO-BASED AUTO-TAGGING WITH CONTEXTUAL TAGS FOR MUSIC}},
      author = {Ibrahim, Karim M and Royo-Letelier, Jimena and Epure, Elena V. and Peeters, Geoffroy and Richard, Gael},
      url = {https://hal.science/hal-02481374},
      booktitle = {{International Conference on Acoustics, Speech, and Signal Processing (ICASSP)}},
      address = {Barcelona, Spain},
      year = {2020},
      month = may,
      doi = {10.5281/zenodo.3648287},
      keywords = {Index Terms-music auto-tagging ; user context ; dataset col- lection ; multi-label classification ; missing labels},
      pdf = {https://hal.science/hal-02481374v1/file/ICASSP2020_context_v5.1.pdf},
      hal_id = {hal-02481374},
      hal_version = {v1}
    }
    

36. LEARNING TO RANK MUSIC TRACKS USING TRIPLET LOSS
    Laure Prétet, Gael Richard, Geoffroy Peeters
    ICASSP, Barcelona, Spain, May 2020.
    

    @inproceedings{pretet:hal-02477242,
      title = {{LEARNING TO RANK MUSIC TRACKS USING TRIPLET LOSS}},
      author = {Pr{\'e}tet, Laure and Richard, Gael and Peeters, Geoffroy},
      url = {https://telecom-paris.hal.science/hal-02477242},
      booktitle = {{ICASSP}},
      address = {Barcelona, Spain},
      year = {2020},
      month = may,
      keywords = {deep learning ; triplet loss ; triplet mining ; audio music similarity},
      pdf = {https://telecom-paris.hal.science/hal-02477242v1/file/camera_ready.pdf},
      hal_id = {hal-02477242},
      hal_version = {v1}
    }
    

37. Neutral to Lombard Speech Conversion with Deep Learning
    Bertrand David, Enguerrand Gentet, Sebastien Denjean, Gael Richard, Vincent Roussarie
    ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Barcelona, France, May 2020.
    

    @inproceedings{david:hal-02713204,
      title = {{Neutral to Lombard Speech Conversion with Deep Learning}},
      author = {David, Bertrand and Gentet, Enguerrand and Denjean, Sebastien and Richard, Gael and Roussarie, Vincent},
      url = {https://inria.hal.science/hal-02713204},
      booktitle = {{ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)}},
      address = {Barcelona, France},
      publisher = {{IEEE}},
      pages = {7739-7743},
      year = {2020},
      month = may,
      doi = {10.1109/ICASSP40776.2020.9053006},
      hal_id = {hal-02713204},
      hal_version = {v1}
    }
    

38. Speech Intelligibility Enhancement by Equalization for in-Car Applications
    Enguerrand Gentet, David Bertrand, Sebastien Denjean, Gael Richard, Vincent Roussarie
    ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Barcelona, France, May 2020.
    

    @inproceedings{gentet:hal-02713178,
      title = {{Speech Intelligibility Enhancement by Equalization for in-Car Applications}},
      author = {Gentet, Enguerrand and Bertrand, David and Denjean, Sebastien and Richard, Gael and Roussarie, Vincent},
      url = {https://inria.hal.science/hal-02713178},
      booktitle = {{ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)}},
      address = {Barcelona, France},
      publisher = {{IEEE}},
      pages = {6934-6938},
      year = {2020},
      month = may,
      doi = {10.1109/ICASSP40776.2020.9053537},
      hal_id = {hal-02713178},
      hal_version = {v1}
    }
    

39. Approximate Bayesian computation with the sliced-Wasserstein distance
    Kimia Nadjahi, Valentin Bortoli, Alain Durmus, Roland Badeau, Umut Şimşekli
    45th International Conference on Acoustics, Speech, and Signal Processing, Barcelona, Spain, May 2020.
    

    @inproceedings{nadjahi:hal-02457063,
      title = {{Approximate Bayesian computation with the sliced-Wasserstein distance}},
      author = {Nadjahi, Kimia and de Bortoli, Valentin and Durmus, Alain and Badeau, Roland and {\c S}im{\c s}ekli, Umut},
      url = {https://telecom-paris.hal.science/hal-02457063},
      booktitle = {{45th International Conference on Acoustics, Speech, and Signal Processing}},
      address = {Barcelona, Spain},
      year = {2020},
      month = may,
      doi = {10.1109/icassp40776.2020.9054735},
      hal_id = {hal-02457063},
      hal_version = {v1}
    }
    

40. DNN-Based Distributed Multichannel Mask Estimation for Speech Enhancement in Microphone Arrays
    Nicolas Furnon, Romain Serizel, Irina Illina, Slim Essid
    ICASSP 2020 - 45th International Conference on Acoustics, Speech, and Signal Processing, Barcelona, Spain, May 2020. Submitted to....
    

    @inproceedings{furnon:hal-02389159,
      title = {{DNN-Based Distributed Multichannel Mask Estimation for Speech Enhancement in Microphone Arrays}},
      author = {Furnon, Nicolas and Serizel, Romain and Illina, Irina and Essid, Slim},
      url = {https://hal.science/hal-02389159},
      note = {Submitted to ICASSP2020},
      booktitle = {{ICASSP 2020 - 45th International Conference on Acoustics, Speech, and Signal Processing}},
      address = {Barcelona, Spain},
      year = {2020},
      month = may,
      keywords = {Index Terms-Speech enhancement ; dis- tributed processing ; microphone arrays ; Distributed processing ; Speech enhancement},
      pdf = {https://hal.science/hal-02389159v3/file/icassp2020.pdf},
      hal_id = {hal-02389159},
      hal_version = {v3}
    }
    

41. Joint phoneme alignment and text-informed speech separation on highly corrupted speech
    Kilian Schulze-Forster, Clément Doire, Gael Richard, Roland Badeau
    45th International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2020), Barcelona, Spain, May 2020.
    

    @inproceedings{schulzeforster:hal-02457075,
      title = {{Joint phoneme alignment and text-informed speech separation on highly corrupted speech}},
      author = {Schulze-Forster, Kilian and Doire, Cl{\'e}ment and Richard, Gael and Badeau, Roland},
      url = {https://telecom-paris.hal.science/hal-02457075},
      booktitle = {{45th International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2020)}},
      address = {Barcelona, Spain},
      year = {2020},
      month = may,
      keywords = {speech separation ; phoneme alignment ; informed source separation ; attention},
      pdf = {https://telecom-paris.hal.science/hal-02457075v1/file/ICASSP_2020_paper_HAL.pdf},
      hal_id = {hal-02457075},
      hal_version = {v1}
    }
    

42. Audio-Based Detection of Explicit Content in Music
    Andrea Vaglio, Romain Hennequin, Manuel Moussallam, Gael Richard, Florence d’Alché-Buc
    ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Barcelona, France, May 2020.
    

    @inproceedings{vaglio:hal-02747449,
      title = {{Audio-Based Detection of Explicit Content in Music}},
      author = {Vaglio, Andrea and Hennequin, Romain and Moussallam, Manuel and Richard, Gael and d'Alch{\'e}-Buc, Florence},
      url = {https://hal.science/hal-02747449},
      booktitle = {{ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)}},
      address = {Barcelona, France},
      publisher = {{IEEE}},
      pages = {526-530},
      year = {2020},
      month = may,
      doi = {10.1109/ICASSP40776.2020.9054278},
      hal_id = {hal-02747449},
      hal_version = {v1}
    }
    

43. Probabilistic filter and smoother for variational inference of Bayesian linear dynamical systems
    Julian Neri, Roland Badeau, Philippe Depalle
    45th International Conference on Acoustics, Speech, and Signal Processing, Barcelona, Spain, May 2020.
    

    @inproceedings{neri:hal-02456651,
      title = {{Probabilistic filter and smoother for variational inference of Bayesian linear dynamical systems}},
      author = {Neri, Julian and Badeau, Roland and Depalle, Philippe},
      url = {https://telecom-paris.hal.science/hal-02456651},
      booktitle = {{45th International Conference on Acoustics, Speech, and Signal Processing}},
      address = {Barcelona, Spain},
      year = {2020},
      month = may,
      pdf = {https://telecom-paris.hal.science/hal-02456651v1/file/2020_ICASSP_VBLDS_Neri_Julian.pdf},
      hal_id = {hal-02456651},
      hal_version = {v1}
    }
    

44. How Confident Are You? Exploring The Role Of Fillers In The Automatic Prediction Of A Speaker’s Confidence
    Tanvi Dinkar, Ioana Vasilescu, Catherine Pelachaud, Chloé Clavel
    45th International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2020), Barcelona, Spain, May 2020.
    

    @inproceedings{dinkar:hal-02942182,
      title = {{How Confident Are You? Exploring The Role Of Fillers In The Automatic Prediction Of A Speaker's Confidence}},
      author = {Dinkar, Tanvi and Vasilescu, Ioana and Pelachaud, Catherine and Clavel, Chlo{\'e}},
      url = {https://hal.science/hal-02942182},
      booktitle = {{45th International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2020)}},
      address = {Barcelona, Spain},
      publisher = {{IEEE}},
      pages = {8104-8108},
      year = {2020},
      month = may,
      doi = {10.1109/ICASSP40776.2020.9054374},
      keywords = {Spoken Language Processing ; Disfluency ; Fillers ; Confidence ; Educational Applications},
      pdf = {https://hal.science/hal-02942182v1/file/HOW%20CONFIDENT%20ARE%20YOU%3F%20EXPLORING%20THE%20ROLE%20OF%20FILLERS%20IN%20THE%20AUTOMATIC%20PREDICTION%20OF%20A%20SPEAKER%E2%80%99S%20CONFIDENCE.pdf},
      hal_id = {hal-02942182},
      hal_version = {v1}
    }
    

45. Percolation-Based Detection of Anomalous Subgraphs in Complex Networks
    Corentin Larroche, Johan Mazel, Stéphan Clémençon
    XVIII Symposium on Intelligent Data Analysis (IDA2020), Konstanz, Germany, April 2020.
    

    @inproceedings{larroche:hal-02466289,
      title = {{Percolation-Based Detection of Anomalous Subgraphs in Complex Networks}},
      author = {Larroche, Corentin and Mazel, Johan and Cl{\'e}men{\c c}on, St{\'e}phan},
      url = {https://hal.science/hal-02466289},
      booktitle = {{XVIII Symposium on Intelligent Data Analysis (IDA2020)}},
      address = {Konstanz, Germany},
      publisher = {{Springer}},
      volume = {12080},
      pages = {287-299},
      year = {2020},
      month = apr,
      doi = {10.1007/978-3-030-44584-3\_23},
      hal_id = {hal-02466289},
      hal_version = {v1}
    }
    

46. Compositional Languages Emerge in a Neural Iterated Learning Model
    Yi Ren, Shangmin Guo, Matthieu Labeau, Shay B Cohen, Simon Kirby
    8th International Conference on Learning Representations, Addis Ababa, Ethiopia, April 2020.
    

    @inproceedings{ren:hal-02914840,
      title = {{Compositional Languages Emerge in a Neural Iterated Learning Model}},
      author = {Ren, Yi and Guo, Shangmin and Labeau, Matthieu and Cohen, Shay B and Kirby, Simon},
      url = {https://hal.science/hal-02914840},
      booktitle = {{8th International Conference on Learning Representations}},
      address = {Addis Ababa, Ethiopia},
      year = {2020},
      month = apr,
      pdf = {https://hal.science/hal-02914840v1/file/compositional_languages_emerge.pdf},
      hal_id = {hal-02914840},
      hal_version = {v1}
    }
    

47. Distributed online Data Anomaly Detection for connected vehicles
    Naman Negi, Ons Jelassi, Hakima Chaouchi, Stéphan Clémençon
    ICAIIC 2020: 2nd International Conference on Artificial Intelligence in Information and Communication, Fukuoka, Japan, February 2020.
    

    @inproceedings{negi:hal-03126876,
      title = {{Distributed online Data Anomaly Detection for connected vehicles}},
      author = {Negi, Naman and Jelassi, Ons and Chaouchi, Hakima and Cl{\'e}men{\c c}on, St{\'e}phan},
      url = {https://telecom-paris.hal.science/hal-03126876},
      booktitle = {{ICAIIC 2020: 2nd International Conference on Artificial Intelligence in Information and Communication}},
      address = {Fukuoka, Japan},
      publisher = {{IEEE Computer Society}},
      pages = {494-500},
      year = {2020},
      month = feb,
      doi = {10.1109/ICAIIC48513.2020.9065280},
      keywords = {Anomaly detection ; LSTM ; Distributed learning ; Wireless communication},
      hal_id = {hal-03126876},
      hal_version = {v1}
    }
    

48. Explicit Regularisation in Gaussian Noise Injections
    Alexander Camuto, Matthew Willetts, Umut Şimşekli, Stephen Roberts, Chris Holmes
    Advances in Neural Processing Systems, Online, France, 2020.
    

    @inproceedings{camuto:hal-03269116,
      title = {{Explicit Regularisation in Gaussian Noise Injections}},
      author = {Camuto, Alexander and Willetts, Matthew and {\c S}im{\c s}ekli, Umut and Roberts, Stephen and Holmes, Chris},
      url = {https://hal.science/hal-03269116},
      booktitle = {{Advances in Neural Processing Systems}},
      address = {Online, France},
      year = {2020},
      hal_id = {hal-03269116},
      hal_version = {v1}
    }
    

49. The POTUS Corpus, a database of weekly addresses for the study of stance in politics and virtual agents
    Thomas Janssoone, Kevin Bailly, Gael Richard, Chloé Clavel
    Conference on Language Resources and Evaluation (LREC 2020), Marseille, France, 2020.
    

    @inproceedings{janssoone:hal-02873020,
      title = {{The POTUS Corpus, a database of weekly addresses for the study of stance in politics and virtual agents}},
      author = {Janssoone, Thomas and Bailly, Kevin and Richard, Gael and Clavel, Chlo{\'e}},
      url = {https://telecom-paris.hal.science/hal-02873020},
      booktitle = {{Conference on Language Resources and Evaluation (LREC 2020)}},
      address = {Marseille, France},
      pages = {11 - 16},
      year = {2020},
      keywords = {Multi-modal Social Signal ; Signal Processing ; Embodied Conversational Agent ; Audio Video Corpus ; POTUS},
      pdf = {https://telecom-paris.hal.science/hal-02873020v1/file/2020.lrec-1.193.pdf},
      hal_id = {hal-02873020},
      hal_version = {v1}
    }
    

50. Statistical and Topological Properties of Sliced Probability Divergences
    Kimia Nadjahi, Alain Durmus, Lénaïc Chizat, Soheil Kolouri, Shahin Shahrampour, Umut Şimşekli
    Advances in Neural Processing Systems, Online, France, 2020.
    

    @inproceedings{nadjahi:hal-03269119,
      title = {{Statistical and Topological Properties of Sliced Probability Divergences}},
      author = {Nadjahi, Kimia and Durmus, Alain and Chizat, L{\'e}na{\"i}c and Kolouri, Soheil and Shahrampour, Shahin and {\c S}im{\c s}ekli, Umut},
      url = {https://hal.science/hal-03269119},
      booktitle = {{Advances in Neural Processing Systems}},
      address = {Online, France},
      year = {2020},
      hal_id = {hal-03269119},
      hal_version = {v1}
    }
    

51. Quantitative Propagation of Chaos for SGD in Wide Neural Networks
    Valentin Bortoli, Alain Durmus, Xavier Fontaine, Umut Şimşekli
    Advances in Neural Processing Systems, Online, France, 2020.
    

    @inproceedings{debortoli:hal-03269118,
      title = {{Quantitative Propagation of Chaos for SGD in Wide Neural Networks}},
      author = {de Bortoli, Valentin and Durmus, Alain and Fontaine, Xavier and {\c S}im{\c s}ekli, Umut},
      url = {https://hal.science/hal-03269118},
      booktitle = {{Advances in Neural Processing Systems}},
      address = {Online, France},
      year = {2020},
      hal_id = {hal-03269118},
      hal_version = {v1}
    }
    

52. Hausdorff Dimension, Heavy Tails, and Generalization in Neural Networks
    Umut Şimşekli, Ozan Sener, George Deligiannidis, Murat A. Erdogdu
    Advances in Neural Processing Systems, Online, France, 2020. Published at....
    

    @inproceedings{imekli:hal-03269125,
      title = {{Hausdorff Dimension, Heavy Tails, and Generalization in Neural Networks}},
      author = {{\c S}im{\c s}ekli, Umut and Sener, Ozan and Deligiannidis, George and Erdogdu, Murat A.},
      url = {https://hal.science/hal-03269125},
      note = {Published at NeurIPS 2020 (Spotlight) -- an imprecision in Definition 2 and a mistake in the statement and the proof of Theorem 2 are fixed},
      booktitle = {{Advances in Neural Processing Systems}},
      address = {Online, France},
      year = {2020},
      hal_id = {hal-03269125},
      hal_version = {v1}
    }
    

53. Multimodal Analysis of Cohesion in Multi-party Interactions
    Reshmashree B Kantharaju, Caroline Langlet, Mukesh Barange, Chloé Clavel, Catherine I Pelachaud
    LREC, Marseille, France, 2020.
    

    @inproceedings{bkantharaju:hal-02953469,
      title = {{Multimodal Analysis of Cohesion in Multi-party Interactions}},
      author = {B Kantharaju, Reshmashree and Langlet, Caroline and Barange, Mukesh and Clavel, Chlo{\'e} and Pelachaud, Catherine I},
      url = {https://hal.science/hal-02953469},
      booktitle = {{LREC}},
      address = {Marseille, France},
      year = {2020},
      keywords = {Cohesion ; Dialogue acts ; Non-verbal behaviours ; Interruptions},
      pdf = {https://hal.science/hal-02953469v1/file/LREC2019Final.pdf},
      hal_id = {hal-02953469},
      hal_version = {v1}
    }
    

54. Matrix Factorization for High Frequency Non Intrusive Load Monitoring
    Simon Henriet, Benoît Fuentes, Umut Şimşekli, Gael Richard
    BuildSys ’20: The 7th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation, Virtual Event, Japan, 2020.
    

    @inproceedings{henriet:hal-03162808,
      title = {{Matrix Factorization for High Frequency Non Intrusive Load Monitoring}},
      author = {Henriet, Simon and Fuentes, Beno{\^i}t and {\c S}im{\c s}ekli, Umut and Richard, Gael},
      url = {https://telecom-paris.hal.science/hal-03162808},
      booktitle = {{BuildSys '20: The 7th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation}},
      address = {Virtual Event, Japan},
      publisher = {{ACM}},
      pages = {20-24},
      year = {2020},
      doi = {10.1145/3427771.3427847},
      keywords = {$\bullet$ Computing methodologies $\rightarrow$ Factorization methods ; Source separation ; $\bullet$ Hardware $\rightarrow$ Energy metering NILM ; Energy Disaggregation ; High Frequency Data ; Matrix Factorization ; Source Separation},
      hal_id = {hal-03162808},
      hal_version = {v1}
    }
    

55. Fractional Underdamped Langevin Dynamics: Retargeting SGD with Momentum under Heavy-Tailed Gradient Noise
    Umut Şimşekli, Lingjiong Zhu, Yee Whye Teh, Mert Gürbüzbalaban
    International Conference on Machine Learning, Online, France, 2020. 20 pages, Pu....
    

    @inproceedings{imekli:hal-03269112,
      title = {{Fractional Underdamped Langevin Dynamics: Retargeting SGD with Momentum under Heavy-Tailed Gradient Noise}},
      author = {{\c S}im{\c s}ekli, Umut and Zhu, Lingjiong and Teh, Yee Whye and G{\"u}rb{\"u}zbalaban, Mert},
      url = {https://hal.science/hal-03269112},
      note = {20 pages, Published at International Conference on Machine Learning 2020},
      booktitle = {{International Conference on Machine Learning}},
      address = {Online, France},
      year = {2020},
      hal_id = {hal-03269112},
      hal_version = {v1}
    }
    

56. Weighted Empirical Risk Minimization: Transfer Learning based on Importance Sampling
    Stéphan Clémençon, Robin Vogel, Mastane Achab, Charles Tillier
    28th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning ( ESANN 2020), Bruges (on line), Belgium, 2020.
    

    @inproceedings{clemencon:hal-03559387,
      title = {{Weighted Empirical Risk Minimization: Transfer Learning based on Importance Sampling}},
      author = {Cl{\'e}men{\c c}on, St{\'e}phan and Vogel, Robin and Achab, Mastane and Tillier, Charles},
      url = {https://telecom-paris.hal.science/hal-03559387},
      booktitle = {{28th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning ( ESANN 2020)}},
      address = {Bruges (on line), Belgium},
      year = {2020},
      pdf = {https://telecom-paris.hal.science/hal-03559387v1/file/ES2020-120.pdf},
      hal_id = {hal-03559387},
      hal_version = {v1}
    }
    

Journal Articles

1. Parametric versus nonparametric: The fitness coefficient
   François Portier, Gildas Mazo
   Scandinavian Journal of Statistics, December 2020.
   

   @article{portier:hal-03270164,
     title = {{Parametric versus nonparametric: The fitness coefficient}},
     author = {Portier, Fran{\c c}ois and Mazo, Gildas},
     url = {https://hal.inrae.fr/hal-03270164},
     journal = {{Scandinavian Journal of Statistics}},
     publisher = {{Wiley}},
     volume = {10},
     number = {1},
     year = {2020},
     month = dec,
     doi = {10.1111/sjos.12495},
     keywords = {density estimation ; goodness\&\#8208 ; of\&\#8208 ; fit ; kernel smoothing ; likelihood methods ; semiparametric statistics ; goodness-of-fit},
     pdf = {https://hal.inrae.fr/hal-03270164v1/file/2020_Mazo_Scandinavian%20Journal%20of%20Statisitcs.pdf},
     hal_id = {hal-03270164},
     hal_version = {v1}
   }
   

2. New results on approximate Hilbert pairs of wavelet filters with common factors
   Sophie Achard, Marianne Clausel, Irène Gannaz, François Roueff
   Applied and Computational Harmonic Analysis, November 2020.
   

   @article{achard:hal-01613583,
     title = {{New results on approximate Hilbert pairs of wavelet filters with common factors}},
     author = {Achard, Sophie and Clausel, Marianne and Gannaz, Ir{\`e}ne and Roueff, Fran{\c c}ois},
     url = {https://hal.univ-grenoble-alpes.fr/hal-01613583},
     journal = {{Applied and Computational Harmonic Analysis}},
     publisher = {{Elsevier}},
     volume = {49},
     number = {3},
     pages = {1025-1045},
     year = {2020},
     month = nov,
     doi = {10.1016/j.acha.2019.06.001},
     keywords = {orthonormal filter banks ; Complex wavelet ; Hilbert-pair ; common-factor wavelets},
     pdf = {https://hal.univ-grenoble-alpes.fr/hal-01613583v2/file/common_factor_article_hal.pdf},
     hal_id = {hal-01613583},
     hal_version = {v2}
   }
   

3. NeuroPycon: An open-source python toolbox for fast multi-modal and reproducible brain connectivity pipelines
   David Meunier, Annalisa Pascarella, Dmitrii Altukhov, Mainak Jas, Etienne Combrisson, Tarek Lajnef, Daphné Bertrand-Dubois, Vanessa Hadid, Golnoush Alamian, Jordan Alves, Fanny Barlaam, Anne-Lise Saive, Arthur Dehgan, Karim Jerbi
   NeuroImage, October 2020.
   

   @article{meunier:hal-02873600,
     title = {{NeuroPycon: An open-source python toolbox for fast multi-modal and reproducible brain connectivity pipelines}},
     author = {Meunier, David and Pascarella, Annalisa and Altukhov, Dmitrii and Jas, Mainak and Combrisson, Etienne and Lajnef, Tarek and Bertrand-Dubois, Daphn{\'e} and Hadid, Vanessa and Alamian, Golnoush and Alves, Jordan and Barlaam, Fanny and Saive, Anne-Lise and Dehgan, Arthur and Jerbi, Karim},
     url = {https://hal.science/hal-02873600},
     journal = {{NeuroImage}},
     publisher = {{Elsevier}},
     volume = {219},
     pages = {117020},
     year = {2020},
     month = oct,
     doi = {10.1016/j.neuroimage.2020.117020},
     keywords = {Magnetoencephalography (MEG) ; Electroencephalography (EEG) ; Electrophysiology MRI ; Functional connectivity ; Graph theory ; Multi-modality ; Python ; MNE Source reconstruction ; Brain networks ; Nipype ; Brain imaging ; Reproducible science ; Pipelines},
     pdf = {https://hal.science/hal-02873600v1/file/1-s2.0-S1053811920305061-main.pdf},
     hal_id = {hal-02873600},
     hal_version = {v1}
   }
   

4. Variance-Reduced Methods for Machine Learning
   Robert M Gower, Mark Schmidt, Francis Bach, Peter Richtárik
   Proceedings of the IEEE, October 2020.
   

   @article{gower:hal-04182657,
     title = {{Variance-Reduced Methods for Machine Learning}},
     author = {Gower, Robert M and Schmidt, Mark and Bach, Francis and Richt{\'a}rik, Peter},
     url = {https://telecom-paris.hal.science/hal-04182657},
     journal = {{Proceedings of the IEEE}},
     publisher = {{Institute of Electrical and Electronics Engineers}},
     volume = {108},
     number = {11},
     year = {2020},
     month = oct,
     doi = {10.1109/JPROC.2020.3028013},
     pdf = {https://telecom-paris.hal.science/hal-04182657v1/file/VR-IEEE.pdf},
     hal_id = {hal-04182657},
     hal_version = {v1}
   }
   

5. Detection of Parkinson’s disease from handwriting using deep learning: a comparative study
   Catherine Taleb, Laurence Likforman-Sulem, Chafic Mokbel, Maha Khachab
   Evolutionary Intelligence, September 2020.
   

   @article{taleb:hal-03121830,
     title = {{Detection of Parkinson's disease from handwriting using deep learning: a comparative study}},
     author = {Taleb, Catherine and Likforman-Sulem, Laurence and Mokbel, Chafic and Khachab, Maha},
     url = {https://hal.science/hal-03121830},
     journal = {{Evolutionary Intelligence}},
     publisher = {{Springer}},
     year = {2020},
     month = sep,
     doi = {10.1007/s12065-020-00470-0},
     hal_id = {hal-03121830},
     hal_version = {v1}
   }
   

6. A Fully Stochastic Primal-Dual Algorithm
   Pascal Bianchi, Walid Hachem, Adil Salim
   Optimization Letters, July 2020.
   

   @article{bianchi:hal-02369882,
     title = {{A Fully Stochastic Primal-Dual Algorithm}},
     author = {Bianchi, Pascal and Hachem, Walid and Salim, Adil},
     url = {https://hal.science/hal-02369882},
     journal = {{Optimization Letters}},
     publisher = {{Springer Verlag}},
     year = {2020},
     month = jul,
     doi = {10.1007/s11590-020-01614-y},
     pdf = {https://hal.science/hal-02369882v2/file/19fully.pdf},
     hal_id = {hal-02369882},
     hal_version = {v2}
   }
   

7. Why Facial Recognition Algorithms Can’t be Perfectly Fair
   Winston Maxwell, Stéphan Clémençon
   The Conversation France, July 2020.
   

   @article{maxwell:hal-02924471,
     title = {{Why Facial Recognition Algorithms Can't be Perfectly Fair}},
     author = {Maxwell, Winston and Cl{\'e}men{\c c}on, St{\'e}phan},
     url = {https://hal.science/hal-02924471},
     journal = {{The Conversation France}},
     publisher = {{The Conversation Media Group [$\bullet$2015-....]}},
     year = {2020},
     month = jul,
     keywords = {Policing ; Racism ; Surveillance Security ; Algorithm ; Facial recognition ; Police violence ; The Conversation France ; Face surveillance},
     hal_id = {hal-02924471},
     hal_version = {v1}
   }
   

8. Creating DALI, a Large Dataset of Synchronized Audio, Lyrics, and Notes
   Gabriel Meseguer-Brocal, Alice Cohen-Hadria, Geoffroy Peeters
   Transactions of the International Society for Music Information Retrieval (TISMIR), June 2020.
   

   @article{meseguerbrocal:hal-03985545,
     title = {{Creating DALI, a Large Dataset of Synchronized Audio, Lyrics, and Notes}},
     author = {Meseguer-Brocal, Gabriel and Cohen-Hadria, Alice and Peeters, Geoffroy},
     url = {https://hal.science/hal-03985545},
     journal = {{Transactions of the International Society for Music Information Retrieval (TISMIR)}},
     publisher = {{Ubiquity Press}},
     volume = {3},
     number = {1},
     pages = {55-67},
     year = {2020},
     month = jun,
     doi = {10.5334/tismir.30},
     hal_id = {hal-03985545},
     hal_version = {v1}
   }
   

9. A Multivariate Extreme Value Theory Approach to Anomaly Clustering and Visualization
   Maël Chiapino, Stéphan Clémençon, Vincent Feuillard, Anne Sabourin
   Computational Statistics, June 2020.
   

   @article{chiapino:hal-02185060,
     title = {{A Multivariate Extreme Value Theory Approach to Anomaly Clustering and Visualization}},
     author = {Chiapino, Ma{\"e}l and Cl{\'e}men{\c c}on, St{\'e}phan and Feuillard, Vincent and Sabourin, Anne},
     url = {https://telecom-paris.hal.science/hal-02185060},
     journal = {{Computational Statistics}},
     publisher = {{Springer Verlag}},
     volume = {35},
     number = {2},
     pages = {607-628},
     year = {2020},
     month = jun,
     doi = {10.1007/s00180-019-00913-y},
     keywords = {Anomaly detection ; Clustering ; Graph-mining ; Latent variable analysis ; Mixture modelling ; Multivariate extreme value theory ; Visualization},
     pdf = {https://telecom-paris.hal.science/hal-02185060v1/file/Anomaly_VisualDisplay_Long.pdf},
     hal_id = {hal-02185060},
     hal_version = {v1}
   }
   

10. Introduction to the Special Section on Computational Modeling and Understanding of Emotions in Conflictual Social Interactions
    Rossana Damiano, Viviana Patti, Chloé Clavel, Paolo Rosso
    ACM Transactions on Internet Technology, May 2020.
    

    @article{damiano:hal-04276039,
      title = {{Introduction to the Special Section on Computational Modeling and Understanding of Emotions in Conflictual Social Interactions}},
      author = {Damiano, Rossana and Patti, Viviana and Clavel, Chlo{\'e} and Rosso, Paolo},
      url = {https://hal.science/hal-04276039},
      journal = {{ACM Transactions on Internet Technology}},
      publisher = {{Association for Computing Machinery}},
      volume = {20},
      number = {2},
      pages = {1-5},
      year = {2020},
      month = may,
      doi = {10.1145/3392334},
      keywords = {Computing methodologies ; Human-centered computing ; Artificial intelligence ; Distributed artificial intelligence ; Intelligent agents ; Natural language processing ; Collaborative and social computing ; Collaborative and social computing theory ; concepts and paradigms ; Social media},
      hal_id = {hal-04276039},
      hal_version = {v1}
    }
    

11. “Talk to you later”
    Nicolas Rollet, Chloé Clavel
    Interaction Studies, May 2020.
    

    @article{rollet:hal-02615187,
      title = {{``Talk to you later''}},
      author = {Rollet, Nicolas and Clavel, Chlo{\'e}},
      url = {https://telecom-paris.hal.science/hal-02615187},
      journal = {{Interaction Studies}},
      publisher = {{John Benjamins Publishing Co}},
      volume = {21},
      number = {2},
      pages = {268-292},
      year = {2020},
      month = may,
      doi = {10.1075/is.19001.roll},
      hal_id = {hal-02615187},
      hal_version = {v1}
    }
    

12. “Talk to you later” Doing social robotics with conversation analysis. Towards the development of an automatic system for the prediction of disengagement
    Nicolas Rollet, Chloé Clavel
    Interaction Studies, May 2020.
    

    @article{rollet:hal-04275915,
      title = {{``Talk to you later'' Doing social robotics with conversation analysis. Towards the development of an automatic system for the prediction of disengagement}},
      author = {Rollet, Nicolas and Clavel, Chlo{\'e}},
      url = {https://hal.science/hal-04275915},
      journal = {{Interaction Studies}},
      publisher = {{John Benjamins Publishing Co}},
      volume = {21},
      number = {2},
      pages = {268-292},
      year = {2020},
      month = may,
      doi = {10.1075/is.19001.roll},
      keywords = {annotation schemes ; closings ; conversation analysis ; engagement ; machine learning ; multimodal features ; social robotics ; transcription},
      hal_id = {hal-04275915},
      hal_version = {v1}
    }
    

13. Guiding Attention in Sequence-to-Sequence Models for Dialogue Act Prediction
    Pierre Colombo, Emile Chapuis, Matteo Manica, Emmanuel Vignon, Giovanna Varni, Chloé Clavel
    Proceedings of the AAAI Conference on Artificial Intelligence, April 2020.
    

    @article{colombo:hal-03134847,
      title = {{Guiding Attention in Sequence-to-Sequence Models for Dialogue Act Prediction}},
      author = {Colombo, Pierre and Chapuis, Emile and Manica, Matteo and Vignon, Emmanuel and Varni, Giovanna and Clavel, Chlo{\'e}},
      url = {https://hal.science/hal-03134847},
      journal = {{Proceedings of the AAAI Conference on Artificial Intelligence}},
      volume = {34},
      number = {05},
      pages = {7594-7601},
      year = {2020},
      month = apr,
      doi = {10.1609/aaai.v34i05.6259},
      pdf = {https://hal.science/hal-03134847v1/file/2002.08801},
      hal_id = {hal-03134847},
      hal_version = {v1}
    }
    

14. Comment limiter les biais des algorithmes ?
    Charles-Albert With, Driss Lehalle, Marie Lamrani, David Brière, Winston Bounie, Patrice Bertail, Stéphan Clémençon, Patrick Waelbroeck, David Bounie
    Les cahiers Louis Bachelier, April 2020.
    

    @article{with:hal-02878302,
      title = {{Comment limiter les biais des algorithmes ?}},
      author = {With, Charles-Albert and Lehalle, Driss and Lamrani, Marie and Bri{\`e}re, David and Bounie, Winston and Bertail, Patrice and Cl{\'e}men{\c c}on, St{\'e}phan and Waelbroeck, Patrick and Bounie, David},
      url = {https://telecom-paris.hal.science/hal-02878302},
      journal = {{Les cahiers Louis Bachelier}},
      publisher = {{Institut Louis Bachelier}},
      series = {The challenges of new technologies in finance},
      volume = {36},
      year = {2020},
      month = apr,
      pdf = {https://telecom-paris.hal.science/hal-02878302v1/file/ILB%20%2336%20FR%20p%2012.pdf},
      hal_id = {hal-02878302},
      hal_version = {v1}
    }
    

15. Flexible and Context-Specific AI Explainability: A Multidisciplinary Approach
    Valérie Beaudouin, Isabelle Bloch, David Bounie, Stéphan Clémençon, Florence d’Alché-Buc, James R Eagan, Winston Maxwell, Pavlo Mozharovskyi, Jayneel Parekh
    SSRN Electronic Journal, March 2020.
    

    @article{beaudouin:hal-02506409,
      title = {{Flexible and Context-Specific AI Explainability: A Multidisciplinary Approach}},
      author = {Beaudouin, Val{\'e}rie and Bloch, Isabelle and Bounie, David and Cl{\'e}men{\c c}on, St{\'e}phan and d'Alch{\'e}-Buc, Florence and Eagan, James R and Maxwell, Winston and Mozharovskyi, Pavlo and Parekh, Jayneel},
      url = {https://telecom-paris.hal.science/hal-02506409},
      journal = {{SSRN Electronic Journal}},
      publisher = {{Elsevier}},
      pages = {1-66},
      year = {2020},
      month = mar,
      doi = {10.2139/ssrn.3559477},
      keywords = {Artificial Intelligence ; Multidisplinary Approach ; Explainability ; interpretability ; Neural networks ; Hybrid AI ; Law ; Regulation ; Safety ; Liability ; Fairness ; Accountability ; Cost-benefit analysis},
      pdf = {https://telecom-paris.hal.science/hal-02506409v1/file/main.pdf},
      hal_id = {hal-02506409},
      hal_version = {v1}
    }
    

16. Posterior consistency for partially observed Markov models
    Randal Douc, Jimmy Olsson, François Roueff
    Stochastic Processes and their Applications, February 2020.
    

    @article{douc:hal-04081621,
      title = {{Posterior consistency for partially observed Markov models}},
      author = {Douc, Randal and Olsson, Jimmy and Roueff, Fran{\c c}ois},
      url = {https://hal.science/hal-04081621},
      journal = {{Stochastic Processes and their Applications}},
      publisher = {{Elsevier}},
      volume = {130},
      number = {2},
      pages = {733-759},
      year = {2020},
      month = feb,
      doi = {10.1016/j.spa.2019.03.012},
      keywords = {Markov models ; Probability ; Markov transition probability ; Chaine de markov},
      pdf = {https://hal.science/hal-04081621v1/file/1608.06851v2.pdf},
      hal_id = {hal-04081621},
      hal_version = {v1}
    }
    

17. Uniform convergence rates for the approximated halfspace and projection depth
    Stanislav Nagy, Rainer Dyckerhoff, Pavlo Mozharovskyi
    Electronic Journal of Statistics , January 2020.
    

    @article{nagy:hal-03189232,
      title = {{Uniform convergence rates for the approximated halfspace and projection depth}},
      author = {Nagy, Stanislav and Dyckerhoff, Rainer and Mozharovskyi, Pavlo},
      url = {https://hal.science/hal-03189232},
      journal = {{Electronic Journal of Statistics }},
      publisher = {{Shaker Heights, OH : Institute of Mathematical Statistics}},
      volume = {14},
      number = {2},
      year = {2020},
      month = jan,
      doi = {10.1214/20-EJS1759},
      hal_id = {hal-03189232},
      hal_version = {v1}
    }
    

18. Nonparametric imputation by data depth
    Pavlo Mozharovskyi, Julie Josse, François Husson
    Journal of the American Statistical Association, January 2020.
    

    @article{mozharovskyi:hal-01440269,
      title = {{Nonparametric imputation by data depth}},
      author = {Mozharovskyi, Pavlo and Josse, Julie and Husson, Fran{\c c}ois},
      url = {https://hal.science/hal-01440269},
      journal = {{Journal of the American Statistical Association}},
      hal_local_reference = {2017-06},
      publisher = {{Taylor \& Francis}},
      volume = {115},
      number = {529},
      pages = {241-253},
      year = {2020},
      month = jan,
      doi = {10.1080/01621459.2018.1543123},
      keywords = {Tukey depth ; Outliers ; nonparametric imputation ; Zonoid depth ; convex optimization ; Elliptical symmetry ; Local depth ; Nonpara- metric imputation ; Convex optimization *},
      pdf = {https://hal.science/hal-01440269v1/file/Nonparametric%20imputation%20by%20data%20depth.pdf},
      hal_id = {hal-01440269},
      hal_version = {v1}
    }
    

19. Separation of Alpha-Stable Random Vectors
    Mathieu Fontaine, Roland Badeau, Antoine Liutkus
    Signal Processing, January 2020.
    

    @article{fontaine:hal-02433213,
      title = {{Separation of Alpha-Stable Random Vectors}},
      author = {Fontaine, Mathieu and Badeau, Roland and Liutkus, Antoine},
      url = {https://inria.hal.science/hal-02433213},
      journal = {{Signal Processing}},
      publisher = {{Elsevier}},
      pages = {107465},
      year = {2020},
      month = jan,
      doi = {10.1016/j.sigpro.2020.107465},
      keywords = {alpha-stable distribution ; separation theory ; additive models ; measure theory ; optimization},
      pdf = {https://inria.hal.science/hal-02433213v1/file/AlphaStableVector_final.pdf},
      hal_id = {hal-02433213},
      hal_version = {v1}
    }
    

20. GAME-ON: A Multimodal Dataset for Cohesion and Group Analysis
    Lucien Maman, Eleonora Ceccaldi, Nale Lehmann-Willenbrock, Laurence Likforman-Sulem, Mohamed Chetouani, Gualtiero Volpe, Giovanna Varni
    IEEE Access, 2020.
    

    @article{maman:hal-03152084,
      title = {{GAME-ON: A Multimodal Dataset for Cohesion and Group Analysis}},
      author = {Maman, Lucien and Ceccaldi, Eleonora and Lehmann-Willenbrock, Nale and Likforman-Sulem, Laurence and Chetouani, Mohamed and Volpe, Gualtiero and Varni, Giovanna},
      url = {https://hal.sorbonne-universite.fr/hal-03152084},
      journal = {{IEEE Access}},
      publisher = {{IEEE}},
      volume = {8},
      pages = {124185-124203},
      year = {2020},
      doi = {10.1109/ACCESS.2020.3005719},
      hal_id = {hal-03152084},
      hal_version = {v1}
    }
    

21. Algorithmes : Biais, Discrimination et Équité
    Patrice Bertail, David Bounie, Stéphan Clémençon, Patrick Waelbroeck
    HR Today, 2020. Dossier HRM ....
    

    @article{bertail:hal-02077745,
      title = {{Algorithmes : Biais, Discrimination et {\'E}quit{\'e}}},
      author = {Bertail, Patrice and Bounie, David and Cl{\'e}men{\c c}on, St{\'e}phan and Waelbroeck, Patrick},
      url = {https://telecom-paris.hal.science/hal-02077745},
      note = {Dossier HRM n{\textdegree}58 (2020)},
      journal = {{HR Today}},
      publisher = {{ALMA Medien SA }},
      number = {58},
      year = {2020},
      pdf = {https://telecom-paris.hal.science/hal-02077745v1/file/Algorithmes_-_Biais__discrimination__equite.pdf},
      hal_id = {hal-02077745},
      hal_version = {v1}
    }
    

22. Groove2Groove: One-Shot Music Style Transfer with Supervision from Synthetic Data
    Ondřej Cífka, Umut Şimşekli, Gael Richard
    IEEE/ACM Transactions on Audio, Speech and Language Processing, 2020.
    

    @article{cifka:hal-02923548,
      title = {{Groove2Groove: One-Shot Music Style Transfer with Supervision from Synthetic Data}},
      author = {C{\'i}fka, Ond{\v r}ej and {\c S}im{\c s}ekli, Umut and Richard, Gael},
      url = {https://hal.science/hal-02923548},
      journal = {{IEEE/ACM Transactions on Audio, Speech and Language Processing}},
      publisher = {{Institute of Electrical and Electronics Engineers}},
      volume = {28},
      pages = {2638-2650},
      year = {2020},
      doi = {10.1109/TASLP.2020.3019642},
      keywords = {style transfer ; symbolic music ; synthetic data ; deep learning ; recurrent neural networks},
      pdf = {https://hal.science/hal-02923548v2/file/Groove2Groove.pdf},
      hal_id = {hal-02923548},
      hal_version = {v2}
    }
    

Theses

1. Parkinson’s desease detection by multimodal analysis combining handwriting and speech signals
   Catherine Taleb
   November 2020.
   

   @phdthesis{taleb:tel-03594895,
     title = {{Parkinson's desease detection by multimodal analysis combining handwriting and speech signals}},
     author = {Taleb, Catherine},
     url = {https://theses.hal.science/tel-03594895},
     number = {2020IPPAT039},
     school = {{Institut Polytechnique de Paris}},
     year = {2020},
     month = nov,
     keywords = {Parkinson's disease ; Early detection ; Handwriting ; Speech ; Multimodal analysis ; Language-independent ; Maladie de Parkinson ; D{\'e}tection pr{\'e}coce ; Ecriture ; Parole ; Analyse multimodale ; Langage ind{\'e}pendant},
     type = {Theses},
     pdf = {https://theses.hal.science/tel-03594895v1/file/97569_TALEB_2020_archivage.pdf},
     hal_id = {tel-03594895},
     hal_version = {v1}
   }
   

2. Apprentissage à partir de données extrêmes multivariées : application au traitement du langage naturel
   Hamid Jalalzai
   November 2020.
   

   @phdthesis{jalalzai:tel-03291376,
     title = {{Apprentissage {\`a} partir de donn{\'e}es extr{\^e}mes multivari{\'e}es : application au traitement du langage naturel}},
     author = {Jalalzai, Hamid},
     url = {https://theses.hal.science/tel-03291376},
     number = {2020IPPAT043},
     school = {{Institut Polytechnique de Paris}},
     year = {2020},
     month = nov,
     keywords = {Statistics ; Machine learning ; Multivariate extremes ; Natural language processing ; Statistiques ; Apprentissage automatique ; Extr{\^e}mes multivari{\'e}s ; Traitement automatique du langage naturel},
     type = {Theses},
     pdf = {https://theses.hal.science/tel-03291376v1/file/94067_JALALZAI_2020_archivage.pdf},
     hal_id = {tel-03291376},
     hal_version = {v1}
   }
   

3. Deep kernel representation learning for complex data and reliability issues
   Pierre Laforgue
   June 2020.
   

   @phdthesis{laforgue:tel-02901469,
     title = {{Deep kernel representation learning for complex data and reliability issues}},
     author = {Laforgue, Pierre},
     url = {https://theses.hal.science/tel-02901469},
     number = {2020IPPAT006},
     school = {{Institut Polytechnique de Paris}},
     year = {2020},
     month = jun,
     keywords = {Operator-valued kernels ; Autoencoders ; Robust losses ; Median-Of-Means, MoM ; Selection Bias ; Noyaux a valeurs op{\'e}rateurs ; Autoencodeurs ; Fonctions de perte robustes ; M{\'e}diane-des-moyennes ; Biais de s{\'e}lection},
     type = {Theses},
     pdf = {https://theses.hal.science/tel-02901469v1/file/83598_LAFORGUE_2020_archivage.pdf},
     hal_id = {tel-02901469},
     hal_version = {v1}
   }
   

Unpublished

1. Hilbert valued fractionally integrated autoregressive moving average processes with long memory operators
   Amaury Durand, François Roueff
   October 2020. working pape....
   

   @unpublished{durand:hal-02961227,
     title = {{Hilbert valued fractionally integrated autoregressive moving average processes with long memory operators}},
     author = {Durand, Amaury and Roueff, Fran{\c c}ois},
     url = {https://hal.science/hal-02961227},
     note = {working paper or preprint},
     year = {2020},
     month = oct,
     pdf = {https://hal.science/hal-02961227v1/file/func_fiarma.pdf},
     hal_id = {hal-02961227},
     hal_version = {v1}
   }
   

2. Heavy-tailed Representations, Text Polarity Classification & Data Augmentation
   Hamid Jalalzai, Pierre Colombo, Chloé Clavel, Éric Gaussier, Giovanna Varni, Emmanuel Vignon, Anne Sabourin
   September 2020. working pape....
   

   @unpublished{jalalzai:hal-02936647,
     title = {{Heavy-tailed Representations, Text Polarity Classification \& Data Augmentation}},
     author = {Jalalzai, Hamid and Colombo, Pierre and Clavel, Chlo{\'e} and Gaussier, {\'E}ric and Varni, Giovanna and Vignon, Emmanuel and Sabourin, Anne},
     url = {https://hal.science/hal-02936647},
     note = {working paper or preprint},
     year = {2020},
     month = sep,
     pdf = {https://hal.science/hal-02936647v1/file/Extreme_Representation_for_Natural_Language__NIPS____ARXIV.pdf},
     hal_id = {hal-02936647},
     hal_version = {v1}
   }
   

3. HRI-RNN: A User-Robot Dynamics-Oriented RNN for Engagement Decrease Detection
   Asma Atamna, Chloé Clavel
   August 2020. working pape....
   

   @unpublished{atamna:hal-02922102,
     title = {{HRI-RNN: A User-Robot Dynamics-Oriented RNN for Engagement Decrease Detection}},
     author = {Atamna, Asma and Clavel, Chlo{\'e}},
     url = {https://telecom-paris.hal.science/hal-02922102},
     note = {working paper or preprint},
     year = {2020},
     month = aug,
     pdf = {https://telecom-paris.hal.science/hal-02922102v1/file/HRI-RNN.pdf},
     hal_id = {hal-02922102},
     hal_version = {v1}
   }
   

4. Improved Optimistic Algorithms for Logistic Bandits
   Louis Faury, Marc Abeille, Clément Calauzènes, Olivier Fercoq
   June 2020. working pape....
   

   @unpublished{faury:hal-02767843,
     title = {{Improved Optimistic Algorithms for Logistic Bandits}},
     author = {Faury, Louis and Abeille, Marc and Calauz{\`e}nes, Cl{\'e}ment and Fercoq, Olivier},
     url = {https://hal.science/hal-02767843},
     note = {working paper or preprint},
     year = {2020},
     month = jun,
     pdf = {https://hal.science/hal-02767843v1/file/2002.07530.pdf},
     hal_id = {hal-02767843},
     hal_version = {v1}
   }
   

Miscellaneous

1. GRACE : Un projet portant sur l’étude automatique de la cohésion dans les petits groupes d’humains
   Lucien Maman, Giovanna Varni
   June 2020. Poster.
   

   @misc{maman:hal-02933474,
     title = {{GRACE : Un projet portant sur l'{\'e}tude automatique de la coh{\'e}sion dans les petits groupes d'humains}},
     author = {Maman, Lucien and Varni, Giovanna},
     url = {https://inria.hal.science/hal-02933474},
     note = {Poster},
     howpublished = {{Workshop sur les Affects, Compagnons artificiels et Interactions}},
     organization = {{CNRS, Universit{\'e} Toulouse Jean Jaur{\`e}s, Universit{\'e} de Bordeaux}},
     year = {2020},
     month = jun,
     keywords = {Analyse des signaux sociaux ; {\'e}tats {\'e}mergents ; coh{\'e}sion},
     pdf = {https://inria.hal.science/hal-02933474v1/file/MAMAN_WACAI2020.pdf},
     hal_id = {hal-02933474},
     hal_version = {v1}
   }
   

proceedings

1. Advances in Neural Information Processing Systems 32 (NeurIPS 2019)
   Hanna M. Wallach, Hugo Larochelle, Alina Beygelzimer, Florence d’Alché-Buc, Emily B. Fox, Roman Garnett
   2020.
   

   @proceedings{wallach:hal-03888793,
     title = {{Advances in Neural Information Processing Systems 32 (NeurIPS 2019)}},
     author = {Wallach, Hanna M. and Larochelle, Hugo and Beygelzimer, Alina and d'Alch{\'e}-Buc, Florence and Fox, Emily B. and Garnett, Roman},
     url = {https://hal.science/hal-03888793},
     year = {2020},
     hal_id = {hal-03888793},
     hal_version = {v1}
   }
   

2019

Technical Reports

1. Stochastic reverberation model for uniform and non-diffuse acoustic fields
   Roland Badeau
   April 2019.
   

   @techreport{badeau:hal-02127799,
     title = {{Stochastic reverberation model for uniform and non-diffuse acoustic fields}},
     author = {Badeau, Roland},
     url = {https://telecom-paris.hal.science/hal-02127799},
     type = {Research Report},
     institution = {{T{\'e}l{\'e}com ParisTech}},
     year = {2019},
     month = apr,
     keywords = {Reverberation ; Diffusion ; Room impulse response ; Stochastic models ; R{\'e}ponse impulsionnelle de salle ; Mod{\`e}les stochastiques},
     pdf = {https://telecom-paris.hal.science/hal-02127799v1/file/publication-344.pdf},
     hal_id = {hal-02127799},
     hal_version = {v1}
   }
   

2. General stochastic reverberation model
   Roland Badeau
   February 2019.
   

   @techreport{badeau:hal-02049987,
     title = {{General stochastic reverberation model}},
     author = {Badeau, Roland},
     url = {https://hal.science/hal-02049987},
     type = {Research Report},
     institution = {{T{\'e}l{\'e}com ParisTech}},
     year = {2019},
     month = feb,
     keywords = {Room impulse response ; Stochastic models ; R{\'e}verb{\'e}ration ; Diffusion ; R{\'e}ponse impulsionnelle de salle ; Mod{\`e}les stochastiques},
     pdf = {https://hal.science/hal-02049987v1/file/TechReport-Badeau-2019.pdf},
     hal_id = {hal-02049987},
     hal_version = {v1}
   }
   

Conference Articles

1. Generalized Sliced Wasserstein Distances
   Soheil Kolouri, Kimia Nadjahi, Umut Şimşekli, Roland Badeau, Gustavo K. Rohde
   NeurIPS 2019, Vancouver, Canada, December 2019.
   

   @inproceedings{kolouri:hal-02280948,
     title = {{Generalized Sliced Wasserstein Distances}},
     author = {Kolouri, Soheil and Nadjahi, Kimia and {\c S}im{\c s}ekli, Umut and Badeau, Roland and Rohde, Gustavo K.},
     url = {https://telecom-paris.hal.science/hal-02280948},
     booktitle = {{NeurIPS 2019}},
     address = {Vancouver, Canada},
     year = {2019},
     month = dec,
     pdf = {https://telecom-paris.hal.science/hal-02280948v1/file/GSW%20copie%203.pdf},
     hal_id = {hal-02280948},
     hal_version = {v1}
   }
   

2. Asymptotic Guarantees for Learning Generative Models with the Sliced-Wasserstein Distance
   Kimia Nadjahi, Alain Durmus, Umut Şimşekli, Roland Badeau
   NeurIPS 2019, Vancouver, Canada, December 2019.
   

   @inproceedings{nadjahi:hal-02280944,
     title = {{Asymptotic Guarantees for Learning Generative Models with the Sliced-Wasserstein Distance}},
     author = {Nadjahi, Kimia and Durmus, Alain and {\c S}im{\c s}ekli, Umut and Badeau, Roland},
     url = {https://telecom-paris.hal.science/hal-02280944},
     booktitle = {{NeurIPS 2019}},
     address = {Vancouver, Canada},
     year = {2019},
     month = dec,
     hal_id = {hal-02280944},
     hal_version = {v1}
   }
   

3. RSN: Randomized Subspace Newton
   Robert M Gower, Dmitry Kovalev, Felix Lieder, Peter Richtárik
   Conference on Neural Information Processing Systems, Vancouver, Canada, December 2019.
   

   @inproceedings{gower:hal-02365297,
     title = {{RSN: Randomized Subspace Newton}},
     author = {Gower, Robert M and Kovalev, Dmitry and Lieder, Felix and Richt{\'a}rik, Peter},
     url = {https://telecom-paris.hal.science/hal-02365297},
     booktitle = {{Conference on Neural Information Processing Systems}},
     address = {Vancouver, Canada},
     year = {2019},
     month = dec,
     pdf = {https://telecom-paris.hal.science/hal-02365297v1/file/1905.10874.pdf},
     hal_id = {hal-02365297},
     hal_version = {v1}
   }
   

4. Towards closing the gap between the theory and practice of SVRG
   Othmane Sebbouh, Nidham Gazagnadou, Samy Jelassi, Francis Bach, Robert M Gower
   Conference on Neural Information Processing Systems, Vancouver, Canada, December 2019.
   

   @inproceedings{sebbouh:hal-02365285,
     title = {{Towards closing the gap between the theory and practice of SVRG}},
     author = {Sebbouh, Othmane and Gazagnadou, Nidham and Jelassi, Samy and Bach, Francis and Gower, Robert M},
     url = {https://telecom-paris.hal.science/hal-02365285},
     booktitle = {{Conference on Neural Information Processing Systems}},
     address = {Vancouver, Canada},
     year = {2019},
     month = dec,
     pdf = {https://telecom-paris.hal.science/hal-02365285v1/file/1908.02725.pdf},
     hal_id = {hal-02365285},
     hal_version = {v1}
   }
   

5. Stochastic Conditional Gradient Method for Composite Convex Minimization
   Francesco Locatello, Alp Yurtsever, Olivier Fercoq, Volkan Cevher
   Neural Information Processing Systems, Vancouver, Canada, December 2019.
   

   @inproceedings{locatello:hal-02007612,
     title = {{Stochastic Conditional Gradient Method for Composite Convex Minimization}},
     author = {Locatello, Francesco and Yurtsever, Alp and Fercoq, Olivier and Cevher, Volkan},
     url = {https://hal.science/hal-02007612},
     booktitle = {{Neural Information Processing Systems}},
     address = {Vancouver, Canada},
     series = {Proceedings of the conference on Neural Information Processing Systems},
     year = {2019},
     month = dec,
     hal_id = {hal-02007612},
     hal_version = {v1}
   }
   

6. First Exit Time Analysis of Stochastic Gradient Descent Under Heavy-Tailed Gradient Noise
   Thanh Huy Nguyen, Umut Şimşekli, Mert Gürbüzbalaban, Gael Richard
   33rd Conference on Neural Information Processing Systems (NeurIPS 2019), Vancouver, Canada, December 2019.
   

   @inproceedings{nguyen:hal-02372376,
     title = {{First Exit Time Analysis of Stochastic Gradient Descent Under Heavy-Tailed Gradient Noise}},
     author = {Nguyen, Thanh Huy and {\c S}im{\c s}ekli, Umut and G{\"u}rb{\"u}zbalaban, Mert and Richard, Gael},
     url = {https://telecom-paris.hal.science/hal-02372376},
     booktitle = {{33rd Conference on Neural Information Processing Systems (NeurIPS 2019)}},
     address = {Vancouver, Canada},
     year = {2019},
     month = dec,
     pdf = {https://telecom-paris.hal.science/hal-02372376v1/file/first-exit-time-analysis-of-stochastic-gradient-descent-under-heavy-tailed-gradient-noise.pdf},
     hal_id = {hal-02372376},
     hal_version = {v1}
   }
   

7. Functional Isolation Forest
   Guillaume Staerman, Pavlo Mozharovskyi, Stéphan Clémençon, Florence d’Alché-Buc
   The 11th Asian Conference on Machine Learning 2019, Nagoya, Japan, November 2019.
   

   @inproceedings{staerman:hal-02369435,
     title = {{Functional Isolation Forest}},
     author = {Staerman, Guillaume and Mozharovskyi, Pavlo and Cl{\'e}men{\c c}on, St{\'e}phan and d'Alch{\'e}-Buc, Florence},
     url = {https://telecom-paris.hal.science/hal-02369435},
     booktitle = {{The 11th Asian Conference on Machine Learning 2019}},
     address = {Nagoya, Japan},
     year = {2019},
     month = nov,
     keywords = {Anomaly detection ; Functional data analysis ; Isolation forest ; Unsupervised learning},
     pdf = {https://telecom-paris.hal.science/hal-02369435v1/file/staerman19a.pdf},
     hal_id = {hal-02369435},
     hal_version = {v1}
   }
   

8. Don’t hide in the frames: Note-and pattern-based evaluation of automated melody extraction algorithms
   Klaus Frieler, Doğaç Başaran, Frank Höger, Hélène-Camille Crayencour, Geoffroy Peeters, Simon Dixon
   DLfM ’19: 6th International Conference on Digital Libraries for Musicology, The Hague, Netherlands, November 2019.
   

   @inproceedings{frieler:hal-02420416,
     title = {{Don't hide in the frames: Note-and pattern-based evaluation of automated melody extraction algorithms}},
     author = {Frieler, Klaus and Ba{\c s}aran, Do{\u g}a{\c c} and H{\"o}ger, Frank and Crayencour, H{\'e}l{\`e}ne-Camille and Peeters, Geoffroy and Dixon, Simon},
     url = {https://hal.science/hal-02420416},
     booktitle = {{DLfM '19: 6th International Conference on Digital Libraries for Musicology}},
     address = {The Hague, Netherlands},
     editor = {for Computing Machinery, Association},
     series = {Proceedings of the 6th International Conference on Digital Libraries for Musicology (DLfM '19)},
     year = {2019},
     month = nov,
     doi = {10.1145/3358664.3358672},
     pdf = {https://hal.science/hal-02420416v1/file/4_frieler_et_al_DLFM_2019.pdf},
     hal_id = {hal-02420416},
     hal_version = {v1}
   }
   

9. CONDITIONED-U-NET: INTRODUCING A CONTROL MECHANISM IN THE U-NET FOR MULTIPLE SOURCE SEPARATIONS
   Gabriel Meseguer-Brocal, Geoffroy Peeters
   Proceedings of the 20th International Society for Music Information Retrieval Conference, Delft, Netherlands, November 2019.
   

   @inproceedings{meseguerbrocal:hal-02448917,
     title = {{CONDITIONED-U-NET: INTRODUCING A CONTROL MECHANISM IN THE U-NET FOR MULTIPLE SOURCE SEPARATIONS}},
     author = {Meseguer-Brocal, Gabriel and Peeters, Geoffroy},
     url = {https://hal.science/hal-02448917},
     booktitle = {{Proceedings of the 20th International Society for Music Information Retrieval Conference}},
     address = {Delft, Netherlands},
     year = {2019},
     month = nov,
     doi = {10.5281/zenodo.3527766},
     pdf = {https://hal.science/hal-02448917v1/file/1907.01277.pdf},
     hal_id = {hal-02448917},
     hal_version = {v1}
   }
   

10. Cover detection using dominant melody embeddings
    Guillaume Doras, Geoffroy Peeters
    ISMIR 2019, Delft, Netherlands, November 2019.
    

    @inproceedings{doras:hal-02457735,
      title = {{Cover detection using dominant melody embeddings}},
      author = {Doras, Guillaume and Peeters, Geoffroy},
      url = {https://hal.science/hal-02457735},
      booktitle = {{ISMIR 2019}},
      address = {Delft, Netherlands},
      year = {2019},
      month = nov,
      pdf = {https://hal.science/hal-02457735v1/file/Cover%20detection%20using%20dominant%20melody%20embeddings.pdf},
      hal_id = {hal-02457735},
      hal_version = {v1}
    }
    

11. Tracking beats and microtiming in afro-latin american music using conditional random fields and deep learning
    Magdalena Fuentes, Lucas S Maia, Martín Rocamora, Luiz W P Biscainho, Hélène C Crayencour, Slim Essid, Juan P. Bello
    ISMIR, Delft, Netherlands, November 2019.
    

    @inproceedings{fuentes:hal-02419361,
      title = {{Tracking beats and microtiming in afro-latin american music using conditional random fields and deep learning}},
      author = {Fuentes, Magdalena and Maia, Lucas S and Rocamora, Mart{\'i}n and Biscainho, Luiz W P and Crayencour, H{\'e}l{\`e}ne C and Essid, Slim and Bello, Juan P.},
      url = {https://hal.science/hal-02419361},
      booktitle = {{ISMIR}},
      address = {Delft, Netherlands},
      year = {2019},
      month = nov,
      pdf = {https://hal.science/hal-02419361v1/file/2_Microtiming_tracking_final_2.pdf},
      hal_id = {hal-02419361},
      hal_version = {v1}
    }
    

12. DEEP-RHYTHM FOR TEMPO ESTIMATION AND RHYTHM PATTERN RECOGNITION
    Hadrien Foroughmand, Geoffroy Peeters
    International Society for Music Information Retrieval (ISMIR), Delft, Netherlands, November 2019.
    

    @inproceedings{foroughmand:hal-02457638,
      title = {{DEEP-RHYTHM FOR TEMPO ESTIMATION AND RHYTHM PATTERN RECOGNITION}},
      author = {Foroughmand, Hadrien and Peeters, Geoffroy},
      url = {https://hal.science/hal-02457638},
      booktitle = {{International Society for Music Information Retrieval (ISMIR)}},
      address = {Delft, Netherlands},
      year = {2019},
      month = nov,
      pdf = {https://hal.science/hal-02457638v1/file/96_DeepRhythm_cam_ready.pdf},
      hal_id = {hal-02457638},
      hal_version = {v1}
    }
    

13. Supervised Symbolic Music Style Translation Using Synthetic Data
    Ondřej Cífka, Umut Şimşekli, Gael Richard
    20th International Society for Music Information Retrieval Conference (ISMIR), Delft, Netherlands, November 2019.
    

    @inproceedings{cifka:hal-02366954,
      title = {{Supervised Symbolic Music Style Translation Using Synthetic Data}},
      author = {C{\'i}fka, Ond{\v r}ej and {\c S}im{\c s}ekli, Umut and Richard, Gael},
      url = {https://hal.science/hal-02366954},
      booktitle = {{20th International Society for Music Information Retrieval Conference (ISMIR)}},
      address = {Delft, Netherlands},
      year = {2019},
      month = nov,
      doi = {10.5281/zenodo.3527878},
      pdf = {https://hal.science/hal-02366954v1/file/ismir2019_paper_000071.pdf},
      hal_id = {hal-02366954},
      hal_version = {v1}
    }
    

14. From the Token to the Review: A Hierarchical Multimodal approach to Opinion Mining
    Alexandre Garcia, Pierre Colombo, Slim Essid, Florence d’Alché-Buc, Chloé Clavel
    2019 Conference on Empirical Methods in Natural Language Processing, Hong-Kong, China, November 2019.
    

    @inproceedings{garcia:hal-02371140,
      title = {{From the Token to the Review: A Hierarchical Multimodal approach to Opinion Mining}},
      author = {Garcia, Alexandre and Colombo, Pierre and Essid, Slim and d'Alch{\'e}-Buc, Florence and Clavel, Chlo{\'e}},
      url = {https://hal.science/hal-02371140},
      booktitle = {{2019 Conference on Empirical Methods in Natural Language Processing}},
      address = {Hong-Kong, China},
      year = {2019},
      month = nov,
      pdf = {https://hal.science/hal-02371140v1/file/1908.11216.pdf},
      hal_id = {hal-02371140},
      hal_version = {v1}
    }
    

15. SAMBASET: a dataset of historical samba de Enredo recordings for computational music analysis
    Lucas S Maia, Magdalena Fuentes, Luiz W P Biscainho, Martín Rocamora, Slim Essid
    The 20th International Society for Music Information Retrieval Conference, Delft, Netherlands, November 2019.
    

    @inproceedings{maia:hal-02943462,
      title = {{SAMBASET: a dataset of historical samba de Enredo recordings for computational music analysis}},
      author = {Maia, Lucas S and Fuentes, Magdalena and Biscainho, Luiz W P and Rocamora, Mart{\'i}n and Essid, Slim},
      url = {https://hal.science/hal-02943462},
      booktitle = {{The 20th International Society for Music Information Retrieval Conference}},
      address = {Delft, Netherlands},
      year = {2019},
      month = nov,
      pdf = {https://hal.science/hal-02943462v1/file/LM_ISMIR-19.pdf},
      hal_id = {hal-02943462},
      hal_version = {v1}
    }
    

16. Experimenting with Power Divergences for Language Modeling
    Matthieu Labeau, Shay B Cohen
    Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP), Hong Kong, China, November 2019.
    

    @inproceedings{labeau:hal-02912374,
      title = {{Experimenting with Power Divergences for Language Modeling}},
      author = {Labeau, Matthieu and Cohen, Shay B},
      url = {https://hal.science/hal-02912374},
      booktitle = {{Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP)}},
      address = {Hong Kong, China},
      publisher = {{Association for Computational Linguistics}},
      pages = {4102-4112},
      year = {2019},
      month = nov,
      doi = {10.18653/v1/D19-1421},
      hal_id = {hal-02912374},
      hal_version = {v1}
    }
    

17. Weakly informed audio source separation
    Kilian Schulze-Forster, Clément Doire, Gael Richard, Roland Badeau
    WASPAA, New Paltz, New York, United States, October 2019.
    

    @inproceedings{schulzeforster:hal-02280472,
      title = {{Weakly informed audio source separation}},
      author = {Schulze-Forster, Kilian and Doire, Cl{\'e}ment and Richard, Gael and Badeau, Roland},
      url = {https://telecom-paris.hal.science/hal-02280472},
      booktitle = {{WASPAA}},
      address = {New Paltz, New York, United States},
      year = {2019},
      month = oct,
      pdf = {https://telecom-paris.hal.science/hal-02280472v1/file/WASPAA_paper_2019_Kilian_update_July19.pdf},
      hal_id = {hal-02280472},
      hal_version = {v1}
    }
    

18. EEG-BASED DECODING OF AUDITORY ATTENTION TO A TARGET INSTRUMENT IN POLYPHONIC MUSIC
    Giorgia Cantisani, Slim Essid, Gael Richard
    2019 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), New Paltz, NY, United States, October 2019.
    

    @inproceedings{cantisani:hal-02291896,
      title = {{EEG-BASED DECODING OF AUDITORY ATTENTION TO A TARGET INSTRUMENT IN POLYPHONIC MUSIC}},
      author = {Cantisani, Giorgia and Essid, Slim and Richard, Gael},
      url = {https://hal.science/hal-02291896},
      booktitle = {{2019 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA)}},
      address = {New Paltz, NY, United States},
      year = {2019},
      month = oct,
      keywords = {Stimulus reconstruction model ; Polyphonic music ; EEG ; Auditory attention decoding},
      pdf = {https://hal.science/hal-02291896v1/file/MUSIC_AAD.pdf},
      hal_id = {hal-02291896},
      hal_version = {v1}
    }
    

19. IDENTIFY, LOCATE AND SEPARATE: AUDIO-VISUAL OBJECT EXTRACTION IN LARGEVIDEO COLLECTIONS USING WEAK SUPERVISION
    Sanjeel Parekh, Alexey Ozerov, Slim Essid, Ngoc Duong, Patrick Pérez, Gael Richard
    IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), New Paltz, United States, October 2019.
    

    @inproceedings{parekh:hal-02380780,
      title = {{IDENTIFY, LOCATE AND SEPARATE: AUDIO-VISUAL OBJECT EXTRACTION IN LARGEVIDEO COLLECTIONS USING WEAK SUPERVISION}},
      author = {Parekh, Sanjeel and Ozerov, Alexey and Essid, Slim and Duong, Ngoc and P{\'e}rez, Patrick and Richard, Gael},
      url = {https://telecom-paris.hal.science/hal-02380780},
      booktitle = {{IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA)}},
      address = {New Paltz, United States},
      year = {2019},
      month = oct,
      pdf = {https://telecom-paris.hal.science/hal-02380780v1/file/waspaa2019_cdraft-final.pdf},
      hal_id = {hal-02380780},
      hal_version = {v1}
    }
    

20. Handwriting and Drawing Features for Detecting Personality Traits
    Anna Esposito, Terry Amorese, Michele Buonanno, Marialucia Cuciniello, Antonietta Esposito, Marcos Faundez-Zanuy, Laurence Likforman-Sulem, Maria Teresa Riviello, Alda Troncone, Gennaro Cordasco
    2019 10th IEEE International Conference on Cognitive Infocommunications (CogInfoCom), Naples, Italy, October 2019.
    

    @inproceedings{esposito:hal-04277461,
      title = {{Handwriting and Drawing Features for Detecting Personality Traits}},
      author = {Esposito, Anna and Amorese, Terry and Buonanno, Michele and Cuciniello, Marialucia and Esposito, Antonietta and Faundez-Zanuy, Marcos and Likforman-Sulem, Laurence and Riviello, Maria Teresa and Troncone, Alda and Cordasco, Gennaro},
      url = {https://telecom-paris.hal.science/hal-04277461},
      booktitle = {{2019 10th IEEE International Conference on Cognitive Infocommunications (CogInfoCom)}},
      address = {Naples, Italy},
      publisher = {{IEEE}},
      pages = {79-84},
      year = {2019},
      month = oct,
      doi = {10.1109/CogInfoCom47531.2019.9089985},
      keywords = {Task analysis ; Analysis of variance ; Writing ; Feature extraction ; Sea measurements ; Tools ; Conferences},
      hal_id = {hal-04277461},
      hal_version = {v1}
    }
    

21. On Tree-based Methods for Similarity Learning
    Stéphan Clémençon, Robin Vogel
    The Fifth Conference on Machine Learning, Optimization, and Data Science (LOD 2019), Sienne, Italy, Italy, September 2019.
    

    @inproceedings{clemencon:hal-02461801,
      title = {{On Tree-based Methods for Similarity Learning}},
      author = {Cl{\'e}men{\c c}on, St{\'e}phan and Vogel, Robin},
      url = {https://telecom-paris.hal.science/hal-02461801},
      booktitle = {{The Fifth Conference on Machine Learning, Optimization, and Data Science (LOD 2019)}},
      address = {Sienne, Italy, Italy},
      publisher = {{Springer}},
      series = {In: Nicosia G., Pardalos P., Umeton R., Giuffrida G., Sciacca V. (eds) Machine Learning, Optimization, and Data Science. LOD 2019. Lecture Notes in Computer Science, vol 11943. Springer, Cham},
      volume = {11943},
      pages = {676--688},
      year = {2019},
      month = sep,
      keywords = {Metric-learning ; Rate bound analysis ; Similarity learning ; Tree-based algorithms ; U-processes},
      pdf = {https://telecom-paris.hal.science/hal-02461801v1/file/1906.09243.pdf},
      hal_id = {hal-02461801},
      hal_version = {v1}
    }
    

22. How unitizing affects annotation of cohesion
    Eleonora Ceccaldi, Nale Lehmann-Willenbrock, Erica Volta, Mohamed Chetouani, Gualtiero Volpe, Giovanna Varni
    2019 8th International Conference on Affective Computing and Intelligent Interaction (ACII), Cambridge, United Kingdom, September 2019.
    

    @inproceedings{ceccaldi:hal-03152031,
      title = {{How unitizing affects annotation of cohesion}},
      author = {Ceccaldi, Eleonora and Lehmann-Willenbrock, Nale and Volta, Erica and Chetouani, Mohamed and Volpe, Gualtiero and Varni, Giovanna},
      url = {https://hal.sorbonne-universite.fr/hal-03152031},
      booktitle = {{2019 8th International Conference on Affective Computing and Intelligent Interaction (ACII)}},
      address = {Cambridge, United Kingdom},
      publisher = {{IEEE}},
      pages = {1-7},
      year = {2019},
      month = sep,
      doi = {10.1109/ACII.2019.8925527},
      hal_id = {hal-03152031},
      hal_version = {v1}
    }
    

23. Slices of Attention in Asynchronous Video Job Interviews
    Léo Hemamou, Ghazi Felhi, Jean-Claude Martin, Chloé Clavel
    2019 8th International Conference on Affective Computing and Intelligent Interaction (ACII), Cambridge, United Kingdom, September 2019.
    

    @inproceedings{hemamou:hal-02370820,
      title = {{Slices of Attention in Asynchronous Video Job Interviews}},
      author = {Hemamou, L{\'e}o and Felhi, Ghazi and Martin, Jean-Claude and Clavel, Chlo{\'e}},
      url = {https://hal.science/hal-02370820},
      booktitle = {{2019 8th International Conference on Affective Computing and Intelligent Interaction (ACII)}},
      address = {Cambridge, United Kingdom},
      year = {2019},
      month = sep,
      keywords = {-Attention mechanism ; Recurrent neural networks ; thin-slice ; social signals ; job interview},
      pdf = {https://hal.science/hal-02370820v1/file/1909.08845.pdf},
      hal_id = {hal-02370820},
      hal_version = {v1}
    }
    

24. Improving singing voice separation using Deep U-Net and Wave-U-Net with data augmentation
    Alice Cohen-Hadria, Axel Roebel, Geoffroy Peeters
    2019 27th European Signal Processing Conference (EUSIPCO), A Coruna, Spain, September 2019.
    

    @inproceedings{cohenhadria:hal-02457184,
      title = {{Improving singing voice separation using Deep U-Net and Wave-U-Net with data augmentation}},
      author = {Cohen-Hadria, Alice and Roebel, Axel and Peeters, Geoffroy},
      url = {https://hal.science/hal-02457184},
      booktitle = {{2019 27th European Signal Processing Conference (EUSIPCO)}},
      address = {A Coruna, Spain},
      publisher = {{IEEE}},
      pages = {1-5},
      year = {2019},
      month = sep,
      doi = {10.23919/EUSIPCO.2019.8902810},
      hal_id = {hal-02457184},
      hal_version = {v1}
    }
    

25. Cauchy Multichannel Speech Enhancement with a Deep Speech Prior
    Mathieu Fontaine, Aditya Arie Nugraha, Roland Badeau, Kazuyoshi Yoshii, Antoine Liutkus
    EUSIPCO 2019 - 27th European Signal Processing Conference, Coruña, Spain, September 2019.
    

    @inproceedings{fontaine:hal-02288063,
      title = {{Cauchy Multichannel Speech Enhancement with a Deep Speech Prior}},
      author = {Fontaine, Mathieu and Nugraha, Aditya Arie and Badeau, Roland and Yoshii, Kazuyoshi and Liutkus, Antoine},
      url = {https://telecom-paris.hal.science/hal-02288063},
      booktitle = {{EUSIPCO 2019 - 27th European Signal Processing Conference}},
      address = {Coru{\~n}a, Spain},
      hal_local_reference = {MF:EUSIPCO-19},
      publisher = {{IEEE}},
      year = {2019},
      month = sep,
      doi = {10.23919/EUSIPCO.2019.8903091},
      keywords = {Nonnegative matrix factorization ; multivariate complex Cauchy distribution ; Multichannel speech enhancement ; variational autoencoder},
      pdf = {https://telecom-paris.hal.science/hal-02288063v1/file/eusipco-2019-fontaine.pdf},
      hal_id = {hal-02288063},
      hal_version = {v1}
    }
    

26. Learning Methods for RSSI-based Geolocation: A Comparative Study
    Kevin Elgui, Pascal Bianchi, François Portier, Olivier Isson
    27th European Signal Processing Conference (EUSIPCO), A Coruña, Spain, September 2019.
    

    @inproceedings{elgui:hal-02367908,
      title = {{Learning Methods for RSSI-based Geolocation: A Comparative Study}},
      author = {Elgui, Kevin and Bianchi, Pascal and Portier, Fran{\c c}ois and Isson, Olivier},
      url = {https://telecom-paris.hal.science/hal-02367908},
      booktitle = {{27th European Signal Processing Conference (EUSIPCO)}},
      address = {A Coru{\~n}a, Spain},
      publisher = {{IEEE}},
      year = {2019},
      month = sep,
      keywords = {Index Terms-LPWA Network ; maximum likelihood ; LPWA Network ; maximum likeli- hood ; localization ; metric learning},
      pdf = {https://telecom-paris.hal.science/hal-02367908v1/file/Learning_Methods_for_RSSI_based_Geolocation%20%284%29.pdf},
      hal_id = {hal-02367908},
      hal_version = {v1}
    }
    

27. Lower Bound on Frequency Validity of Energy-Stress Tensor Based Diffuse Sound Field Model
    Aidan Meacham, Roland Badeau, Jean-Dominique Polack
    ICA 2019, Aachen, Germany, September 2019.
    

    @inproceedings{meacham:hal-02288565,
      title = {{Lower Bound on Frequency Validity of Energy-Stress Tensor Based Diffuse Sound Field Model}},
      author = {Meacham, Aidan and Badeau, Roland and Polack, Jean-Dominique},
      url = {https://telecom-paris.hal.science/hal-02288565},
      booktitle = {{ICA 2019}},
      address = {Aachen, Germany},
      hal_local_reference = {AM:ICA-19},
      year = {2019},
      month = sep,
      doi = {10.18154/RWTH-CONV-239324},
      keywords = {room acoustics ; finite difference methods ; diffuse field},
      hal_id = {hal-02288565},
      hal_version = {v1}
    }
    

28. Visual Representation of Online Handwriting Time Series for Deep Learning Parkinson’s Disease Detection
    Catherine Taleb, Maha Khachab, Chafic Mokbel, Laurence Likforman-Sulem
    2019 International Conference on Document Analysis and Recognition Workshops (ICDARW), Sydney, Australia, September 2019.
    

    @inproceedings{taleb:hal-02437207,
      title = {{Visual Representation of Online Handwriting Time Series for Deep Learning Parkinson's Disease Detection}},
      author = {Taleb, Catherine and Khachab, Maha and Mokbel, Chafic and Likforman-Sulem, Laurence},
      url = {https://hal.science/hal-02437207},
      booktitle = {{2019 International Conference on Document Analysis and Recognition Workshops (ICDARW)}},
      address = {Sydney, Australia},
      publisher = {{IEEE}},
      pages = {25-30},
      year = {2019},
      month = sep,
      doi = {10.1109/ICDARW.2019.50111},
      keywords = {Time series analysis ; Task analysis ; Spectrogram ; Deep learning ; Visualization ; Parkinson's disease ; Feature extraction},
      hal_id = {hal-02437207},
      hal_version = {v1}
    }
    

29. Implementation of Sources in an Energy-Stress Tensor Based Diffuse Sound Field Model
    Aidan Meacham, Roland Badeau, Jean-Dominique Polack
    International Symposium on Room Acoustics, Amsterdam, Netherlands, September 2019.
    

    @inproceedings{meacham:hal-02495516,
      title = {{Implementation of Sources in an Energy-Stress Tensor Based Diffuse Sound Field Model}},
      author = {Meacham, Aidan and Badeau, Roland and Polack, Jean-Dominique},
      url = {https://hal.science/hal-02495516},
      booktitle = {{International Symposium on Room Acoustics}},
      address = {Amsterdam, Netherlands},
      year = {2019},
      month = sep,
      doi = {10.18154/RWTH-CONV-240108},
      keywords = {room acoustics ; finite difference methods ; diffuse field},
      pdf = {https://hal.science/hal-02495516v1/file/000020.pdf},
      hal_id = {hal-02495516},
      hal_version = {v1}
    }
    

30. Decoding auditory attention in polyphonic music based on EEG: a new dataset and a preliminary study
    Giorgia Cantisani, Slim Essid, Gael Richard
    Auditory EEG Signal Processing (AESoP) symposium, Leuven, Belgium, September 2019.
    

    @inproceedings{cantisani:hal-03175885,
      title = {{Decoding auditory attention in polyphonic music based on EEG: a new dataset and a preliminary study}},
      author = {Cantisani, Giorgia and Essid, Slim and Richard, Gael},
      url = {https://hal.science/hal-03175885},
      booktitle = {{Auditory EEG Signal Processing (AESoP) symposium}},
      address = {Leuven, Belgium},
      year = {2019},
      month = sep,
      hal_id = {hal-03175885},
      hal_version = {v1}
    }
    

31. Trade-offs in Large-Scale Distributed Tuplewise Estimation and Learning
    Robin Vogel, Aurélien Bellet, Stéphan Clémençon, Ons Jelassi, Guillaume Papa
    ECML PKDD 2019 - European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Würzburg, Germany, September 2019.
    

    @inproceedings{vogel:hal-02166428,
      title = {{Trade-offs in Large-Scale Distributed Tuplewise Estimation and Learning}},
      author = {Vogel, Robin and Bellet, Aur{\'e}lien and Cl{\'e}men{\c c}on, St{\'e}phan and Jelassi, Ons and Papa, Guillaume},
      url = {https://inria.hal.science/hal-02166428},
      booktitle = {{ECML PKDD 2019 - European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases}},
      address = {W{\"u}rzburg, Germany},
      publisher = {{Springer}},
      volume = {11907},
      pages = {229--245},
      year = {2019},
      month = sep,
      keywords = {Distributed Machine Learning ; Distributed Data Processing ; U-Statistics ; AUC Optimization},
      pdf = {https://inria.hal.science/hal-02166428v1/file/ecml19.pdf},
      hal_id = {hal-02166428},
      hal_version = {v1}
    }
    

32. MAD-EEG: an EEG dataset for decoding auditory attention to a target instrument in polyphonic music
    Giorgia Cantisani, Gabriel Trégoat, Slim Essid, Gael Richard
    Speech, Music and Mind (SMM), Satellite Workshop of Interspeech 2019, Vienna, Austria, September 2019.
    

    @inproceedings{cantisani:hal-02291882,
      title = {{MAD-EEG: an EEG dataset for decoding auditory attention to a target instrument in polyphonic music}},
      author = {Cantisani, Giorgia and Tr{\'e}goat, Gabriel and Essid, Slim and Richard, Gael},
      url = {https://hal.science/hal-02291882},
      booktitle = {{Speech, Music and Mind (SMM), Satellite Workshop of Interspeech 2019}},
      address = {Vienna, Austria},
      year = {2019},
      month = sep,
      keywords = {Polyphonic music ; EEG ; Auditory attention},
      pdf = {https://hal.science/hal-02291882v3/file/MAD-EEG.pdf},
      hal_id = {hal-02291882},
      hal_version = {v3}
    }
    

33. Generalized formulation of acoustics
    Jean-Dominique Polack, Aidan Meacham, Roland Badeau
    Congrès Français de Mécanique, Brest, France, August 2019.
    

    @inproceedings{polack:hal-02288067,
      title = {{Generalized formulation of acoustics}},
      author = {Polack, Jean-Dominique and Meacham, Aidan and Badeau, Roland},
      url = {https://telecom-paris.hal.science/hal-02288067},
      booktitle = {{Congr{\`e}s Fran{\c c}ais de M{\'e}canique}},
      address = {Brest, France},
      hal_local_reference = {JDP:CFM-19},
      year = {2019},
      month = aug,
      keywords = {eneral linear acoustics ; generalized coordinates ; absorption ; conservation of energy},
      hal_id = {hal-02288067},
      hal_version = {v1}
    }
    

34. Factorisation Matricielle Semi Non-Négative: Applicationà la Décomposition de Consommations Electriques
    Simon Henriet, Umut Şimşekli, Sérgio F. Santos, Benoît Fuentes, Gael Richard
    Colloque francophonede traitement du signal et des images (GRETSI), Lille, France, August 2019.
    

    @inproceedings{henriet:hal-02381367,
      title = {{Factorisation Matricielle Semi Non-N{\'e}gative: Application{\`a} la D{\'e}composition de Consommations Electriques}},
      author = {Henriet, Simon and {\c S}im{\c s}ekli, Umut and Santos, S{\'e}rgio F. and Fuentes, Beno{\^i}t and Richard, Gael},
      url = {https://telecom-paris.hal.science/hal-02381367},
      booktitle = {{Colloque francophonede traitement du signal et des images (GRETSI)}},
      address = {Lille, France},
      year = {2019},
      month = aug,
      pdf = {https://telecom-paris.hal.science/hal-02381367v1/file/2019_GRETSI.pdf},
      hal_id = {hal-02381367},
      hal_version = {v1}
    }
    

35. Gesture Class Prediction by Recurrent Neural Network and Attention Mechanism
    Fajrian Yunus, Chloé Clavel, Catherine Pelachaud
    ACM International Conference on Intelligent Virtual Agents, Paris, France, July 2019.
    

    @inproceedings{yunus:hal-02382428,
      title = {{Gesture Class Prediction by Recurrent Neural Network and Attention Mechanism}},
      author = {Yunus, Fajrian and Clavel, Chlo{\'e} and Pelachaud, Catherine},
      url = {https://hal.science/hal-02382428},
      booktitle = {{ACM International Conference on Intelligent Virtual Agents}},
      address = {Paris, France},
      publisher = {{ACM Press}},
      pages = {233-235},
      year = {2019},
      month = jul,
      doi = {10.1145/3308532.3329458},
      hal_id = {hal-02382428},
      hal_version = {v1}
    }
    

36. Deep Learning for Agricultural Land Detection in Insular Areas
    Eleni Charou, George Felekis, Danai Bournou Stavroulopoulou, Maria Koutsoukou, Antigoni Panagiotopoulou, Yorghos Voutos, Emmanuel Bratsolis, Phivos Mylonas, Laurence Likforman-Sulem
    2019 10th International Conference on Information, Intelligence, Systems and Applications (IISA), Patras, Greece, July 2019.
    

    @inproceedings{charou:hal-04289665,
      title = {{Deep Learning for Agricultural Land Detection in Insular Areas}},
      author = {Charou, Eleni and Felekis, George and Stavroulopoulou, Danai Bournou and Koutsoukou, Maria and Panagiotopoulou, Antigoni and Voutos, Yorghos and Bratsolis, Emmanuel and Mylonas, Phivos and Likforman-Sulem, Laurence},
      url = {https://telecom-paris.hal.science/hal-04289665},
      booktitle = {{2019 10th International Conference on Information, Intelligence, Systems and Applications (IISA)}},
      address = {Patras, Greece},
      publisher = {{IEEE}},
      pages = {1-4},
      year = {2019},
      month = jul,
      doi = {10.1109/IISA.2019.8900670},
      keywords = {Training ; Agriculture ; Testing ; Satellites ; Informatics ; Convolutional neural networks ; Deep learning},
      hal_id = {hal-04289665},
      hal_version = {v1}
    }
    

37. Benchmarking GNN-CMA-ES on the BBOB noiseless testbed
    Louis Faury, Clément Calauzènes, Olivier Fercoq
    the Genetic and Evolutionary Computation Conference Companion, Prague, Czech Republic, July 2019.
    

    @inproceedings{faury:hal-02269139,
      title = {{Benchmarking GNN-CMA-ES on the BBOB noiseless testbed}},
      author = {Faury, Louis and Calauz{\`e}nes, Cl{\'e}ment and Fercoq, Olivier},
      url = {https://hal.science/hal-02269139},
      booktitle = {{the Genetic and Evolutionary Computation Conference Companion}},
      address = {Prague, Czech Republic},
      publisher = {{ACM Press}},
      pages = {1928-1936},
      year = {2019},
      month = jul,
      hal_id = {hal-02269139},
      hal_version = {v1}
    }
    

38. Accelerated Stochastic Matrix Inversion: General Theory and Speeding up BFGS Rules for Faster Second-Order Optimization
    Robert M Gower, Filip Hanzely, Peter Richtárik, Sebastian U Stich
    International Conference on Machine Learning, Los Angeles, United States, June 2019.
    

    @inproceedings{gower:hal-02365327,
      title = {{Accelerated Stochastic Matrix Inversion: General Theory and Speeding up BFGS Rules for Faster Second-Order Optimization}},
      author = {Gower, Robert M and Hanzely, Filip and Richt{\'a}rik, Peter and Stich, Sebastian U},
      url = {https://telecom-paris.hal.science/hal-02365327},
      booktitle = {{International Conference on Machine Learning}},
      address = {Los Angeles, United States},
      year = {2019},
      month = jun,
      pdf = {https://telecom-paris.hal.science/hal-02365327v1/file/7434-accelerated-stochastic-matrix-inversion-general-theory-and-speeding-up-bfgs-rules-for-faster-second-order-optimization.pdf},
      hal_id = {hal-02365327},
      hal_version = {v1}
    }
    

39. On Medians of (Randomized) Pairwise Means
    Pierre Laforgue, Stéphan Clémençon, Patrice Bertail
    The 36th International Conference on Machine Learning, Long Beach (CA), United States, June 2019.
    

    @inproceedings{laforgue:hal-02463910,
      title = {{On Medians of (Randomized) Pairwise Means}},
      author = {Laforgue, Pierre and Cl{\'e}men{\c c}on, St{\'e}phan and Bertail, Patrice},
      url = {https://telecom-paris.hal.science/hal-02463910},
      booktitle = {{The 36th International Conference on Machine Learning}},
      address = {Long Beach (CA), United States},
      series = {Proceedings of Machine Learning Research},
      volume = {97},
      pages = {1272-1281},
      year = {2019},
      month = jun,
      pdf = {https://telecom-paris.hal.science/hal-02463910v1/file/clemencon19a.pdf},
      hal_id = {hal-02463910},
      hal_version = {v1}
    }
    

40. A Tail-Index Analysis of Stochastic Gradient Noise in Deep Neural Networks
    Umut Şimşekli, Levent Sagun, Mert Gurbuzbalaban
    International Conference on Machine Learning, Long Beach, United States, June 2019.
    

    @inproceedings{imekli:hal-03269101,
      title = {{A Tail-Index Analysis of Stochastic Gradient Noise in Deep Neural Networks}},
      author = {{\c S}im{\c s}ekli, Umut and Sagun, Levent and Gurbuzbalaban, Mert},
      url = {https://hal.science/hal-03269101},
      booktitle = {{International Conference on Machine Learning}},
      address = {Long Beach, United States},
      year = {2019},
      month = jun,
      hal_id = {hal-03269101},
      hal_version = {v1}
    }
    

41. Probabilistic Permutation Synchronization using the Riemannian Structure of the Birkhoff Polytope
    Tolga Birdal, Umut Şimşekli
    International Conference on Computer Vision and Pattern Recognition, Long Beach, United States, June 2019.
    

    @inproceedings{birdal:hal-03269089,
      title = {{Probabilistic Permutation Synchronization using the Riemannian Structure of the Birkhoff Polytope}},
      author = {Birdal, Tolga and {\c S}im{\c s}ekli, Umut},
      url = {https://hal.science/hal-03269089},
      booktitle = {{International Conference on Computer Vision and Pattern Recognition}},
      address = {Long Beach, United States},
      year = {2019},
      month = jun,
      hal_id = {hal-03269089},
      hal_version = {v1}
    }
    

42. Non-Asymptotic Analysis of Fractional Langevin Monte Carlo for Non-Convex Optimization
    Thanh Huy Nguyen, Umut Şimşekli, Gael Richard
    International Conference on Machine Learning (ICML), Long Beach, United States, June 2019.
    

    @inproceedings{nguyen:hal-02346147,
      title = {{Non-Asymptotic Analysis of Fractional Langevin Monte Carlo for Non-Convex Optimization}},
      author = {Nguyen, Thanh Huy and {\c S}im{\c s}ekli, Umut and Richard, Gael},
      url = {https://telecom-paris.hal.science/hal-02346147},
      booktitle = {{International Conference on Machine Learning (ICML)}},
      address = {Long Beach, United States},
      year = {2019},
      month = jun,
      pdf = {https://telecom-paris.hal.science/hal-02346147v1/file/nguyen19c.pdf},
      hal_id = {hal-02346147},
      hal_version = {v1}
    }
    

43. SGD: General Analysis and Improved Rates
    Robert M Gower, Nicolas Loizou, Xun Qian, Alibek Sailanbayev, Egor Shulgin, Peter Richtárik
    International Conference on Machine Learning, Los Angeles, United States, June 2019.
    

    @inproceedings{gower:hal-02365318,
      title = {{SGD: General Analysis and Improved Rates}},
      author = {Gower, Robert M and Loizou, Nicolas and Qian, Xun and Sailanbayev, Alibek and Shulgin, Egor and Richt{\'a}rik, Peter},
      url = {https://telecom-paris.hal.science/hal-02365318},
      booktitle = {{International Conference on Machine Learning}},
      address = {Los Angeles, United States},
      year = {2019},
      month = jun,
      pdf = {https://telecom-paris.hal.science/hal-02365318v1/file/qian19b.pdf},
      hal_id = {hal-02365318},
      hal_version = {v1}
    }
    

44. A Music Structure Informed Downbeat Tracking System Using Skip-chain Conditional Random Fields and Deep Learning
    Magdalena Fuentes, Brian Mcfee, Helene-Camille Crayencour, Slim Essid, Juan P. Bello
    2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2019), Brighton, United Kingdom, May 2019.
    

    @inproceedings{fuentes:hal-02420403,
      title = {{A Music Structure Informed Downbeat Tracking System Using Skip-chain Conditional Random Fields and Deep Learning}},
      author = {Fuentes, Magdalena and Mcfee, Brian and Crayencour, Helene-Camille and Essid, Slim and Bello, Juan P.},
      url = {https://hal.science/hal-02420403},
      booktitle = {{2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2019)}},
      address = {Brighton, United Kingdom},
      year = {2019},
      month = may,
      doi = {10.1109/icassp.2019.8682870},
      pdf = {https://hal.science/hal-02420403v1/file/6_Structure_downbeat_cready.pdf},
      hal_id = {hal-02420403},
      hal_version = {v1}
    }
    

45. Speech enhancement with variational autoencoders and alpha-stable distributions
    Simon Leglaive, Umut Şimşekli, Antoine Liutkus, Laurent Girin, Radu Horaud
    ICASSP 2019 - 44th IEEE International Conference on Acoustics, Speech and Signal Processing, Brighton, United Kingdom, May 2019.
    

    @inproceedings{leglaive:hal-02005106,
      title = {{Speech enhancement with variational autoencoders and alpha-stable distributions}},
      author = {Leglaive, Simon and {\c S}im{\c s}ekli, Umut and Liutkus, Antoine and Girin, Laurent and Horaud, Radu},
      url = {https://inria.hal.science/hal-02005106},
      booktitle = {{ICASSP 2019 - 44th IEEE International Conference on Acoustics, Speech and Signal Processing}},
      address = {Brighton, United Kingdom},
      publisher = {{IEEE}},
      pages = {541-545},
      year = {2019},
      month = may,
      doi = {10.1109/ICASSP.2019.8682546},
      keywords = {Monte Carlo expectation-maximization ; Variational autoencoders ; Alpha-stable distribution ; Speech enhancement},
      pdf = {https://inria.hal.science/hal-02005106v1/file/LSLGH-icassp2019.pdf},
      hal_id = {hal-02005106},
      hal_version = {v1}
    }
    

46. Singing Voice Separation: A Study on Training Data
    Laure Prétet, Romain Hennequin, Jimena Royo-Letelier, Andrea Vaglio
    ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Brighton, United Kingdom, May 2019.
    

    @inproceedings{pretet:hal-02372076,
      title = {{Singing Voice Separation: A Study on Training Data}},
      author = {Pr{\'e}tet, Laure and Hennequin, Romain and Royo-Letelier, Jimena and Vaglio, Andrea},
      url = {https://telecom-paris.hal.science/hal-02372076},
      booktitle = {{ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)}},
      address = {Brighton, United Kingdom},
      publisher = {{IEEE}},
      pages = {506-510},
      year = {2019},
      month = may,
      doi = {10.1109/ICASSP.2019.8683555},
      keywords = {Index Terms-source separation ; supervised learning ; training data ; data augmentation},
      pdf = {https://telecom-paris.hal.science/hal-02372076v1/file/Singing_voice_separation_a_study_on_training_data_camera_ready_version.pdf},
      hal_id = {hal-02372076},
      hal_version = {v1}
    }
    

47. A LSTM Approach to Detection of Autonomous Vehicle Hijacking
    Naman Singh Negi, Ons Jelassi, Stéphan Clémençon, Sebastian Fischmeister
    5th International Conference on Vehicle Technology and Intelligent Transport Systems (VEHITS 2019), Heraklion, Greece, May 2019.
    

    @inproceedings{singhnegi:hal-02461824,
      title = {{A LSTM Approach to Detection of Autonomous Vehicle Hijacking}},
      author = {Singh Negi, Naman and Jelassi, Ons and Cl{\'e}men{\c c}on, St{\'e}phan and Fischmeister, Sebastian},
      url = {https://telecom-paris.hal.science/hal-02461824},
      booktitle = {{5th International Conference on Vehicle Technology and Intelligent Transport Systems (VEHITS 2019)}},
      address = {Heraklion, Greece},
      publisher = {{SCITEPRESS - Science and Technology Publications}},
      volume = {1},
      pages = {475-482},
      year = {2019},
      month = may,
      doi = {10.5220/0007726004750482},
      keywords = {Anomaly ; Anomaly Detection ; Recurrent Neural Networks ; Long Short-term Memory},
      hal_id = {hal-02461824},
      hal_version = {v1}
    }
    

48. Autoencoding any Data through Kernel Autoencoders
    Pierre Laforgue, Florence d’Alché-Buc, Stéphan Clémençon
    AISTATS, Okinawa, Japan, April 2019.
    

    @inproceedings{laforgue:hal-02288519,
      title = {{Autoencoding any Data through Kernel Autoencoders}},
      author = {Laforgue, Pierre and d'Alch{\'e}-Buc, Florence and Cl{\'e}men{\c c}on, St{\'e}phan},
      url = {https://telecom-paris.hal.science/hal-02288519},
      booktitle = {{AISTATS}},
      address = {Okinawa, Japan},
      hal_local_reference = {SC:AISTATS-19},
      year = {2019},
      month = apr,
      hal_id = {hal-02288519},
      hal_version = {v1}
    }
    

49. Dimensionality Reduction and (Bucket) Ranking: a Mass Transportation Approach
    Stéphan Clémençon, Mastane Achab, Anna Korba
    ALT 2019 : The 30th International Conference on Algorithmic Learning Theory, Chicago, United States, March 2019.
    

    @inproceedings{clemencon:hal-02288552,
      title = {{Dimensionality Reduction and (Bucket) Ranking: a Mass Transportation Approach}},
      author = {Cl{\'e}men{\c c}on, St{\'e}phan and Achab, Mastane and Korba, Anna},
      url = {https://telecom-paris.hal.science/hal-02288552},
      booktitle = {{ALT 2019 : The 30th International Conference on Algorithmic Learning Theory}},
      address = {Chicago, United States},
      hal_local_reference = {SC:ALT-19},
      volume = {98},
      pages = {1-30},
      year = {2019},
      month = mar,
      hal_id = {hal-02288552},
      hal_version = {v1}
    }
    

50. On Fair Cost Sharing Games in Machine Learning
    Ievgen Redko, Charlotte Laclau
    AAAI Conference on Artificial Intelligence, Honolulu, United States, January 2019.
    

    @inproceedings{redko:hal-02051399,
      title = {{On Fair Cost Sharing Games in Machine Learning}},
      author = {Redko, Ievgen and Laclau, Charlotte},
      url = {https://hal.science/hal-02051399},
      booktitle = {{AAAI Conference on Artificial Intelligence}},
      address = {Honolulu, United States},
      publisher = {{AAAI Press}},
      volume = {33},
      number = {01},
      pages = {4790-4797},
      year = {2019},
      month = jan,
      doi = {10.1609/aaai.v33i01.33014790},
      pdf = {https://hal.science/hal-02051399v1/file/_CR_AAAI.pdf},
      hal_id = {hal-02051399},
      hal_version = {v1}
    }
    

51. HireNet: A Hierarchical Attention Model for the Automatic Analysis of Asynchronous Video Job Interviews
    Léo Hemamou, Ghazi Felhi, Vincent Vandenbussche, Jean-Claude Martin, Chloé Clavel
    Thirty-Third AAAI Conference on Artificial Intelligence, Honolulu, United States, January 2019.
    

    @inproceedings{hemamou:hal-02370842,
      title = {{HireNet: A Hierarchical Attention Model for the Automatic Analysis of Asynchronous Video Job Interviews}},
      author = {Hemamou, L{\'e}o and Felhi, Ghazi and Vandenbussche, Vincent and Martin, Jean-Claude and Clavel, Chlo{\'e}},
      url = {https://hal.science/hal-02370842},
      booktitle = {{Thirty-Third AAAI Conference on Artificial Intelligence}},
      address = {Honolulu, United States},
      volume = {33},
      pages = {573-581},
      year = {2019},
      month = jan,
      doi = {10.1609/aaai.v33i01.3301573},
      pdf = {https://hal.science/hal-02370842v1/file/1907.11062.pdf},
      hal_id = {hal-02370842},
      hal_version = {v1}
    }
    

52. On the use of U-Net for dominant melody estimation in polyphonic music
    Guillaume Doras, Philippe Esling, Geoffroy Peeters
    MMRP 2019, Milano, Italy, January 2019.
    

    @inproceedings{doras:hal-02457728,
      title = {{On the use of U-Net for dominant melody estimation in polyphonic music}},
      author = {Doras, Guillaume and Esling, Philippe and Peeters, Geoffroy},
      url = {https://hal.science/hal-02457728},
      booktitle = {{MMRP 2019}},
      address = {Milano, Italy},
      year = {2019},
      month = jan,
      keywords = {pitch estimation ; HCQT ; U-Net ; dominant melody estimation},
      pdf = {https://hal.science/hal-02457728v1/file/On%20the%20use%20of%20U-Net%20for%20dominant%20melody%20estimation.pdf},
      hal_id = {hal-02457728},
      hal_version = {v1}
    }
    

53. Safe Grid Search with Optimal Complexity
    Eugene Ndiaye, Tam Le, Olivier Fercoq, Joseph Salmon, Ichiro Takeuchi
    International Conference on Machine Learning, Long Beach, United States, 2019.
    

    @inproceedings{ndiaye:hal-01900037,
      title = {{Safe Grid Search with Optimal Complexity}},
      author = {Ndiaye, Eugene and Le, Tam and Fercoq, Olivier and Salmon, Joseph and Takeuchi, Ichiro},
      url = {https://hal.science/hal-01900037},
      booktitle = {{International Conference on Machine Learning}},
      address = {Long Beach, United States},
      series = {Proceedings of the 36th International Conference on Machine Learning},
      volume = {97},
      year = {2019},
      pdf = {https://hal.science/hal-01900037v1/file/1810.05471.pdf},
      hal_id = {hal-01900037},
      hal_version = {v1}
    }
    

54. Improving Deep Learning Parkinson’s Disease Detection Through Data Augmentation Training
    Catherine Taleb, Laurence Likforman-Sulem, Chafic Mokbel
    MedPRAI 2019, Istamboul, Turkey, 2019.
    

    @inproceedings{taleb:hal-04267912,
      title = {{Improving Deep Learning Parkinson's Disease Detection Through Data Augmentation Training}},
      author = {Taleb, Catherine and Likforman-Sulem, Laurence and Mokbel, Chafic},
      url = {https://telecom-paris.hal.science/hal-04267912},
      booktitle = {{MedPRAI 2019}},
      address = {Istamboul, Turkey},
      publisher = {{Springer International Publishing}},
      series = {Communications in Computer and Information Science},
      volume = {1144},
      pages = {79-93},
      year = {2019},
      doi = {10.1007/978-3-030-37548-5\_7},
      keywords = {PDMultiMC dataset ; Parkinson's disease (PD) ; CNN ; CNN-BLSTM ; Handwriting ; Data augmentation ; Transfer learning},
      hal_id = {hal-04267912},
      hal_version = {v1}
    }
    

55. A Conditional Gradient-Based Augmented Lagrangian Framework
    Alp Yurtsever, Olivier Fercoq, Volkan Cevher
    International Conference on Machine Learning, Long Beach, United States, 2019. Submitted to....
    

    @inproceedings{yurtsever:hal-02007601,
      title = {{A Conditional Gradient-Based Augmented Lagrangian Framework}},
      author = {Yurtsever, Alp and Fercoq, Olivier and Cevher, Volkan},
      url = {https://hal.science/hal-02007601},
      note = {Submitted to 22nd International Conference on Artificial Intelligence and Statistics},
      booktitle = {{International Conference on Machine Learning}},
      address = {Long Beach, United States},
      series = {Proceedings of the 36th International Conference on Machine Learning},
      volume = {97},
      year = {2019},
      hal_id = {hal-02007601},
      hal_version = {v1}
    }
    

56. Almost surely constrained convex optimization
    Olivier Fercoq, Ahmet Alacaoglu, Ion Necoara, Volkan Cevher
    International Conference on Machine Learning, Long Beach, United States, 2019.
    

    @inproceedings{fercoq:hal-02007623,
      title = {{Almost surely constrained convex optimization}},
      author = {Fercoq, Olivier and Alacaoglu, Ahmet and Necoara, Ion and Cevher, Volkan},
      url = {https://hal.science/hal-02007623},
      booktitle = {{International Conference on Machine Learning}},
      address = {Long Beach, United States},
      series = {Proceedings of the 36th International Conference on Machine Learning},
      volume = {97},
      pages = {1910-1919},
      year = {2019},
      hal_id = {hal-02007623},
      hal_version = {v1}
    }
    

Journal Articles

1. Weakly Supervised Representation Learning for Audio-Visual Scene Analysis
   Sanjeel Parekh, Slim Essid, Alexey Ozerov, Ngoc Q. K. Duong, Patrick Pérez, Gael Richard
   IEEE/ACM Transactions on Audio, Speech and Language Processing, December 2019.
   

   @article{parekh:hal-02399993,
     title = {{Weakly Supervised Representation Learning for Audio-Visual Scene Analysis}},
     author = {Parekh, Sanjeel and Essid, Slim and Ozerov, Alexey and Duong, Ngoc Q. K. and P{\'e}rez, Patrick and Richard, Gael},
     url = {https://telecom-paris.hal.science/hal-02399993},
     journal = {{IEEE/ACM Transactions on Audio, Speech and Language Processing}},
     publisher = {{Institute of Electrical and Electronics Engineers}},
     year = {2019},
     month = dec,
     keywords = {Index Terms-Multimodal classification ; sound event detection ; object localization ; multiple instance learning ; deep learning ; audio-visual fusion},
     pdf = {https://telecom-paris.hal.science/hal-02399993v1/file/2019-IEEE_TASLP_Parekh.pdf},
     hal_id = {hal-02399993},
     hal_version = {v1}
   }
   

2. Sharp exponential inequalities in survey sampling : conditional Poisson sampling schemes,
   Patrice Bertail, Stéphan Clémençon
   Bernoulli, November 2019.
   

   @article{bertail:hal-01709825,
     title = {{ Sharp exponential inequalities in survey sampling : conditional Poisson sampling schemes,}},
     author = {Bertail, Patrice and Cl{\'e}men{\c c}on, St{\'e}phan},
     url = {https://hal.science/hal-01709825},
     journal = {{Bernoulli}},
     publisher = {{Bernoulli Society for Mathematical Statistics and Probability}},
     volume = {25},
     number = {4B},
     year = {2019},
     month = nov,
     doi = {10.3150/18-BEJ1101},
     hal_id = {hal-01709825},
     hal_version = {v1}
   }
   

3. Bernstein-type exponential inequalities in survey sampling: Conditional Poisson sampling schemes
   Patrice Bertail, Stéphan Clémençon
   Bernoulli, November 2019.
   

   @article{bertail:hal-03148343,
     title = {{Bernstein-type exponential inequalities in survey sampling: Conditional Poisson sampling schemes}},
     author = {Bertail, Patrice and Cl{\'e}men{\c c}on, St{\'e}phan},
     url = {https://hal.science/hal-03148343},
     journal = {{Bernoulli}},
     publisher = {{Bernoulli Society for Mathematical Statistics and Probability}},
     volume = {25},
     number = {4B},
     pages = {3527-3554},
     year = {2019},
     month = nov,
     doi = {10.3150/18-BEJ1101},
     hal_id = {hal-03148343},
     hal_version = {v1}
   }
   

4. Independent-Variation Matrix Factorization With Application to Energy Disaggregation
   Simon Henriet, Umut Şimşekli, Sérgio F. Santos, Benoît Fuentes, Gael Richard
   IEEE Signal Processing Letters, November 2019.
   

   @article{henriet:hal-02307248,
     title = {{Independent-Variation Matrix Factorization With Application to Energy Disaggregation}},
     author = {Henriet, Simon and {\c S}im{\c s}ekli, Umut and Santos, S{\'e}rgio F. and Fuentes, Beno{\^i}t and Richard, Gael},
     url = {https://telecom-paris.hal.science/hal-02307248},
     journal = {{IEEE Signal Processing Letters}},
     publisher = {{Institute of Electrical and Electronics Engineers}},
     volume = {26},
     number = {11},
     pages = {1643-1647},
     year = {2019},
     month = nov,
     doi = {10.1109/LSP.2019.2941428},
     keywords = {Dictionary Learning ; Semi-Nonnegative Matrix Factorization ; Independent Component Analysis ; Total Variation ; Non-Intrusive Load Monitoring},
     pdf = {https://telecom-paris.hal.science/hal-02307248v1/file/2019_TVSNMF_IEEE_SPL.pdf},
     hal_id = {hal-02307248},
     hal_version = {v1}
   }
   

5. Rademacher complexity for Markov chains: Applications to kernel smoothing and Metropolis–Hastings
   Patrice Bertail, François Portier
   Bernoulli, November 2019.
   

   @article{bertail:hal-03148361,
     title = {{Rademacher complexity for Markov chains: Applications to kernel smoothing and Metropolis--Hastings}},
     author = {Bertail, Patrice and Portier, Fran{\c c}ois},
     url = {https://hal.science/hal-03148361},
     journal = {{Bernoulli}},
     publisher = {{Bernoulli Society for Mathematical Statistics and Probability}},
     volume = {25},
     number = {4B},
     pages = {3912-3938},
     year = {2019},
     month = nov,
     doi = {10.3150/19-BEJ1115},
     hal_id = {hal-03148361},
     hal_version = {v1}
   }
   

6. A meta-analysis of 1,119 manipulative experiments on terrestrial carbon-cycling responses to global change
   Jian Song, Shiqiang Wan, Shilong Piao, Alan Knapp, Aimée T Classen, Sara Vicca, Philippe Ciais, Mark Hovenden, Sébastian Leuzinger, Claus Beier, Paul Kardol, Jianyang Xia, Qiang Liu, Jingyi Ru, Zhenxing Zhou, Yiqi Luo, Dali Guo, J. Adam Langley, Jakob Zscheischler, Jeffrey Dukes, Jianwu Tang, Jiquan Chen, Kirsten Hofmockel, Lara Kueppers, Lindsey Rustad, Lingli Liu, Melinda Smith, Pamela Templer, R. Quinn Thomas, Richard Norby, Richard Phillips, Shuli Niu, Simone Fatichi, Yingping Wang, Pengshuai Shao, Hongyan Han, Dandan Wang, Lingjie Lei, Jiali Wang, Xiaona Li, Qian Zhang, Xiaoming Li, Fanglong Su, Bin Liu, Fan Yang, Gaigai Ma, Guoyong Li, Yanchun Liu, Yinzhan Liu, Zhongling Yang, Kesheng Zhang, Yuan Miao, Mengjun Hu, Chuang Yan, Ang Zhang, Mingxing Zhong, Yan Hui, Ying Li, Mengmei Zheng
   Nature Ecology & Evolution, September 2019.
   

   @article{song:hal-02895173,
     title = {{A meta-analysis of 1,119 manipulative experiments on terrestrial carbon-cycling responses to global change}},
     author = {Song, Jian and Wan, Shiqiang and Piao, Shilong and Knapp, Alan and Classen, Aim{\'e}e T and Vicca, Sara and Ciais, Philippe and Hovenden, Mark and Leuzinger, S{\'e}bastian and Beier, Claus and Kardol, Paul and Xia, Jianyang and Liu, Qiang and Ru, Jingyi and Zhou, Zhenxing and Luo, Yiqi and Guo, Dali and Adam Langley, J. and Zscheischler, Jakob and Dukes, Jeffrey and Tang, Jianwu and Chen, Jiquan and Hofmockel, Kirsten and Kueppers, Lara and Rustad, Lindsey and Liu, Lingli and Smith, Melinda and Templer, Pamela and Quinn Thomas, R. and Norby, Richard and Phillips, Richard and Niu, Shuli and Fatichi, Simone and Wang, Yingping and Shao, Pengshuai and Han, Hongyan and Wang, Dandan and Lei, Lingjie and Wang, Jiali and Li, Xiaona and Zhang, Qian and Li, Xiaoming and Su, Fanglong and Liu, Bin and Yang, Fan and Ma, Gaigai and Li, Guoyong and Liu, Yanchun and Liu, Yinzhan and Yang, Zhongling and Zhang, Kesheng and Miao, Yuan and Hu, Mengjun and Yan, Chuang and Zhang, Ang and Zhong, Mingxing and Hui, Yan and Li, Ying and Zheng, Mengmei},
     url = {https://hal.science/hal-02895173},
     journal = {{Nature Ecology \& Evolution}},
     publisher = {{Nature}},
     volume = {3},
     number = {9},
     pages = {1309-1320},
     year = {2019},
     month = sep,
     doi = {10.1038/s41559-019-0958-3},
     hal_id = {hal-02895173},
     hal_version = {v1}
   }
   

7. Statistical learning based on Markovian data maximal deviation inequalities and learning rates
   Stéphan Clémençon, Patrice Bertail, Gabriela Ciolek
   Annals of Mathematics and Artificial Intelligence, August 2019.
   

   @article{clemencon:hal-02463908,
     title = {{Statistical learning based on Markovian data maximal deviation inequalities and learning rates}},
     author = {Cl{\'e}men{\c c}on, St{\'e}phan and Bertail, Patrice and Ciolek, Gabriela},
     url = {https://telecom-paris.hal.science/hal-02463908},
     journal = {{Annals of Mathematics and Artificial Intelligence}},
     publisher = {{Springer Verlag}},
     volume = {88},
     pages = {735--757},
     year = {2019},
     month = aug,
     doi = {10.1007/s10472-019-09670-6},
     keywords = {Concentration inequality ; Empirical process ; Generalization bound ; Harris positive Markov chain ; Minimum volume set ; Novelty detection ; Regenerative method ; Stationary probability distribution ; Unsupervised learning},
     hal_id = {hal-02463908},
     hal_version = {v1}
   }
   

8. A generic coordinate descent solver for nonsmooth convex optimization
   Olivier Fercoq
   Optimization Methods and Software, August 2019.
   

   @article{fercoq:hal-01941152,
     title = {{A generic coordinate descent solver for nonsmooth convex optimization}},
     author = {Fercoq, Olivier},
     url = {https://hal.science/hal-01941152},
     journal = {{Optimization Methods and Software}},
     publisher = {{Taylor \& Francis}},
     pages = {1-21},
     year = {2019},
     month = aug,
     doi = {10.1080/10556788.2019.1658758},
     keywords = {Coordinate descent ; convex optimization ; generic solver ; efficient implementation},
     pdf = {https://hal.science/hal-01941152v2/file/cd_solver_paper.pdf},
     hal_id = {hal-01941152},
     hal_version = {v2}
   }
   

9. DOSED: A deep learning approach to detect multiple sleep micro-events in EEG signal
   Stanislas Chambon, Valentin Thorey, Pierrick J. Arnal, Emmanuel Jean Marie Mignot, Alexandre Gramfort
   Journal of Neuroscience Methods, June 2019.
   

   @article{chambon:hal-02121090,
     title = {{DOSED: A deep learning approach to detect multiple sleep micro-events in EEG signal}},
     author = {Chambon, Stanislas and Thorey, Valentin and Arnal, Pierrick J. and Mignot, Emmanuel Jean Marie and Gramfort, Alexandre},
     url = {https://inria.hal.science/hal-02121090},
     journal = {{Journal of Neuroscience Methods}},
     publisher = {{Elsevier}},
     volume = {321},
     pages = {64-78},
     year = {2019},
     month = jun,
     doi = {10.1016/j.jneumeth.2019.03.017},
     keywords = {EEG ; Deep learning ; Machine learning ; Sleep ; Event detection},
     hal_id = {hal-02121090},
     hal_version = {v1}
   }
   

10. Common mathematical framework for stochastic reverberation models
    Roland Badeau
    Journal of the Acoustical Society of America, April 2019.
    

    @article{badeau:hal-01958485,
      title = {{Common mathematical framework for stochastic reverberation models}},
      author = {Badeau, Roland},
      url = {https://hal.science/hal-01958485},
      journal = {{Journal of the Acoustical Society of America}},
      publisher = {{Acoustical Society of America}},
      volume = {145},
      number = {4},
      pages = {2733-2745},
      year = {2019},
      month = apr,
      doi = {10.1121/1.5096153},
      keywords = {Reverberation ; Diffusion ; Room impulse response ; Stochastic models},
      pdf = {https://hal.science/hal-01958485v1/file/Badeau-JASA-2019.pdf},
      hal_id = {hal-01958485},
      hal_version = {v1}
    }
    

11. Time-frequency analysis of locally stationary Hawkes processes
    François Roueff, Rainer Sachs
    Bernoulli, March 2019.
    

    @article{roueff:hal-01502252,
      title = {{Time-frequency analysis of locally stationary Hawkes processes}},
      author = {Roueff, Fran{\c c}ois and von Sachs, Rainer},
      url = {https://hal.science/hal-01502252},
      journal = {{Bernoulli}},
      publisher = {{Bernoulli Society for Mathematical Statistics and Probability}},
      volume = {25},
      number = {2},
      pages = {1355-1385},
      year = {2019},
      month = mar,
      doi = {10.3150/18-BEJ1023},
      keywords = {Locally stationary time series ; Self-exciting point processes ; high frequency fi- nancial data ; Time frequency analysis ; Non-parametric kernel estimation},
      pdf = {https://hal.science/hal-01502252v3/file/article.pdf},
      hal_id = {hal-01502252},
      hal_version = {v3}
    }
    

12. Adaptive restart of accelerated gradient methods under local quadratic growth condition
    Olivier Fercoq, Zheng Qu
    IMA Journal of Numerical Analysis, March 2019.
    

    @article{fercoq:hal-02269132,
      title = {{Adaptive restart of accelerated gradient methods under local quadratic growth condition}},
      author = {Fercoq, Olivier and Qu, Zheng},
      url = {https://hal.science/hal-02269132},
      journal = {{IMA Journal of Numerical Analysis}},
      publisher = {{Oxford University Press (OUP)}},
      year = {2019},
      month = mar,
      doi = {10.1093/imanum/drz007},
      hal_id = {hal-02269132},
      hal_version = {v1}
    }
    

13. Beyond sound level monitoring: Exploitation of social media to gather citizens subjective response to noise
    Luis Gasco, Chloé Clavel, Cesar Asensio, Guillermo Arcas
    Science of the Total Environment, March 2019.
    

    @article{gasco:hal-02365397,
      title = {{Beyond sound level monitoring: Exploitation of social media to gather citizens subjective response to noise}},
      author = {Gasco, Luis and Clavel, Chlo{\'e} and Asensio, Cesar and de Arcas, Guillermo},
      url = {https://telecom-paris.hal.science/hal-02365397},
      journal = {{Science of the Total Environment}},
      publisher = {{Elsevier}},
      volume = {658},
      pages = {69-79},
      year = {2019},
      month = mar,
      doi = {10.1016/j.scitotenv.2018.12.071},
      hal_id = {hal-02365397},
      hal_version = {v1}
    }
    

14. The strength of alpha-beta oscillatory coupling predicts motor timing precision
    Laetitia Grabot, Tadeusz W. Kononowicz, Tom Dupré La Tour, Alexandre Gramfort, Valérie Doyère, Virginie Wassenhove
    Journal of Neuroscience, February 2019.
    

    @article{grabot:hal-02055682,
      title = {{The strength of alpha-beta oscillatory coupling predicts motor timing precision}},
      author = {Grabot, Laetitia and Kononowicz, Tadeusz W. and Dupr{\'e} La Tour, Tom and Gramfort, Alexandre and Doy{\`e}re, Val{\'e}rie and van Wassenhove, Virginie},
      url = {https://hal.science/hal-02055682},
      journal = {{Journal of Neuroscience}},
      publisher = {{Society for Neuroscience}},
      volume = {39},
      number = {17},
      pages = {2473-18},
      year = {2019},
      month = feb,
      doi = {10.1523/JNEUROSCI.2473-18.2018},
      keywords = {alpha ; beta ; cross-frequency coupling ; phase-amplitude coupling ; time perception ; timing},
      pdf = {https://hal.science/hal-02055682v1/file/Grabot%20et%20al-JNS-2019.pdf},
      hal_id = {hal-02055682},
      hal_version = {v1}
    }
    

15. Constant step stochastic approximations involving differential inclusions: stability, long-run convergence and applications
    Pascal Bianchi, Walid Hachem, Adil Salim
    Stochastics: An International Journal of Probability and Stochastic Processes, February 2019.
    

    @article{bianchi:hal-02369439,
      title = {{Constant step stochastic approximations involving differential inclusions: stability, long-run convergence and applications}},
      author = {Bianchi, Pascal and Hachem, Walid and Salim, Adil},
      url = {https://hal.science/hal-02369439},
      journal = {{Stochastics: An International Journal of Probability and Stochastic Processes}},
      publisher = {{Taylor \& Francis: STM, Behavioural Science and Public Health Titles}},
      volume = {91},
      number = {2},
      pages = {288-320},
      year = {2019},
      month = feb,
      doi = {10.1080/17442508.2018.1539086},
      keywords = {Stochastic approximation with constant step ; Non-convex optimization ; Differential inclusions ; Dynamical systems ; Queueing systems AMS Subject Classification: 34A60 ; 47N10 ; 54C60 ; 62L20},
      pdf = {https://hal.science/hal-02369439v1/file/revised_dicst.pdf},
      hal_id = {hal-02369439},
      hal_version = {v1}
    }
    

16. De Fourier à la reconnaissance musicale
    Gael Richard, Sébastien Fenet, Yves Grenier
    Interstices, February 2019.
    

    @article{richard:hal-02068670,
      title = {{De Fourier {\`a} la reconnaissance musicale}},
      author = {Richard, Gael and Fenet, S{\'e}bastien and Grenier, Yves},
      url = {https://telecom-paris.hal.science/hal-02068670},
      journal = {{Interstices}},
      publisher = {{INRIA}},
      year = {2019},
      month = feb,
      hal_id = {hal-02068670},
      hal_version = {v1}
    }
    

17. Audiovisual Analysis of Music Performances: Overview of an Emerging Field
    Zhiyao Duan, Slim Essid, Cynthia Liem, Gael Richard, Gaurav Sharma
    IEEE Signal Processing Magazine, January 2019.
    

    @article{duan:hal-02287983,
      title = {{Audiovisual Analysis of Music Performances: Overview of an Emerging Field}},
      author = {Duan, Zhiyao and Essid, Slim and Liem, Cynthia and Richard, Gael and Sharma, Gaurav},
      url = {https://telecom-paris.hal.science/hal-02287983},
      journal = {{IEEE Signal Processing Magazine}},
      hal_local_reference = {duan:hal-01893410},
      publisher = {{Institute of Electrical and Electronics Engineers}},
      volume = {36},
      number = {1},
      pages = {63-73},
      year = {2019},
      month = jan,
      hal_id = {hal-02287983},
      hal_version = {v1}
    }
    

18. A Coordinate Descent Primal-Dual Algorithm with Large Step Size and Possibly Non Separable Functions
    Olivier Fercoq, Pascal Bianchi
    SIAM Journal on Optimization, January 2019.
    

    @article{fercoq:hal-01497104,
      title = {{A Coordinate Descent Primal-Dual Algorithm with Large Step Size and Possibly Non Separable Functions}},
      author = {Fercoq, Olivier and Bianchi, Pascal},
      url = {https://hal.science/hal-01497104},
      journal = {{SIAM Journal on Optimization}},
      publisher = {{Society for Industrial and Applied Mathematics}},
      volume = {29},
      number = {1},
      pages = {100-134},
      year = {2019},
      month = jan,
      pdf = {https://hal.science/hal-01497104v2/file/1508.04625.pdf},
      hal_id = {hal-01497104},
      hal_version = {v2}
    }
    

19. Fast computation of Tukey trimmed regions and median in dimension p > 2
    Xiaohui Liu, Karl Mosler, Pavlo Mozharovskyi
    Journal of Computational and Graphical Statistics, January 2019.
    

    @article{liu:hal-02288041,
      title = {{Fast computation of Tukey trimmed regions and median in dimension p > 2}},
      author = {Liu, Xiaohui and Mosler, Karl and Mozharovskyi, Pavlo},
      url = {https://telecom-paris.hal.science/hal-02288041},
      journal = {{Journal of Computational and Graphical Statistics}},
      hal_local_reference = {LiuMM19},
      publisher = {{Taylor \& Francis}},
      year = {2019},
      month = jan,
      doi = {10.1080/10618600.2018.1546595},
      hal_id = {hal-02288041},
      hal_version = {v1}
    }
    

20. Early Detection of User Engagement Breakdown in Spontaneous Human-Humanoid Interaction
    Atef Ben Youssef, Chloé Clavel, Slim Essid
    IEEE Transactions on Affective Computing, January 2019.
    

    @article{benyoussef:hal-02288043,
      title = {{Early Detection of User Engagement Breakdown in Spontaneous Human-Humanoid Interaction}},
      author = {Ben Youssef, Atef and Clavel, Chlo{\'e} and Essid, Slim},
      url = {https://telecom-paris.hal.science/hal-02288043},
      journal = {{IEEE Transactions on Affective Computing}},
      hal_local_reference = {ABY:IEEE-2019},
      publisher = {{Institute of Electrical and Electronics Engineers}},
      year = {2019},
      month = jan,
      keywords = {User engagement ; prediction of engagement breakdown ; HRI ; spontaneous interaction ; real-time prediction},
      hal_id = {hal-02288043},
      hal_version = {v1}
    }
    

21. On-the-fly Detection of User Engagement Decrease in Spontaneous Human-Robot Interaction
    Atef Ben Youssef, Giovanna Varni, Slim Essid, Chloé Clavel
    International Journal of Social Robotics, January 2019.
    

    @article{benyoussef:hal-02288044,
      title = {{On-the-fly Detection of User Engagement Decrease in Spontaneous Human-Robot Interaction}},
      author = {Ben Youssef, Atef and Varni, Giovanna and Essid, Slim and Clavel, Chlo{\'e}},
      url = {https://telecom-paris.hal.science/hal-02288044},
      journal = {{International Journal of Social Robotics}},
      hal_local_reference = {ABY:IJSR-2019},
      year = {2019},
      month = jan,
      keywords = {User engagement decrease ; Socially assistive robot ; HRI in public space ; Real-time detection},
      hal_id = {hal-02288044},
      hal_version = {v1}
    }
    

22. Optimal survey schemes for stochastic gradient descent with applications to M-estimation
    Stéphan Clémençon, Patrice Bertail, Emilie Chautru, Guillaume Papa
    ESAIM: Probability and Statistics, 2019.
    

    @article{clemencon:hal-02078108,
      title = {{Optimal survey schemes for stochastic gradient descent with applications to M-estimation}},
      author = {Cl{\'e}men{\c c}on, St{\'e}phan and Bertail, Patrice and Chautru, Emilie and Papa, Guillaume},
      url = {https://hal.science/hal-02078108},
      journal = {{ESAIM: Probability and Statistics}},
      publisher = {{EDP Sciences}},
      volume = {23},
      pages = {310-337},
      year = {2019},
      doi = {10.1051/ps/2018021},
      keywords = {Asymptotic analysis ; central limit theorem ; Horvitz--Thompson estimator ; M-estimation ; Poisson sampling ; stochastic gradient descent ; survey scheme},
      pdf = {https://hal.science/hal-02078108v1/file/ps180001.pdf},
      hal_id = {hal-02078108},
      hal_version = {v1}
    }
    

23. A constant step Forward-Backward algorithm involving random maximal monotone operators
    Pascal Bianchi, Walid Hachem, Adil Salim
    Journal of Convex Analysis, 2019.
    

    @article{bianchi:hal-01725134,
      title = {{A constant step Forward-Backward algorithm involving random maximal monotone operators}},
      author = {Bianchi, Pascal and Hachem, Walid and Salim, Adil},
      url = {https://hal.science/hal-01725134},
      journal = {{Journal of Convex Analysis}},
      publisher = {{Heldermann}},
      volume = {26},
      number = {2},
      pages = {397-436},
      year = {2019},
      doi = {10.48550/arXiv.1702.04144},
      keywords = {Dynamical systems ; Narrow convergence of stochastic processes ; Random maximal monotone operators ; Stochastic approximation with constant step ; Stochastic Forward-Backward algorithm ; Stochastic proximal point algorithm ; 47H05 ; 47N10 ; 62L20 ; 34A60},
      pdf = {https://hal.science/hal-01725134v1/file/joca1813_revised.pdf},
      hal_id = {hal-01725134},
      hal_version = {v1}
    }
    

24. Depth and Depth-Based Classification with R Package ddalpha
    Oleksii Pokotylo, Pavlo Mozharovskyi, Rainer Dyckerhoff
    Journal of Statistical Software, 2019.
    

    @article{pokotylo:hal-03187410,
      title = {{Depth and Depth-Based Classification with R Package ddalpha}},
      author = {Pokotylo, Oleksii and Mozharovskyi, Pavlo and Dyckerhoff, Rainer},
      url = {https://telecom-paris.hal.science/hal-03187410},
      journal = {{Journal of Statistical Software}},
      publisher = {{University of California, Los Angeles}},
      volume = {91},
      number = {5},
      year = {2019},
      doi = {10.18637/jss.v091.i05},
      hal_id = {hal-03187410},
      hal_version = {v1}
    }
    

25. Improved Small Molecule Identification through Learning Combinations of Kernel Regression Models
    Celine Brouard, Antoine Bassé, Florence d’Alché-Buc, Juho Rousu
    Metabolites, 2019.
    

    @article{brouard:hal-02618085,
      title = {{Improved Small Molecule Identification through Learning Combinations of Kernel Regression Models}},
      author = {Brouard, Celine and Bass{\'e}, Antoine and d'Alch{\'e}-Buc, Florence and Rousu, Juho},
      url = {https://hal.inrae.fr/hal-02618085},
      journal = {{Metabolites}},
      publisher = {{MDPI}},
      volume = {9},
      number = {8},
      pages = {160},
      year = {2019},
      doi = {10.3390/metabo9080160},
      keywords = {metabolite identification ; machine learning ; structured prediction ; kernel methods},
      pdf = {https://hal.inrae.fr/hal-02618085v1/file/metabolites-09-00160_1.pdf},
      hal_id = {hal-02618085},
      hal_version = {v1}
    }
    

Book Chapters

1. MNE: Software for Acquiring, Processing, and Visualizing MEG/EEG Data
   Lorenz Esch, Christoph Dinh, Eric Larson, Denis Engemann, Mainak Jas, Sheraz Khan, Alexandre Gramfort, Matti Hämäläinen
   Magnetoencephalography, October 2019.
   

   @incollection{esch:hal-02369299,
     title = {{MNE: Software for Acquiring, Processing, and Visualizing MEG/EEG Data}},
     author = {Esch, Lorenz and Dinh, Christoph and Larson, Eric and Engemann, Denis and Jas, Mainak and Khan, Sheraz and Gramfort, Alexandre and H{\"a}m{\"a}l{\"a}inen, Matti},
     url = {https://inria.hal.science/hal-02369299},
     booktitle = {{Magnetoencephalography}},
     publisher = {{Springer International Publishing}},
     pages = {355-371},
     year = {2019},
     month = oct,
     doi = {10.1007/978-3-030-00087-5\_59},
     keywords = {Magnetoencephalography (MEG) ; Software ; Electroencephalography (EEG) ; Analysis tools ; Real-time analysis ; Signal processing ; Open-Source ; Machine Learning},
     pdf = {https://inria.hal.science/hal-02369299v1/file/MNE_Chapter.pdf},
     hal_id = {hal-02369299},
     hal_version = {v1}
   }
   

2. Handwriting and Drawing Features for Detecting Negative Moods
   Gennaro Cordasco, Filomena Scibelli, Marcos Faundez-Zanuy, Laurence Likforman-Sulem, Anna Esposito
   Quantifying and Processing Biomedical and Behavioral Signals, August 2019.
   

   @incollection{cordasco:hal-04277476,
     title = {{Handwriting and Drawing Features for Detecting Negative Moods}},
     author = {Cordasco, Gennaro and Scibelli, Filomena and Faundez-Zanuy, Marcos and Likforman-Sulem, Laurence and Esposito, Anna},
     url = {https://telecom-paris.hal.science/hal-04277476},
     booktitle = {{Quantifying and Processing Biomedical and Behavioral Signals}},
     publisher = {{Springer International Publishing}},
     series = {Smart Innovation, Systems and Technologies},
     volume = {103},
     pages = {73-86},
     year = {2019},
     month = aug,
     doi = {10.1007/978-3-319-95095-2\_7},
     keywords = {Handwriting ; Depression--anxiety--stress scales (DASS) ; Emotional state ; Affective database},
     hal_id = {hal-04277476},
     hal_version = {v1}
   }
   

3. Smooth Minimization of Nonsmooth Functions with Parallel Coordinate Descent Methods
   Olivier Fercoq, Peter Richtárik
   Modeling and Optimization: Theory and Applications, February 2019. 39 pages, 1 ....
   

   @incollection{fercoq:hal-02269142,
     title = {{Smooth Minimization of Nonsmooth Functions with Parallel Coordinate Descent Methods}},
     author = {Fercoq, Olivier and Richt{\'a}rik, Peter},
     url = {https://hal.science/hal-02269142},
     note = {39 pages, 1 algorithm, 3 figures, 2 tables},
     booktitle = {{Modeling and Optimization: Theory and Applications}},
     pages = {57-96},
     year = {2019},
     month = feb,
     doi = {10.1007/978-3-030-12119-8\_4},
     hal_id = {hal-02269142},
     hal_version = {v1}
   }
   

Miscellaneous

1. Improved small molecule identification through learning combinations of kernel regression models
   Celine Brouard, Florence d’Alché-Buc, Juho Rousu
   October 2019. Poster.
   

   @misc{brouard:hal-02786616,
     title = {{Improved small molecule identification through learning combinations of kernel regression models}},
     author = {Brouard, Celine and d'Alch{\'e}-Buc, Florence and Rousu, Juho},
     url = {https://hal.inrae.fr/hal-02786616},
     note = {Poster},
     howpublished = {{Journ{\'e}e R{\'e}gionale de Bioinformatique et Biostatistique, G{\'e}nopole Toulouse}},
     year = {2019},
     month = oct,
     pdf = {https://hal.inrae.fr/hal-02786616v1/file/abstract_genotoul_1.pdf},
     hal_id = {hal-02786616},
     hal_version = {v1}
   }
   

2. Design of a flexible analog-to-feature converter for smart acquisition of biological signals
   Antoine Back, Paul Chollet, Olivier Fercoq, Patricia Desgreys
   September 2019. Poster.
   

   @misc{back:hal-02303823,
     title = {{Design of a flexible analog-to-feature converter for smart acquisition of biological signals}},
     author = {Back, Antoine and Chollet, Paul and Fercoq, Olivier and Desgreys, Patricia},
     url = {https://hal.science/hal-02303823},
     note = {Poster},
     howpublished = {{Junior Conference on Data Science and Engineering}},
     year = {2019},
     month = sep,
     keywords = {Non-uniform wavelet sampling ; Analog-to-feature converter ; Feature selection},
     pdf = {https://hal.science/hal-02303823v1/file/Antoine_BACK_JDSE2019.pdf},
     hal_id = {hal-02303823},
     hal_version = {v1}
   }
   

3. Conception d’un convertisseur analogique-paramètres pour l’acquisition intelligente de signaux biologiques
   Antoine Back, Paul Chollet, Olivier Fercoq, Patricia Desgreys
   June 2019. Poster.
   

   @misc{back:hal-02296321,
     title = {{Conception d'un convertisseur analogique-param{\`e}tres pour l'acquisition intelligente de signaux biologiques}},
     author = {Back, Antoine and Chollet, Paul and Fercoq, Olivier and Desgreys, Patricia},
     url = {https://telecom-paris.hal.science/hal-02296321},
     note = {Poster},
     howpublished = {{Colloque du GDR SOC2}},
     year = {2019},
     month = jun,
     hal_id = {hal-02296321},
     hal_version = {v1}
   }
   

Unpublished

1. Weakly Informed Audio Source Separation
   Kilian Schulze-Forster, Clément Doire, Gael Richard, Roland Badeau
   October 2019. working pape....
   

   @unpublished{schulzeforster:hal-02332689,
     title = {{Weakly Informed Audio Source Separation}},
     author = {Schulze-Forster, Kilian and Doire, Cl{\'e}ment and Richard, Gael and Badeau, Roland},
     url = {https://telecom-paris.hal.science/hal-02332689},
     note = {working paper or preprint},
     year = {2019},
     month = oct,
     keywords = {informed source separation ; singing voice separation ; weak labels ; attention ; separation evaluation},
     pdf = {https://telecom-paris.hal.science/hal-02332689v1/file/WASPAA_paper_2019_HAL.pdf},
     hal_id = {hal-02332689},
     hal_version = {v1}
   }
   

2. Smoothing technique for nonsmooth composite minimization with linear operator
   Quang Van Nguyen, Olivier Fercoq, Volkan Cevher
   September 2019. working pape....
   

   @unpublished{nguyen:hal-02287628,
     title = {{Smoothing technique for nonsmooth composite minimization with linear operator}},
     author = {Nguyen, Quang Van and Fercoq, Olivier and Cevher, Volkan},
     url = {https://telecom-paris.hal.science/hal-02287628},
     note = {working paper or preprint},
     hal_local_reference = {NFC:MOR-17},
     year = {2019},
     month = sep,
     hal_id = {hal-02287628},
     hal_version = {v1}
   }
   

3. Discovery of usage patterns in digital library web logs using Markov modeling
   Adrien Nouvellet, Valérie Beaudouin, Florence d’Alché-Buc, Christophe Prieur, François Roueff
   July 2019. working pape....
   

   @unpublished{nouvellet:hal-02182244,
     title = {{Discovery of usage patterns in digital library web logs using Markov modeling}},
     author = {Nouvellet, Adrien and Beaudouin, Val{\'e}rie and d'Alch{\'e}-Buc, Florence and Prieur, Christophe and Roueff, Fran{\c c}ois},
     url = {https://hal.science/hal-02182244},
     note = {working paper or preprint},
     year = {2019},
     month = jul,
     pdf = {https://hal.science/hal-02182244v1/file/nouvellet-etal-2018.pdf},
     hal_id = {hal-02182244},
     hal_version = {v1}
   }
   

4. Principal Component Analysis for Multivariate Extremes
   Holger Drees, Anne Sabourin
   June 2019. working pape....
   

   @unpublished{drees:hal-02164305,
     title = {{Principal Component Analysis for Multivariate Extremes}},
     author = {Drees, Holger and Sabourin, Anne},
     url = {https://hal.science/hal-02164305},
     note = {working paper or preprint},
     year = {2019},
     month = jun,
     keywords = {Principal Component Analysis ; Multivariate extreme value analysis ; dimensionality reduction ; Empirical Risk Minimization},
     pdf = {https://hal.science/hal-02164305v1/file/PCA_final_arxiv.pdf},
     hal_id = {hal-02164305},
     hal_version = {v1}
   }
   

5. Improving singing voice separation using Deep U-Net and Wave-U-Net with data augmentation
   Alice Cohen-Hadria, Axel Roebel, Geoffroy Peeters
   March 2019. working pape....
   

   @unpublished{cohenhadria:hal-02457072,
     title = {{Improving singing voice separation using Deep U-Net and Wave-U-Net with data augmentation}},
     author = {Cohen-Hadria, Alice and Roebel, Axel and Peeters, Geoffroy},
     url = {https://hal.science/hal-02457072},
     note = {working paper or preprint},
     year = {2019},
     month = mar,
     hal_id = {hal-02457072},
     hal_version = {v1}
   }
   

6. Optimal mini-batch and step sizes for SAGA
   Nidham Gazagnadou, Robert M. Gower, Joseph Salmon
   February 2019. 34 pages, 27....
   

   @unpublished{gazagnadou:hal-02005431,
     title = {{Optimal mini-batch and step sizes for SAGA}},
     author = {Gazagnadou, Nidham and Gower, Robert M. and Salmon, Joseph},
     url = {https://hal.science/hal-02005431},
     note = {34 pages, 27 figures},
     year = {2019},
     month = feb,
     hal_id = {hal-02005431},
     hal_version = {v1}
   }
   

7. Improving Evolutionary Strategies with Generative Neural Networks
   Louis Faury, Clément Calauzènes, Olivier Fercoq, Syrine Krichen
   February 2019. working pape....
   

   @unpublished{faury:hal-02007619,
     title = {{Improving Evolutionary Strategies with Generative Neural Networks}},
     author = {Faury, Louis and Calauz{\`e}nes, Cl{\'e}ment and Fercoq, Olivier and Krichen, Syrine},
     url = {https://hal.science/hal-02007619},
     note = {working paper or preprint},
     year = {2019},
     month = feb,
     hal_id = {hal-02007619},
     hal_version = {v1}
   }
   

8. The f-divergence expectation iteration scheme
   Kamélia Daudel, Randal Douc, François Portier, François Roueff
   2019. working pape....
   

   @unpublished{daudel:hal-02298857,
     title = {{The $f$-divergence expectation iteration scheme}},
     author = {Daudel, Kam{\'e}lia and Douc, Randal and Portier, Fran{\c c}ois and Roueff, Fran{\c c}ois},
     url = {https://hal.science/hal-02298857},
     note = {working paper or preprint},
     year = {2019},
     pdf = {https://hal.science/hal-02298857v1/file/ddpr2019.pdf},
     hal_id = {hal-02298857},
     hal_version = {v1}
   }
   

proceedings

1. Traffic Analysis Based on Bluetooth Passive Scanning
   Safa Boudabous, Julian Garbiso, Bertrand Leroy, Stéphan Clémençon, Houda Labiod
   April 2019.
   

   @proceedings{boudabous:hal-02348262,
     title = {{Traffic Analysis Based on Bluetooth Passive Scanning}},
     author = {Boudabous, Safa and Garbiso, Julian and Leroy, Bertrand and Cl{\'e}men{\c c}on, St{\'e}phan and Labiod, Houda},
     url = {https://telecom-paris.hal.science/hal-02348262},
     publisher = {{IEEE}},
     pages = {1-6},
     year = {2019},
     month = apr,
     doi = {10.1109/VTCSpring.2019.8746452},
     hal_id = {hal-02348262},
     hal_version = {v1}
   }
   

Theses

1. Sparse high dimensional regression in the presence of colored heteroscedastic noise : application to M/EEG source imaging
   Mathurin Massias
   December 2019.
   

   @phdthesis{massias:tel-02533661,
     title = {{Sparse high dimensional regression in the presence of colored heteroscedastic noise : application to M/EEG source imaging}},
     author = {Massias, Mathurin},
     url = {https://pastel.hal.science/tel-02533661},
     number = {2019SACLT053},
     school = {{Universit{\'e} Paris Saclay (COmUE)}},
     year = {2019},
     month = dec,
     keywords = {Sparse regression ; Convex optimization ; High dimensional statistics ; Electroencephalography (EEG) ; Magnetoencephalography (MEG) ; Heteroscedasticity ; R{\'e}gression parcimonieuse ; Optimisation convexe ; Statistiques en grande dimension ; {\'E}lectroencephalographie (EEG) ; Magn{\'e}toencephalographie (MEG) ; H{\'e}t{\'e}rosc{\'e}dasticit{\'e}},
     type = {Theses},
     pdf = {https://pastel.hal.science/tel-02533661v1/file/79601_MASSIAS_2019_archivage.pdf},
     hal_id = {tel-02533661},
     hal_version = {v1}
   }
   

2. Coordinate descent methods for non-differentiable convex optimisation problems
   Olivier Fercoq
   December 2019.
   

   @phdthesis{fercoq:tel-02944077,
     title = {{Coordinate descent methods for non-differentiable convex optimisation problems}},
     author = {Fercoq, Olivier},
     url = {https://hal.science/tel-02944077},
     school = {{Sorbonne Universit{\'e}}},
     year = {2019},
     month = dec,
     keywords = {coordinate descent ; non-differentiable function ; separability ; convex analysis ; descente par coordonn{\'e}e ; non-d{\'e}rivable ; s{\'e}parabilit{\'e} ; analyse convexe},
     type = {Habilitation {\`a} diriger des recherches},
     pdf = {https://hal.science/tel-02944077v1/file/hdrFercoq.pdf},
     hal_id = {tel-02944077},
     hal_version = {v1}
   }
   

3. Prédiction de modèles structurés d’opinion : aspects théoriques et méthodologiques
   Alexandre Garcia
   November 2019.
   

   @phdthesis{garcia:tel-02497454,
     title = {{Pr{\'e}diction de mod{\`e}les structur{\'e}s d'opinion : aspects th{\'e}oriques et m{\'e}thodologiques}},
     author = {Garcia, Alexandre},
     url = {https://pastel.hal.science/tel-02497454},
     number = {2019SACLT049},
     school = {{Universit{\'e} Paris Saclay (COmUE)}},
     year = {2019},
     month = nov,
     keywords = {Structured prediction ; Statistical learning ; Opinion detection ; Multimedia ; Natural language ; Pr{\'e}diction structur{\'e}e ; Apprentissage statistique ; D{\'e}tection d'opinion ; Audio/multimedia ; Langage naturel},
     type = {Theses},
     pdf = {https://pastel.hal.science/tel-02497454v1/file/83651_GARCIA_2019_archivage.pdf},
     hal_id = {tel-02497454},
     hal_version = {v1}
   }
   

4. Exploration of multivariate EEG /MEG signals using non-stationary models
   Pierre Ablin
   November 2019.
   

   @phdthesis{ablin:tel-02507788,
     title = {{Exploration of multivariate EEG /MEG signals using non-stationary models}},
     author = {Ablin, Pierre},
     url = {https://pastel.hal.science/tel-02507788},
     number = {2019SACLT051},
     school = {{Universit{\'e} Paris Saclay (COmUE)}},
     year = {2019},
     month = nov,
     keywords = {Electroencephalography (EEG) ; Magnetoencephalography (MEG) ; Statistical signal processing ; Brain data processing ; Independent component analysis ; Blind source separation ; Non-convex optimization ; Electroencephalographie (EEG) ; Magnetoencephalographie (MEG) ; Traitement statistique du signal ; Donn{\'e}es c{\'e}r{\'e}brales ; Analyse en composantes ind{\'e}pendantes ; S{\'e}paration de sources ; Optimisation non-convexe},
     type = {Theses},
     pdf = {https://pastel.hal.science/tel-02507788v1/file/81638_ABLIN_2019_archivage.pdf},
     hal_id = {tel-02507788},
     hal_version = {v1}
   }
   

5. Multi-scale computational rhythm analysis : a framework for sections, downbeats, beats, and microtiming
   Magdalena Fuentes
   November 2019.
   

   @phdthesis{fuentes:tel-02613433,
     title = {{Multi-scale computational rhythm analysis : a framework for sections, downbeats, beats, and microtiming}},
     author = {Fuentes, Magdalena},
     url = {https://theses.hal.science/tel-02613433},
     number = {2019SACLS404},
     school = {{Universit{\'e} Paris Saclay (COmUE)}},
     year = {2019},
     month = nov,
     keywords = {Signal processing ; Music information retrieval ; Deep learning ; Traitement du signal ; Extraction d'informations musicales ; Apprentissage profond},
     type = {Theses},
     pdf = {https://theses.hal.science/tel-02613433v1/file/82748_FUENTES_2019_diffusion.pdf},
     hal_id = {tel-02613433},
     hal_version = {v1}
   }
   

6. Analyse d’opinion dans les interactions orales
   Valentin Barrière
   April 2019.
   

   @phdthesis{barriere:tel-02197890,
     title = {{Analyse d'opinion dans les interactions orales}},
     author = {Barri{\`e}re, Valentin},
     url = {https://pastel.hal.science/tel-02197890},
     number = {2019SACLT016},
     school = {{Universit{\'e} Paris Saclay (COmUE)}},
     year = {2019},
     month = apr,
     keywords = {Sentiment analysis ; Opinion mining ; Deep learning ; Conditional random fields ; Natural language processing ; Speech processing ; Analyse des sentiments ; Fouille d'opinions ; Deep learning ; Champs al{\'e}atoires conditionnels ; Traitement automatique des langues ; Traitement de la parole},
     type = {Theses},
     pdf = {https://pastel.hal.science/tel-02197890v1/file/72572_BARRIERE_2019_archivage.pdf},
     hal_id = {tel-02197890},
     hal_version = {v1}
   }
   

7. Apprentissage de représentations pour l’analyse robuste de scènes audiovisuelles
   Sanjeel Parekh
   March 2019.
   

   @phdthesis{parekh:tel-02115465,
     title = {{Apprentissage de repr{\'e}sentations pour l'analyse robuste de sc{\`e}nes audiovisuelles}},
     author = {Parekh, Sanjeel},
     url = {https://pastel.hal.science/tel-02115465},
     number = {2019SACLT015},
     school = {{Universit{\'e} Paris Saclay (COmUE)}},
     year = {2019},
     month = mar,
     keywords = {Statistical learning ; Audio signal processing ; Computer vision ; Latent variable analysis ; Source separation ; Apprentissage statistique ; Traitement du signal audio ; Vision par ordinateur ; Analyse en variables latentes ; S{\'e}paration de sources},
     type = {Theses},
     pdf = {https://pastel.hal.science/tel-02115465v1/file/78492_PAREKH_2019_archivage.pdf},
     hal_id = {tel-02115465},
     hal_version = {v1}
   }
   

2018

Books

1. Generalization Bounds for Minimum Volume Set Estimation based on Markovian Data, ISAIM, International Symposium on Artificial Intelligence and Mathematics proceedings, 1-7
   Patrice Bertail, Gabriela Ciolek, Stéphan Clémençon
   January 2018.
   

   @book{bertail:hal-01738026,
     title = {{Generalization Bounds  for  Minimum  Volume   Set  Estimation  based  on   Markovian  Data, ISAIM,   International   Symposium  on   Artificial   Intelligence  and Mathematics  proceedings, 1-7}},
     author = {Bertail, Patrice and Ciolek, Gabriela and Cl{\'e}men{\c c}on, St{\'e}phan},
     url = {https://hal.science/hal-01738026},
     year = {2018},
     month = jan,
     hal_id = {hal-01738026},
     hal_version = {v1}
   }
   

Miscellaneous

1. Multimodal Music Recording Remastering
   Giorgia Cantisani, Slim Essid, Gael Richard
   December 2018. Poster.
   

   @misc{cantisani:hal-03187638,
     title = {{Multimodal Music Recording Remastering}},
     author = {Cantisani, Giorgia and Essid, Slim and Richard, Gael},
     url = {https://telecom-paris.hal.science/hal-03187638},
     note = {Poster},
     howpublished = {{DMRN+13: Digital Music Research Network One-day Workshop 2018}},
     year = {2018},
     month = dec,
     pdf = {https://telecom-paris.hal.science/hal-03187638v1/file/poster_DMRN13_2018.pdf},
     hal_id = {hal-03187638},
     hal_version = {v1}
   }
   

2. Identification des efforts au chevalet d’un instrument cordes. Applications pour la synthèse hybride
   Hugo Dujourdy, Frédéric Ablitzer, Jérémy Cabaret, Bertrand David, François Gautier
   November 2018. Poster.
   

   @misc{dujourdy:hal-01949843,
     title = {{Identification des efforts au chevalet d'un instrument cordes. Applications pour la synth{\`e}se hybride}},
     author = {Dujourdy, Hugo and Ablitzer, Fr{\'e}d{\'e}ric and Cabaret, J{\'e}r{\'e}my and David, Bertrand and Gautier, Fran{\c c}ois},
     url = {https://hal.sorbonne-universite.fr/hal-01949843},
     note = {Poster},
     howpublished = {{JJCAB}},
     year = {2018},
     month = nov,
     pdf = {https://hal.sorbonne-universite.fr/hal-01949843v1/file/JJCAB18_HD.pdf},
     hal_id = {hal-01949843},
     hal_version = {v1}
   }
   

3. Caractérisation d’excitation de caisses de guitare : vers l’identification des efforts bloqués au chevalet
   Hugo Dujourdy, Frédéric Ablitzer, Jérémy Cabaret, Bertrand David, François Gautier
   June 2018. Poster.
   

   @misc{dujourdy:hal-01949881,
     title = {{Caract{\'e}risation d'excitation de caisses de guitare : vers l'identification des efforts bloqu{\'e}s au chevalet}},
     author = {Dujourdy, Hugo and Ablitzer, Fr{\'e}d{\'e}ric and Cabaret, J{\'e}r{\'e}my and David, Bertrand and Gautier, Fran{\c c}ois},
     url = {https://hal.sorbonne-universite.fr/hal-01949881},
     note = {Poster},
     howpublished = {{JJCAAS}},
     year = {2018},
     month = jun,
     pdf = {https://hal.sorbonne-universite.fr/hal-01949881v1/file/dujourdy_2018_JJCAASposter.pdf},
     hal_id = {hal-01949881},
     hal_version = {v1}
   }
   

Journal Articles

1. Objective Evaluation of Multiple Sclerosis Lesion Segmentation using a Data Management and Processing Infrastructure
   Olivier Commowick, Audrey Istace, Michael Kain, Baptiste Laurent, Florent Leray, Mathieu Simon, Sorina Camarasu Pop, Pascal Girard, Roxana Ameli, Jean-Christophe Ferré, Anne Kerbrat, Thomas Tourdias, Frédéric Cervenansky, Tristan Glatard, Jeremy Beaumont, Senan Doyle, Florence Forbes, Jesse Knight, April Khademi, Amirreza Mahbod, Chunliang Wang, Richard Mckinley, Franca Wagner, John Muschelli, Elizabeth Sweeney, Eloy Roura, Xavier Llado, Michel Santos, Wellington P Santos, Abel G Silva-Filho, Xavier Tomas-Fernandez, Hélène Urien, Isabelle Bloch, Sergi Valverde, Mariano Cabezas, Francisco Javier Vera-Olmos, Norberto Malpica, Charles R G Guttmann, Sandra Vukusic, Gilles Edan, Michel Dojat, Martin Styner, Simon K. Warfield, François Cotton, Christian Barillot
   Scientific Reports, December 2018.
   

   @article{commowick:inserm-01847873,
     title = {{Objective Evaluation of Multiple Sclerosis Lesion Segmentation using a Data Management and Processing Infrastructure}},
     author = {Commowick, Olivier and Istace, Audrey and Kain, Michael and Laurent, Baptiste and Leray, Florent and Simon, Mathieu and Pop, Sorina Camarasu and Girard, Pascal and Ameli, Roxana and Ferr{\'e}, Jean-Christophe and Kerbrat, Anne and Tourdias, Thomas and Cervenansky, Fr{\'e}d{\'e}ric and Glatard, Tristan and Beaumont, Jeremy and Doyle, Senan and Forbes, Florence and Knight, Jesse and Khademi, April and Mahbod, Amirreza and Wang, Chunliang and Mckinley, Richard and Wagner, Franca and Muschelli, John and Sweeney, Elizabeth and Roura, Eloy and Llado, Xavier and Santos, Michel and Santos, Wellington P and Silva-Filho, Abel G and Tomas-Fernandez, Xavier and Urien, H{\'e}l{\`e}ne and Bloch, Isabelle and Valverde, Sergi and Cabezas, Mariano and Vera-Olmos, Francisco Javier and Malpica, Norberto and Guttmann, Charles R G and Vukusic, Sandra and Edan, Gilles and Dojat, Michel and Styner, Martin and Warfield, Simon K. and Cotton, Fran{\c c}ois and Barillot, Christian},
     url = {https://inserm.hal.science/inserm-01847873},
     journal = {{Scientific Reports}},
     publisher = {{Nature Publishing Group}},
     volume = {8},
     number = {1},
     pages = {13650},
     year = {2018},
     month = dec,
     doi = {10.1038/s41598-018-31911-7},
     pdf = {https://inserm.hal.science/inserm-01847873v3/file/s41598-018-31911-7.pdf},
     hal_id = {inserm-01847873},
     hal_version = {v3}
   }
   

2. Statistical inference for the Russell measure of technical efficiency
   Oleg Badunenko, Pavlo Mozharovskyi
   Journal of the Operational Research Society, December 2018.
   

   @article{badunenko:hal-02288042,
     title = {{Statistical inference for the Russell measure of technical efficiency}},
     author = {Badunenko, Oleg and Mozharovskyi, Pavlo},
     url = {https://telecom-paris.hal.science/hal-02288042},
     journal = {{Journal of the Operational Research Society}},
     hal_local_reference = {BadunenkoM18},
     year = {2018},
     month = dec,
     hal_id = {hal-02288042},
     hal_version = {v1}
   }
   

3. Snake: a stochastic proximal gradient algorithm for regularized problems over large graphs
   Adil Salim, Pascal Bianchi, Walid Hachem
   IEEE Transactions on Automatic Control, November 2018.
   

   @article{salim:hal-02287871,
     title = {{Snake: a stochastic proximal gradient algorithm for regularized problems over large graphs}},
     author = {Salim, Adil and Bianchi, Pascal and Hachem, Walid},
     url = {https://telecom-paris.hal.science/hal-02287871},
     journal = {{IEEE Transactions on Automatic Control}},
     hal_local_reference = {SBH:TAC-18},
     publisher = {{Institute of Electrical and Electronics Engineers}},
     year = {2018},
     month = nov,
     hal_id = {hal-02287871},
     hal_version = {v1}
   }
   

4. Temporal clustering analysis of endothelial cell gene expression following exposure to a conventional radiotherapy dose fraction using Gaussian process clustering
   M. Heinonen, Fabien Milliat, Mohamed-amine Benadjaoud, Agnes Francois, Valerie Buard, Florence d’Alché-Buc, O. Guipaud, Georges Tarlet
   PLoS ONE, October 2018.
   

   @article{heinonen:hal-02881802,
     title = {{Temporal clustering analysis of endothelial cell gene expression following exposure to a conventional radiotherapy dose fraction using Gaussian process clustering}},
     author = {Heinonen, M. and Milliat, Fabien and Benadjaoud, Mohamed-amine and Francois, Agnes and Buard, Valerie and d'Alch{\'e}-Buc, Florence and Guipaud, O. and Tarlet, Georges},
     url = {https://hal.science/hal-02881802},
     journal = {{PLoS ONE}},
     publisher = {{Public Library of Science}},
     volume = {13},
     number = {10},
     pages = {e0204960},
     year = {2018},
     month = oct,
     doi = {10.1371/journal.pone.0204960},
     pdf = {https://hal.science/hal-02881802v1/file/de872c0f4ef556a8943fa37ae2650db8.pdf},
     hal_id = {hal-02881802},
     hal_version = {v1}
   }
   

5. An Adaptive Primal-Dual Framework for Nonsmooth Convex Minimization
   Quoc Tran-Dinh, Ahmet Alacaoglu, Olivier Fercoq, Volkan Cevher
   Mathematical Programming Computation, September 2018.
   

   @article{trandinh:hal-02287962,
     title = {{An Adaptive Primal-Dual Framework for Nonsmooth Convex Minimization}},
     author = {Tran-Dinh, Quoc and Alacaoglu, Ahmet and Fercoq, Olivier and Cevher, Volkan},
     url = {https://telecom-paris.hal.science/hal-02287962},
     journal = {{Mathematical Programming Computation}},
     hal_local_reference = {TAFC:MPC-2018},
     year = {2018},
     month = sep,
     hal_id = {hal-02287962},
     hal_version = {v1}
   }
   

6. Output Fisher embedding regression
   Moussab Djerrab, Alexandre Garcia, Maxime Sangnier, Florence d’Alché-Buc
   Machine Learning, September 2018.
   

   @article{djerrab:hal-02371087,
     title = {{Output Fisher embedding regression}},
     author = {Djerrab, Moussab and Garcia, Alexandre and Sangnier, Maxime and d'Alch{\'e}-Buc, Florence},
     url = {https://hal.science/hal-02371087},
     journal = {{Machine Learning}},
     publisher = {{Springer Verlag}},
     volume = {107},
     number = {8-10},
     pages = {1229-1256},
     year = {2018},
     month = sep,
     doi = {10.1007/s10994-018-5698-0},
     hal_id = {hal-02371087},
     hal_version = {v1}
   }
   

7. Automatic Detection of Depressive States from Speech
   Aditi Mendiratta, Filomena Scibelli, Antonietta Esposito, Vincenzo Capuano, Laurence Likforman-Sulem, Mauro Maldonato, Alessandro Vinciarelli, Anna Esposito
   Entropy, August 2018.
   

   @article{mendiratta:hal-04277535,
     title = {{Automatic Detection of Depressive States from Speech}},
     author = {Mendiratta, Aditi and Scibelli, Filomena and Esposito, Antonietta and Capuano, Vincenzo and Likforman-Sulem, Laurence and Maldonato, Mauro and Vinciarelli, Alessandro and Esposito, Anna},
     url = {https://telecom-paris.hal.science/hal-04277535},
     journal = {{Entropy}},
     publisher = {{MDPI}},
     series = {Smart Innovation, Systems and Technologies},
     volume = {69},
     number = {6},
     pages = {301-314},
     year = {2018},
     month = aug,
     doi = {10.1007/978-3-319-56904-8\_29},
     keywords = {Speech analysis ; Depression feature extraction ; MFCC ; PCA ; Self Organizing Maps (SOM)},
     hal_id = {hal-04277535},
     hal_version = {v1}
   }
   

8. A hierarchical Bayesian perspective on majorization-minimization for non-convex sparse regression: application to M/EEG source imaging
   Yousra Bekhti, Felix Lucka, Joseph Salmon, Alexandre Gramfort
   Inverse Problems, August 2018.
   

   @article{bekhti:hal-01970744,
     title = {{A hierarchical Bayesian perspective on majorization-minimization for non-convex sparse regression: application to M/EEG source imaging}},
     author = {Bekhti, Yousra and Lucka, Felix and Salmon, Joseph and Gramfort, Alexandre},
     url = {https://inria.hal.science/hal-01970744},
     journal = {{Inverse Problems}},
     publisher = {{IOP Publishing}},
     volume = {34},
     number = {8},
     pages = {085010},
     year = {2018},
     month = aug,
     hal_id = {hal-01970744},
     hal_version = {v1}
   }
   

9. Automating the Production of Communicative Gestures in Embodied Characters
   Brian Ravenet, Catherine Pelachaud, Chloé Clavel, Stacy Marsella
   Frontiers in Psychology, July 2018.
   

   @article{ravenet:hal-02382638,
     title = {{Automating the Production of Communicative Gestures in Embodied Characters}},
     author = {Ravenet, Brian and Pelachaud, Catherine and Clavel, Chlo{\'e} and Marsella, Stacy},
     url = {https://hal.science/hal-02382638},
     journal = {{Frontiers in Psychology}},
     publisher = {{Frontiers Media}},
     volume = {9},
     pages = {1-12},
     year = {2018},
     month = jul,
     doi = {10.3389/fpsyg.2018.01144},
     keywords = {Metaphorical gestures ; Embodied conversational agents ; Communicative behaviors ; Text analysis ; Embodied cognition},
     pdf = {https://hal.science/hal-02382638v1/file/fpsyg-09-01144.pdf},
     hal_id = {hal-02382638},
     hal_version = {v1}
   }
   

10. Model-based STFT phase recovery for audio source separation
    Paul Magron, Roland Badeau, Bertrand David
    IEEE Transactions on Audio, Speech and Language Processing, June 2018.
    

    @article{magron:hal-01718718,
      title = {{Model-based STFT phase recovery for audio source separation}},
      author = {Magron, Paul and Badeau, Roland and David, Bertrand},
      url = {https://hal.science/hal-01718718},
      journal = {{IEEE Transactions on Audio, Speech and Language Processing}},
      publisher = {{Institute of Electrical and Electronics Engineers}},
      volume = {26},
      year = {2018},
      month = jun,
      keywords = {Phase recovery ; sinusoidal modeling ; phase unwrapping ; uxiliary function method ; audio source separation},
      pdf = {https://hal.science/hal-01718718v2/file/main.pdf},
      hal_id = {hal-01718718},
      hal_version = {v2}
    }
    

11. Student’s t Source and Mixing Models for Multichannel Audio Source Separation
    Simon Leglaive, Roland Badeau, Gael Richard
    IEEE/ACM Transactions on Audio, Speech and Language Processing, June 2018.
    

    @article{leglaive:hal-01584755,
      title = {{Student's t Source and Mixing Models for Multichannel Audio Source Separation}},
      author = {Leglaive, Simon and Badeau, Roland and Richard, Gael},
      url = {https://inria.hal.science/hal-01584755},
      journal = {{IEEE/ACM Transactions on Audio, Speech and Language Processing}},
      publisher = {{Institute of Electrical and Electronics Engineers}},
      volume = {26},
      number = {6},
      pages = {1150-1164},
      year = {2018},
      month = jun,
      keywords = { variational inference ;  statistical room acoustics ;  Student's t distribution ; Audio source separation ;  multichannel reverberant mixtures ;  non-negative matrix factorization},
      pdf = {https://inria.hal.science/hal-01584755v2/file/FinalManuscript.pdf},
      hal_id = {hal-01584755},
      hal_version = {v2}
    }
    

12. Slant Removal Technique for Historical Document Images
    Ergina Kavallieratou, Laurence Likforman-Sulem, Nikos Vasilopoulos
    Journal of Imaging, June 2018.
    

    @article{kavallieratou:hal-02287949,
      title = {{Slant Removal Technique for Historical Document Images}},
      author = {Kavallieratou, Ergina and Likforman-Sulem, Laurence and Vasilopoulos, Nikos},
      url = {https://telecom-paris.hal.science/hal-02287949},
      journal = {{Journal of Imaging}},
      hal_local_reference = {EKLLNV:2018},
      publisher = {{MDPI}},
      volume = {4},
      number = {80},
      year = {2018},
      month = jun,
      hal_id = {hal-02287949},
      hal_version = {v1}
    }
    

13. Big Data : enjeux technologiques et impact scientifique
    Stéphan Clémençon
    Annales des Mines - Enjeux Numériques, June 2018.
    

    @article{clemencon:hal-04587369,
      title = {{Big Data : enjeux technologiques et impact scientifique}},
      author = {Cl{\'e}men{\c c}on, St{\'e}phan},
      url = {https://telecom-paris.hal.science/hal-04587369},
      journal = {{Annales des Mines - Enjeux Num{\'e}riques}},
      publisher = {{Conseil g{\'e}n{\'e}ral de l'{\'E}conomie, minist{\`e}re de l'{\'E}conomie et des Finances}},
      number = {2},
      pages = {6-8},
      year = {2018},
      month = jun,
      keywords = {Big Data ; Enjeux num{\'e}riques},
      hal_id = {hal-04587369},
      hal_version = {v1}
    }
    

14. Hybrid Projective Nonnegative Matrix Factorization with Drum Dictionaries for Harmonic/Percussive Source Separation
    Clément Laroche, Matthieu Kowalski, Hélène Papadopoulos, Gael Richard
    IEEE/ACM Transactions on Audio, Speech and Language Processing, April 2018.
    

    @article{laroche:hal-01797151,
      title = {{Hybrid Projective Nonnegative Matrix Factorization with Drum Dictionaries for Harmonic/Percussive Source Separation}},
      author = {Laroche, Cl{\'e}ment and Kowalski, Matthieu and Papadopoulos, H{\'e}l{\`e}ne and Richard, Gael},
      url = {https://hal.science/hal-01797151},
      journal = {{IEEE/ACM Transactions on Audio, Speech and Language Processing}},
      publisher = {{Institute of Electrical and Electronics Engineers}},
      volume = {26},
      number = {9},
      pages = {1499-1511},
      year = {2018},
      month = apr,
      doi = {10.1109/taslp.2018.2830116},
      pdf = {https://hal.science/hal-01797151v1/file/HPNMF.pdf},
      hal_id = {hal-01797151},
      hal_version = {v1}
    }
    

15. Efficient Bayesian Model Selection in PARAFAC via Stochastic Thermodynamic Integration
    Thanh Huy Nguyen, Umut Şimşekli, Gael Richard, Ali Taylan Cemgil
    IEEE Signal Processing Letters, April 2018.
    

    @article{huynguyen:hal-01779074,
      title = {{ Efficient Bayesian Model Selection in PARAFAC via Stochastic Thermodynamic Integration}},
      author = {Huy Nguyen, Thanh and {\c S}im{\c s}ekli, Umut and Richard, Gael and Cemgil, Ali Taylan},
      url = {https://hal.science/hal-01779074},
      journal = {{IEEE Signal Processing Letters}},
      publisher = {{Institute of Electrical and Electronics Engineers}},
      year = {2018},
      month = apr,
      keywords = {Index Terms-Tensor factorization ; PARAFAC ; Bayesian model selection ; Markov Chain Monte Carlo},
      pdf = {https://hal.science/hal-01779074v1/file/sti_spl.pdf},
      hal_id = {hal-01779074},
      hal_version = {v1}
    }
    

16. Output Fisher Embedding Regression
    Moussab Djerrab, A. Garcia Rojas, Maxime Sangnier, Florence d’Alché-Buc
    Machine learning Journal, April 2018.
    

    @article{djerrab:hal-02287837,
      title = {{Output Fisher Embedding Regression}},
      author = {Djerrab, Moussab and Garcia Rojas, A. and Sangnier, Maxime and d'Alch{\'e}-Buc, Florence},
      url = {https://telecom-paris.hal.science/hal-02287837},
      journal = {{Machine learning Journal}},
      hal_local_reference = {MD:MLJ-18},
      volume = {108},
      year = {2018},
      month = apr,
      keywords = {Fisher Vector ; Structured Output Prediction ; Output Kernel Regression ; Small Data Regime ; Weak Supervision},
      hal_id = {hal-02287837},
      hal_version = {v1}
    }
    

17. Big Data, le défi de la formation
    Stéphan Clémençon
    TEC Mobilité intelligente [Revue TEC : Transport Environnement Circulation], April 2018.
    

    @article{clemencon:hal-02287831,
      title = {{Big Data, le d{\'e}fi de la formation}},
      author = {Cl{\'e}men{\c c}on, St{\'e}phan},
      url = {https://telecom-paris.hal.science/hal-02287831},
      journal = {{TEC Mobilit{\'e} intelligente [Revue TEC : Transport Environnement Circulation]}},
      hal_local_reference = {SC:TEC-18},
      publisher = {{ATEC ITS France [Association pour le d{\'e}veloppement des Transports, de l'Environnement, et de la Circulation] [1973-....]}},
      number = {237},
      year = {2018},
      month = apr,
      hal_id = {hal-02287831},
      hal_version = {v1}
    }
    

18. Intelligence artificielle: défis scientifiques et attentes socio-économiques
    Stéphan Clémençon
    Annales des Mines - Enjeux Numériques, March 2018.
    

    @article{clemencon:hal-02287832,
      title = {{Intelligence artificielle: d{\'e}fis scientifiques et attentes socio-{\'e}conomiques}},
      author = {Cl{\'e}men{\c c}on, St{\'e}phan},
      url = {https://telecom-paris.hal.science/hal-02287832},
      journal = {{Annales des Mines - Enjeux Num{\'e}riques}},
      hal_local_reference = {SC:AM-18},
      publisher = {{Conseil g{\'e}n{\'e}ral de l'{\'E}conomie, minist{\`e}re de l'{\'E}conomie et des Finances}},
      number = {1},
      pages = {78-80},
      year = {2018},
      month = mar,
      hal_id = {hal-02287832},
      hal_version = {v1}
    }
    

19. Restarting the accelerated coordinate descent method with a rough strong convexity estimate
    Olivier Fercoq, Zheng Qu
    Computational Optimization and Applications, March 2018.
    

    @article{fercoq:hal-02287842,
      title = {{Restarting the accelerated coordinate descent method with a rough strong convexity estimate}},
      author = {Fercoq, Olivier and Qu, Zheng},
      url = {https://telecom-paris.hal.science/hal-02287842},
      journal = {{Computational Optimization and Applications}},
      hal_local_reference = {FQ:COAP-18},
      publisher = {{Springer Verlag}},
      year = {2018},
      month = mar,
      hal_id = {hal-02287842},
      hal_version = {v1}
    }
    

20. On the weak convergence of the empirical conditional copula under a simplifying assumption
    François Portier, Johan Segers
    Journal of Multivariate Analysis, February 2018.
    

    @article{portier:hal-02287765,
      title = {{On the weak convergence of the empirical conditional copula under a simplifying assumption}},
      author = {Portier, Fran{\c c}ois and Segers, Johan},
      url = {https://telecom-paris.hal.science/hal-02287765},
      journal = {{Journal of Multivariate Analysis}},
      hal_local_reference = {portier2018},
      publisher = {{Elsevier}},
      year = {2018},
      month = feb,
      hal_id = {hal-02287765},
      hal_version = {v1}
    }
    

21. Low Frequency RFID system for identification and localization in smart cities - Comparison with UHF RFID
    Vighnesh Gharat, Genevieve Baudoin, Elizabeth Colin, Damien Richard Richard
    International Journal of RF Technologies, February 2018.
    

    @article{gharat:hal-01721650,
      title = {{Low Frequency RFID system for identification and localization in smart cities - Comparison with UHF RFID}},
      author = {Gharat, Vighnesh and Baudoin, Genevieve and Colin, Elizabeth and Richard, Damien Richard},
      url = {https://hal.science/hal-01721650},
      journal = {{International Journal of RF Technologies}},
      publisher = {{IOS Press}},
      volume = {8},
      number = {4},
      pages = {191 - 211},
      year = {2018},
      month = feb,
      doi = {10.3233/RFT-181781},
      hal_id = {hal-01721650},
      hal_version = {v1}
    }
    

22. Learning about random media from near-surface backscattering: using machine learning to measure particle size and concentration
    Artur L. Gower, Robert M. Gower, Jonathan Deakin, William J. Parnell, I. David Abrahams.
    arXiv:1801.05490, February 2018.
    

    @article{gower:hal-02287766,
      title = {{Learning about random media from near-surface backscattering: using machine learning to measure particle size and concentration}},
      author = {Gower, Artur L. and Gower, Robert M. and Deakin, Jonathan and J. Parnell, William and Abrahams., I. David},
      url = {https://telecom-paris.hal.science/hal-02287766},
      journal = {{arXiv:1801.05490}},
      hal_local_reference = {Gower-multscat-2018},
      year = {2018},
      month = feb,
      keywords = {multiply scattering ; ridge regression ; wave simulations},
      hal_id = {hal-02287766},
      hal_version = {v1}
    }
    

23. Incidence of paradoxical reactions in patients treated with tocilizumab for rheumatoid arthritis: Data from the French registry REGATE
    William Terreaux, Claire Masson, Jean-Paul Eschard, Thomas Bardin, Arnaud Constantin, Loïc Le Dantec, Christian Marcelli, Aleth Perdriger, Claire Scotto Di Fazano, Daniel Wendling, Jean Sibilia, Jacques Morel, Jean Salmon
    Joint Bone Spine, January 2018.
    

    @article{terreaux:hal-02190639,
      title = {{Incidence of paradoxical reactions in patients treated with tocilizumab for rheumatoid arthritis: Data from the French registry REGATE}},
      author = {Terreaux, William and Masson, Claire and Eschard, Jean-Paul and Bardin, Thomas and Constantin, Arnaud and Le Dantec, Lo{\"i}c and Marcelli, Christian and Perdriger, Aleth and Scotto Di Fazano, Claire and Wendling, Daniel and Sibilia, Jean and Morel, Jacques and Salmon, Jean},
      url = {https://normandie-univ.hal.science/hal-02190639},
      journal = {{Joint Bone Spine}},
      publisher = {{Elsevier Masson}},
      volume = {85},
      number = {1},
      pages = {53-57},
      year = {2018},
      month = jan,
      doi = {10.1016/j.jbspin.2017.01.002},
      keywords = {Tocilizumab ; Paradoxical reactions ; Rheumatoid arthritis ; Vasculitis ; Lupus ; Uveitis},
      hal_id = {hal-02190639},
      hal_version = {v1}
    }
    

24. Transcription of Spanish Historical Handwritten Documents with Deep Neural Networks
    Emilio Granell, Edgard Chammas, Laurence Likforman-Sulem, Carlos-D Martínez-Hinarejos, Chafic Mokbel, Bogdan Cirstea
    Journal of Imaging, January 2018.
    

    @article{granell:hal-02287753,
      title = {{Transcription of Spanish Historical Handwritten Documents with Deep Neural Networks}},
      author = {Granell, Emilio and Chammas, Edgard and Likforman-Sulem, Laurence and Mart{\'i}nez-Hinarejos, Carlos-D and Mokbel, Chafic and Cirstea, Bogdan},
      url = {https://telecom-paris.hal.science/hal-02287753},
      journal = {{Journal of Imaging}},
      hal_local_reference = {LL:JIMAG-28},
      publisher = {{MDPI}},
      volume = {4},
      number = {1},
      pages = {22},
      year = {2018},
      month = jan,
      hal_id = {hal-02287753},
      hal_version = {v1}
    }
    

25. Optimization of classification and regression analysis of four monoclonal antibodies from Raman spectra using collaborative machine learning approach
    Laetitia Minh Maï Le, Balázs Kégl, Alexandre Gramfort, Camille Marini, David Nguyen, Mehdi Cherti, Sana Tfaili, Ali Tfayli, Arlette Baillet-Guffroy, Patrice Prognon, Pierre Chaminade, Eric Caudron
    Talanta, 2018.
    

    @article{le:hal-01975523,
      title = {{Optimization of classification and regression analysis of four monoclonal antibodies from Raman spectra using collaborative machine learning approach}},
      author = {Le, Laetitia Minh Ma{\"i} and K{\'e}gl, Bal{\'a}zs and Gramfort, Alexandre and Marini, Camille and Nguyen, David and Cherti, Mehdi and Tfaili, Sana and Tfayli, Ali and Baillet-Guffroy, Arlette and Prognon, Patrice and Chaminade, Pierre and Caudron, Eric},
      url = {https://hal.science/hal-01975523},
      journal = {{Talanta}},
      publisher = {{Elsevier}},
      volume = {184},
      pages = {260-265},
      year = {2018},
      doi = {10.1016/j.talanta.2018.02.109},
      pdf = {https://hal.science/hal-01975523v1/file/le2018.pdf},
      hal_id = {hal-01975523},
      hal_version = {v1}
    }
    

26. Profitable Bandits
    Mastane Achab, Stéphan Clémençon, Aurélien Garivier
    Proceedings of Machine Learning Research, 2018.
    

    @article{achab:hal-02023057,
      title = {{Profitable Bandits}},
      author = {Achab, Mastane and Cl{\'e}men{\c c}on, St{\'e}phan and Garivier, Aur{\'e}lien},
      url = {https://hal.science/hal-02023057},
      journal = {{Proceedings of Machine Learning Research}},
      publisher = {{PMLR}},
      volume = {95},
      pages = {694-709},
      year = {2018},
      keywords = {credit risk ; multi-armed bandits ; thresholding bandits ; bayesian policy},
      pdf = {https://hal.science/hal-02023057v1/file/main_acml.pdf},
      hal_id = {hal-02023057},
      hal_version = {v1}
    }
    

27. Mass volume curves and anomaly ranking
    Stéphan Clémençon, Albert Thomas
    Electronic Journal of Statistics , 2018.
    

    @article{clemencon:hal-02107531,
      title = {{Mass volume curves and anomaly ranking}},
      author = {Cl{\'e}men{\c c}on, St{\'e}phan and Thomas, Albert},
      url = {https://telecom-paris.hal.science/hal-02107531},
      journal = {{Electronic Journal of Statistics }},
      publisher = {{Shaker Heights, OH : Institute of Mathematical Statistics}},
      volume = {12},
      number = {2},
      pages = {2806-2872},
      year = {2018},
      doi = {10.1214/18-EJS1474},
      hal_id = {hal-02107531},
      hal_version = {v1}
    }
    

28. A Smooth Primal-Dual Optimization Framework for Nonsmooth Composite Minimization
    Quoc Tran-Dinh, Olivier Fercoq, Volkan Cevher
    SIAM Journal on Optimization, 2018.
    

    @article{trandinh:hal-02287465,
      title = {{A Smooth Primal-Dual Optimization Framework for Nonsmooth Composite Minimization}},
      author = {Tran-Dinh, Quoc and Fercoq, Olivier and Cevher, Volkan},
      url = {https://telecom-paris.hal.science/hal-02287465},
      journal = {{SIAM Journal on Optimization}},
      hal_local_reference = {TFC:SIOPT-16},
      publisher = {{Society for Industrial and Applied Mathematics}},
      volume = {28},
      number = {1},
      pages = {96-134},
      year = {2018},
      keywords = {Gap reduction technique ; first-order primal-dual methods ; augmented Lagrangian ; smoothing techniques ; homotopy ; separable convex minimization ; parallel and distributed computation.},
      hal_id = {hal-02287465},
      hal_version = {v1}
    }
    

29. Prediction of weakly locally stationary processes by auto-regression
    François Roueff, Andres Sanchez-Perez
    ALEA : Latin American Journal of Probability and Mathematical Statistics, 2018.
    

    @article{roueff:hal-01269137,
      title = {{Prediction of weakly locally stationary processes by auto-regression}},
      author = {Roueff, Fran{\c c}ois and Sanchez-Perez, Andres},
      url = {https://hal.science/hal-01269137},
      journal = {{ALEA : Latin American Journal of Probability and Mathematical Statistics}},
      publisher = {{Instituto Nacional de Matem{\'a}tica Pura e Aplicada (Rio de Janeiro, Brasil) [2006-....]}},
      volume = {15},
      pages = {1215--1239},
      year = {2018},
      doi = {10.30757/ALEA.v15-45},
      keywords = {minimax-rate prediction ; auto-regression coefficients ; locally stationary time series ; time varying autoregressive processes},
      pdf = {https://hal.science/hal-01269137v3/file/article.pdf},
      hal_id = {hal-01269137},
      hal_version = {v3}
    }
    

30. Integral estimation based on Markovian design
    Romain Azaïs, Bernard Delyon, François Portier
    Advances in Applied Probability, 2018. 45 pages.
    

    @article{azais:hal-01360647,
      title = {{Integral estimation based on Markovian design}},
      author = {Aza{\"i}s, Romain and Delyon, Bernard and Portier, Fran{\c c}ois},
      url = {https://hal.science/hal-01360647},
      note = {45 pages},
      journal = {{Advances in Applied Probability}},
      publisher = {{Applied Probability Trust}},
      volume = {50},
      number = {3},
      pages = {833-857},
      year = {2018},
      doi = {10.1017/apr.2018.38},
      keywords = {Nummelin splitting technique ; invariant den- sity estimation ; Markov chains ; kernel smoothing ; Integral approximation},
      pdf = {https://hal.science/hal-01360647v2/file/accel7.pdf},
      hal_id = {hal-01360647},
      hal_version = {v2}
    }
    

31. Training and Compensation of Class-conditioned NMF Bases for Speech Enhancement
    Hanwook Chung, Roland Badeau, Eric Plourde, Benoît Champagne
    Neurocomputing, 2018.
    

    @article{chung:hal-01682750,
      title = {{Training and Compensation of Class-conditioned NMF Bases for Speech Enhancement}},
      author = {Chung, Hanwook and Badeau, Roland and Plourde, Eric and Champagne, Beno{\^i}t},
      url = {https://hal.science/hal-01682750},
      journal = {{Neurocomputing}},
      publisher = {{Elsevier}},
      year = {2018},
      keywords = {classification ; probabilistic generative model ; non-negative matrix factorization ; variational Bayesian expectation-maximization ; Single-channel speech enhancement},
      pdf = {https://hal.science/hal-01682750v1/file/NEUCOMP_HC.pdf},
      hal_id = {hal-01682750},
      hal_version = {v1}
    }
    

32. Audio-Visual Analysis of Music Performances
    Zhiyao Duan, Slim Essid, Cynthia Liem, Gael Richard, Gaurav Sharma
    IEEE Signal Processing Magazine, 2018.
    

    @article{duan:hal-01893410,
      title = {{Audio-Visual Analysis of Music Performances}},
      author = {Duan, Zhiyao and Essid, Slim and Liem, Cynthia and Richard, Gael and Sharma, Gaurav},
      url = {https://hal.science/hal-01893410},
      journal = {{IEEE Signal Processing Magazine}},
      publisher = {{Institute of Electrical and Electronics Engineers}},
      year = {2018},
      hal_id = {hal-01893410},
      hal_version = {v1}
    }
    

33. A Generative Model for Non-Intrusive Load Monitoring in Commercial Buildings
    Simon Henriet, Umut Şimşekli, Benoît Fuentes, Gael Richard
    Energy and Buildings, 2018.
    

    @article{henriet:hal-02705056,
      title = {{A Generative Model for Non-Intrusive Load Monitoring in Commercial Buildings}},
      author = {Henriet, Simon and {\c S}im{\c s}ekli, Umut and Fuentes, Beno{\^i}t and Richard, Gael},
      url = {https://hal.science/hal-02705056},
      journal = {{Energy and Buildings}},
      publisher = {{Elsevier}},
      year = {2018},
      keywords = {NILM ; Commercial buildings ; Synthetic data generation ; Source separation ; Matrix factorization ; Statistical analysis},
      pdf = {https://hal.science/hal-02705056v1/file/1803.00515%281%29.pdf},
      hal_id = {hal-02705056},
      hal_version = {v1}
    }
    

Unpublished

1. Identify, locate and separate: Audio-visual object extraction in large video collections using weak supervision
   Sanjeel Parekh, Alexey Ozerov, Slim Essid, Ngoc Q. K. Duong, Patrick Pérez, Gael Richard
   November 2018. working pape....
   

   @unpublished{parekh:hal-01914532,
     title = {{Identify, locate and separate: Audio-visual object extraction in large video collections using weak supervision}},
     author = {Parekh, Sanjeel and Ozerov, Alexey and Essid, Slim and Duong, Ngoc Q. K. and P{\'e}rez, Patrick and Richard, Gael},
     url = {https://inria.hal.science/hal-01914532},
     note = {working paper or preprint},
     year = {2018},
     month = nov,
     keywords = {audio-visual event detection ; source separation ; non-negative matrix factorization ; multiple instance learning ; Index Terms-Audio-visual event detection},
     pdf = {https://inria.hal.science/hal-01914532v1/file/weak_nmf_prop.pdf},
     hal_id = {hal-01914532},
     hal_version = {v1}
   }
   

2. Mass Volume Curves and Anomaly Ranking
   Stéphan Clémençon, Albert Thomas
   August 2018. working pape....
   

   @unpublished{clemencon:hal-01516919,
     title = {{Mass Volume Curves and Anomaly Ranking}},
     author = {Cl{\'e}men{\c c}on, St{\'e}phan and Thomas, Albert},
     url = {https://hal.science/hal-01516919},
     note = {working paper or preprint},
     year = {2018},
     month = aug,
     keywords = {Unsupervised learning ; Bootstrap ; Anomaly ranking ; M-estimation},
     pdf = {https://hal.science/hal-01516919v2/file/mv_curves.pdf},
     hal_id = {hal-01516919},
     hal_version = {v2}
   }
   

3. Parametric versus nonparametric: the fitness coefficient
   Gildas Mazo, François Portier
   June 2018. working pape....
   

   @unpublished{mazo:hal-01803730,
     title = {{Parametric versus nonparametric: the fitness coefficient}},
     author = {Mazo, Gildas and Portier, Fran{\c c}ois},
     url = {https://hal.science/hal-01803730},
     note = {working paper or preprint},
     year = {2018},
     month = jun,
     keywords = {Semiparametric methods ; Goodness-of-fit ; Density estimation ; Kernel smoothing ; Likelihood methods},
     pdf = {https://hal.science/hal-01803730v1/file/mazo-portier-preprint.pdf},
     hal_id = {hal-01803730},
     hal_version = {v1}
   }
   

4. Infinite-Task Learning with Vector-Valued RKHSs
   Romain Brault, Alex Lambert, Zoltan Szabo, Maxime Sangnier, Florence d’Alché-Buc
   May 2018. 19 pages, 5 ....
   

   @unpublished{brault:hal-01800203,
     title = {{Infinite-Task Learning with Vector-Valued RKHSs}},
     author = {Brault, Romain and Lambert, Alex and Szabo, Zoltan and Sangnier, Maxime and d'Alch{\'e}-Buc, Florence},
     url = {https://hal.science/hal-01800203},
     note = {19 pages, 5 figures, 2 tables. Preprint NIPS 2018},
     year = {2018},
     month = may,
     hal_id = {hal-01800203},
     hal_version = {v1}
   }
   

5. Sharp exponential inequalities in survey sampling: conditional Poisson sampling schemes
   Patrice Bertail, Stéphan Clémençon
   February 2018. working pape....
   

   @unpublished{bertail:hal-01707442,
     title = {{Sharp exponential inequalities in survey sampling: conditional Poisson sampling schemes}},
     author = {Bertail, Patrice and Cl{\'e}men{\c c}on, St{\'e}phan},
     url = {https://hal.science/hal-01707442},
     note = {working paper or preprint},
     year = {2018},
     month = feb,
     keywords = {rejective sampling ; survey sampling ; Escher transformation ; coupling ; AMS 2015 subject classification: 60E15 ; Exponential inequality ; Poisson survey 1 scheme},
     pdf = {https://hal.science/hal-01707442v1/file/1610.03776%20%281%29.pdf},
     hal_id = {hal-01707442},
     hal_version = {v1}
   }
   

6. Nonnegative Matrix Factorization: a (Semi-) Parametric Statistical View
   Patrice Bertail, Stéphan Clémençon, Mélanie Zetlaoui
   February 2018. working pape....
   

   @unpublished{bertail:hal-01707505,
     title = {{Nonnegative Matrix Factorization: a (Semi-) Parametric Statistical View}},
     author = {Bertail, Patrice and Cl{\'e}men{\c c}on, St{\'e}phan and Zetlaoui, M{\'e}lanie},
     url = {https://hal.science/hal-01707505},
     note = {working paper or preprint},
     year = {2018},
     month = feb,
     hal_id = {hal-01707505},
     hal_version = {v1}
   }
   

patent

1. Procédé de traitement d’un signal audio et dispositif électronique correspondant, produit-programme lisible par ordinateur non transitoire et support d’informations lisible par ordinateur
   Sanjeel Parekh, Alexey Ozerov, Quang-Khanh-Ngoc Duong, Gael Richard, Slim Essid, Patrick Pérez
   France, October 2018.
   

   @patent{parekh:hal-02651234,
     title = {{Proc{\'e}d{\'e} de traitement d'un signal audio et dispositif {\'e}lectronique correspondant, produit-programme lisible par ordinateur non transitoire et support d'informations lisible par ordinateur}},
     author = {Parekh, Sanjeel and Ozerov, Alexey and Duong, Quang-Khanh-Ngoc and Richard, Gael and Essid, Slim and P{\'e}rez, Patrick},
     url = {https://telecom-paris.hal.science/hal-02651234},
     number = {EP3392882 A1},
     address = {France},
     year = {2018},
     month = oct,
     hal_id = {hal-02651234},
     hal_version = {v1}
   }
   

2. Procédé de classification et de localisation d’événements audiovisuels et appareil correspondant, produit-programme lisible par ordinateur et support d’informations lisible par ordinateur
   Quang-Khanh-Ngoc Duong, Alexey Ozerov, Sanjeel Parekh, Slim Essid, Gael Richard, Patrick Pérez
   France, March 2018.
   

   @patent{duong:hal-02651256,
     title = {{Proc{\'e}d{\'e} de classification et de localisation d'{\'e}v{\'e}nements audiovisuels et appareil correspondant, produit-programme lisible par ordinateur et support d'informations lisible par ordinateur}},
     author = {Duong, Quang-Khanh-Ngoc and Ozerov, Alexey and Parekh, Sanjeel and Essid, Slim and Richard, Gael and P{\'e}rez, Patrick},
     url = {https://telecom-paris.hal.science/hal-02651256},
     number = {EP3540634},
     address = {France},
     year = {2018},
     month = mar,
     hal_id = {hal-02651256},
     hal_version = {v1}
   }
   

3. Estimation d’un circuit électrique équivalent, à résistances et capacités thermiques, d’un bâtiment pour le contrôle optimal du chauffage du bâtiment
   Tahar Nabil, Jean-Marc Jicquel, Alexandre Girard, François Roueff
   France, January 2018.
   

   @patent{nabil:hal-04200219,
     title = {{Estimation d'un circuit {\'e}lectrique {\'e}quivalent, {\`a} r{\'e}sistances et capacit{\'e}s thermiques, d'un b{\^a}timent pour le contr{\^o}le optimal du chauffage du b{\^a}timent}},
     author = {Nabil, Tahar and Jicquel, Jean-Marc and Girard, Alexandre and Roueff, Fran{\c c}ois},
     url = {https://hal.science/hal-04200219},
     number = {EP3508996 A1},
     address = {France},
     pages = {https://permalink.orbit.com/RenderStaticFirstPage?XPN=S5GmjW98\%252BeXWqxLm4QBXD3fDUqlXTJ5uwQdFuycu4uk\%3D\%26n\%3D1\&id=0\&base=FAMPAT},
     year = {2018},
     month = jan,
     hal_id = {hal-04200219},
     hal_version = {v1}
   }
   

proceedings

1. On Binary Classification in Extreme Regions
   Hamid Jalalzai, Stéphan Clémençon, Anne Sabourin
   September 2018.
   

   @proceedings{jalalzai:hal-01932813,
     title = {{On Binary Classification in Extreme Regions}},
     author = {Jalalzai, Hamid and Cl{\'e}men{\c c}on, St{\'e}phan and Sabourin, Anne},
     url = {https://imt.hal.science/hal-01932813},
     hal_local_reference = {SC:NIPS-18},
     year = {2018},
     month = sep,
     pdf = {https://imt.hal.science/hal-01932813v1/file/inproceedings-2018-18398-4.pdf},
     hal_id = {hal-01932813},
     hal_version = {v1}
   }
   

Book Chapters

1. Applying source separation to music
   Bryan Pardo, Antoine Liutkus, Zhiyao Duan, Gael Richard
   Audio Source Separation and Speech Enhancement, August 2018.
   

   @incollection{pardo:hal-01945320,
     title = {{Applying source separation to music}},
     author = {Pardo, Bryan and Liutkus, Antoine and Duan, Zhiyao and Richard, Gael},
     url = {https://inria.hal.science/hal-01945320},
     booktitle = {{Audio Source Separation and Speech Enhancement}},
     hal_local_reference = {BP-book2017},
     publisher = {{Wiley}},
     volume = {Chapter 16},
     year = {2018},
     month = aug,
     doi = {10.1002/9781119279860.ch16},
     keywords = {Interactive separation ; KAM ; Nonnegative matrix factorization ; Score-informed separation ; HPSS ; REPET ; REPET-sim},
     pdf = {https://inria.hal.science/hal-01945320v1/file/2018-audio-source-separation-Chapter16.pdf},
     hal_id = {hal-01945320},
     hal_version = {v1}
   }
   

2. Subsampling for big data : some recent advances
   Patrice Bertail, Ons Jelassi, Jessica Tressou, Mélanie Zetlaoui
   Recent advances in Nonparametric Statistics, ISNPS 2018, Avignon, Springer Verlag, Berlin., 2018.
   

   @incollection{bertail:hal-01707500,
     title = {{Subsampling for big data : some recent advances}},
     author = {Bertail, Patrice and Jelassi, Ons and Tressou, Jessica and Zetlaoui, M{\'e}lanie},
     url = {https://hal.science/hal-01707500},
     booktitle = {{Recent advances in Nonparametric Statistics, ISNPS 2018, Avignon, Springer Verlag, Berlin.}},
     year = {2018},
     hal_id = {hal-01707500},
     hal_version = {v1}
   }
   

3. Nonnegative Matrix Factorization
   Roland Badeau, Tuomas Virtanen
   Audio Source Separation and Speech Enhancement, 2018.
   

   @incollection{badeau:hal-02288070,
     title = {{Nonnegative Matrix Factorization}},
     author = {Badeau, Roland and Virtanen, Tuomas},
     url = {https://telecom-paris.hal.science/hal-02288070},
     booktitle = {{Audio Source Separation and Speech Enhancement}},
     hal_local_reference = {RB:Wiley-18},
     publisher = {{Wiley}},
     pages = {131-160},
     year = {2018},
     hal_id = {hal-02288070},
     hal_version = {v1}
   }
   

Theses

1. De l’analyse d’opinions à la détection des problèmes d’interactions humain-machine : application à la gestion de la relation client
   Irina Poltavchenko
   June 2018.
   

   @phdthesis{poltavchenko:tel-03383799,
     title = {{De l'analyse d'opinions {\`a} la d{\'e}tection des probl{\`e}mes d'interactions humain-machine : application {\`a} la gestion de la relation client}},
     author = {Poltavchenko, Irina},
     url = {https://pastel.hal.science/tel-03383799},
     number = {2018ENST0030},
     school = {{T{\'e}l{\'e}com ParisTech}},
     year = {2018},
     month = jun,
     keywords = {Chatbot dialog ; Interaction problems ; Opinion mining ; Human-computer interaction ; Written interactions ; Dialog ; Chatbot dialogue ; Probl{\`e}mes d'interactions ; Analyse d'opinion ; Interaction homme-machine ; Interactions {\'e}crites ; Dialogue},
     type = {Theses},
     pdf = {https://pastel.hal.science/tel-03383799v1/file/PoltavchenkoMaslowskiManuscritFinal.pdf},
     hal_id = {tel-03383799},
     hal_version = {v1}
   }
   

2. Advances in automating analysis of neural time series data
   Mainak Jas
   April 2018.
   

   @phdthesis{jas:tel-03411539,
     title = {{Advances in automating analysis of neural time series data}},
     author = {Jas, Mainak},
     url = {https://pastel.hal.science/tel-03411539},
     number = {2018ENST0021},
     school = {{T{\'e}l{\'e}com ParisTech}},
     year = {2018},
     month = apr,
     keywords = {Automation ; Reproducibility ; Outlier detection ; EEG ; MEG ; Data sharing ; Sparse coding ; Feature learning ; Automatisation ; Reproductibilit{\'e} ; D{\'e}tection d'anomalies ; EEG ; MEG ; Partage de donn{\'e}es ; Codage parcimonieux ; Apprentissage des fonctionnalit{\'e}s},
     type = {Theses},
     pdf = {https://pastel.hal.science/tel-03411539v1/file/TheseJas.pdf},
     hal_id = {tel-03411539},
     hal_version = {v1}
   }
   

3. Contributions to sparse source localization for MEG/EEG brain imaging
   Yousra Bekhti
   March 2018.
   

   @phdthesis{bekhti:tel-03409068,
     title = {{Contributions to sparse source localization for MEG/EEG brain imaging}},
     author = {Bekhti, Yousra},
     url = {https://pastel.hal.science/tel-03409068},
     number = {2018ENST0017},
     school = {{T{\'e}l{\'e}com ParisTech}},
     year = {2018},
     month = mar,
     keywords = {Sparse representation ; Inverse problem ; MCMC, Markov chain Monte Carlo ; MEG/EEG ; Repr{\'e}sentation parcimonieuse ; Probl{\`e}me inverse ; MCMC, M{\'e}thode de Monte-Carlo par cha{\^i}nes de Markov ; MEG/EEG},
     type = {Theses},
     pdf = {https://pastel.hal.science/tel-03409068v1/file/ybekhti_phd_thesis.pdf},
     hal_id = {tel-03409068},
     hal_version = {v1}
   }
   

4. Apprentissage de représentations pour l’analyse de scènes sonores
   Victor Bisot
   March 2018.
   

   @phdthesis{bisot:tel-03523676,
     title = {{Apprentissage de repr{\'e}sentations pour l'analyse de sc{\`e}nes sonores}},
     author = {Bisot, Victor},
     url = {https://pastel.hal.science/tel-03523676},
     number = {2018ENST0016},
     school = {{T{\'e}l{\'e}com ParisTech}},
     year = {2018},
     month = mar,
     keywords = {Acoustic scene classification ; Acoustic event detection ; Representation learning ; Nonnegative matrix factorization ; Machine learning ; Deep neural networks ; Classification de sc{\`e}nes sonores ; D{\'e}tection d'{\'e}v{\'e}nements sonores ; Apprentissage de repr{\'e}sentations ; Factorisation en matrices positives ; Apprentissage automatique ; R{\'e}seaux de neurones profonds},
     type = {Theses},
     pdf = {https://pastel.hal.science/tel-03523676v2/file/bisotthesis.pdf},
     hal_id = {tel-03523676},
     hal_version = {v2}
   }
   

Technical Reports

1. Research report on unified stochastic reverberation modeling
   Roland Badeau
   February 2018.
   

   @techreport{badeau:hal-01715431,
     title = {{Research report on unified stochastic reverberation modeling}},
     author = {Badeau, Roland},
     url = {https://hal.science/hal-01715431},
     type = {Research Report},
     number = { 2018D001},
     institution = {{T{\'e}l{\'e}com ParisTech}},
     year = {2018},
     month = feb,
     keywords = {reverberation ; room impulse response ; room frequency response ; stochastic models ; Poisson processes ; stationary processes ; Wigner distribution ; r{\'e}ponse impulsionnelle de salle ; r{\'e}ponse fr{\'e}quentielle de salle ; mod{\`e}les stochastiques ; processus de Poisson ; processus stationnnaires ; distribution de Wigner-Ville},
     pdf = {https://hal.science/hal-01715431v1/file/Reverberation_Report_Badeau.pdf},
     hal_id = {hal-01715431},
     hal_version = {v1}
   }
   

Conference Articles

1. Signal and Noise Detection using Recurrent Autoencoders on Seismic Marine Data
   Mathieu Chambefort, Emilie Chautru, Stéphan Clémençon, Guillaume Poulain, Nicolas Salaun
   NIPS, Workshop in Machine Learning for Geophysical & Geochemical Signals, Montréal, Canada, December 2018.
   

   @inproceedings{chambefort:hal-02287988,
     title = {{Signal and Noise Detection using Recurrent Autoencoders on Seismic Marine Data}},
     author = {Chambefort, Mathieu and Chautru, Emilie and Cl{\'e}men{\c c}on, St{\'e}phan and Poulain, Guillaume and Salaun, Nicolas},
     url = {https://telecom-paris.hal.science/hal-02287988},
     booktitle = {{NIPS, Workshop in Machine Learning for Geophysical \& Geochemical Signals}},
     address = {Montr{\'e}al, Canada},
     hal_local_reference = {SC:NIPSW1-18},
     year = {2018},
     month = dec,
     hal_id = {hal-02287988},
     hal_version = {v1}
   }
   

2. A Structured Prediction Approach for Label Ranking
   Anna Korba, Alexandre Garcia, Florence d’Alché-Buc
   Nips 2018, Montreal, Canada, December 2018.
   

   @inproceedings{korba:hal-02371075,
     title = {{A Structured Prediction Approach for Label Ranking}},
     author = {Korba, Anna and Garcia, Alexandre and d'Alch{\'e}-Buc, Florence},
     url = {https://hal.science/hal-02371075},
     booktitle = {{Nips 2018}},
     address = {Montreal, Canada},
     year = {2018},
     month = dec,
     pdf = {https://hal.science/hal-02371075v1/file/8114-a-structured-prediction-approach-for-label-ranking.pdf},
     hal_id = {hal-02371075},
     hal_version = {v1}
   }
   

3. Asymptotic optimality of adaptive importance sampling
   Bernard Delyon, François Portier
   32nd Conference on Neural Information Processing Systems (NIPS), Montréal, Canada, December 2018.
   

   @inproceedings{delyon:hal-02094838,
     title = {{Asymptotic optimality of adaptive importance sampling}},
     author = {Delyon, Bernard and Portier, Fran{\c c}ois},
     url = {https://hal.science/hal-02094838},
     booktitle = {{32nd Conference on Neural Information Processing Systems (NIPS)}},
     address = {Montr{\'e}al, Canada},
     editor = {Bengio and Wallach, S; and Larochelle, H; and Grauman, H; and CesaBianchi, K; and Garnett, N; and R},
     series = {ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 31 (NIPS 2018)},
     volume = {31},
     year = {2018},
     month = dec,
     keywords = {Adaptive importance sampling},
     hal_id = {hal-02094838},
     hal_version = {v1}
   }
   

4. Machine Learning for Survival Analysis: Empirical Risk Minimization for Censored Distribution-Free Regression with Applications.
   Guillaume Ausset, Stéphan Clémençon, François Portier
   NIPS, Workshop ML4H, Montréal, Canada, December 2018.
   

   @inproceedings{ausset:hal-02287991,
     title = {{Machine Learning for Survival Analysis: Empirical Risk Minimization for Censored Distribution-Free Regression with Applications.}},
     author = {Ausset, Guillaume and Cl{\'e}men{\c c}on, St{\'e}phan and Portier, Fran{\c c}ois},
     url = {https://telecom-paris.hal.science/hal-02287991},
     booktitle = {{NIPS, Workshop ML4H}},
     address = {Montr{\'e}al, Canada},
     hal_local_reference = {SC:NIPSML4H-18},
     year = {2018},
     month = dec,
     hal_id = {hal-02287991},
     hal_version = {v1}
   }
   

5. Disfluencies and Teaching Strategies in Social Interactions Between a Pedagogical Agent and a Student: Background and Challenges
   Tanvi Dinkar, Ioana Vasilescu, Catherine Pelachaud, Chloé Clavel
   SEMDIAL 2018 (AixDial), The 22nd workshop on the Semantics and Pragmatics of Dialogue, Aix-en-Provence, France, November 2018.
   

   @inproceedings{dinkar:hal-02292437,
     title = {{Disfluencies and Teaching Strategies in Social Interactions Between a Pedagogical Agent and a Student: Background and Challenges}},
     author = {Dinkar, Tanvi and Vasilescu, Ioana and Pelachaud, Catherine and Clavel, Chlo{\'e}},
     url = {https://telecom-paris.hal.science/hal-02292437},
     booktitle = {{SEMDIAL 2018 (AixDial), The 22nd workshop on the Semantics and Pragmatics of Dialogue}},
     address = {Aix-en-Provence, France},
     hal_local_reference = {TD:SEMDIAL-18},
     publisher = {{Laurent Pr{\'e}vot, Magalie Ochs and Beno{\^i}t Favre}},
     pages = {188-191},
     year = {2018},
     month = nov,
     keywords = {Social Interaction ; Pedagogical environment ; linguistics ; Disfluency},
     hal_id = {hal-02292437},
     hal_version = {v1}
   }
   

6. Detecting User’s Likes and Dislikes for a Virtual Negotiating Agent
   Caroline Langlet, Chloé Clavel
   ICMI ’18: INTERNATIONAL CONFERENCE ON MULTIMODAL INTERACTION, Boulder CO USA, France, October 2018.
   

   @inproceedings{langlet:hal-04276038,
     title = {{Detecting User's Likes and Dislikes for a Virtual Negotiating Agent}},
     author = {Langlet, Caroline and Clavel, Chlo{\'e}},
     url = {https://hal.science/hal-04276038},
     booktitle = {{ICMI '18: INTERNATIONAL CONFERENCE ON MULTIMODAL INTERACTION}},
     address = {Boulder CO USA, France},
     publisher = {{ACM}},
     pages = {103-110},
     year = {2018},
     month = oct,
     doi = {10.1145/3242969.3243024},
     keywords = {Computing methodologies ; Artificial intelligence ; Distributed artificial intelligence ; Natural language processing ; Intelligent agents},
     hal_id = {hal-04276038},
     hal_version = {v1}
   }
   

7. ANALYSIS OF COMMON DESIGN CHOICES IN DEEP LEARNING SYSTEMS FOR DOWNBEAT TRACKING
   Magdalena Fuentes, Brian Mcfee, Hélène C Crayencour, Slim Essid, Juan P Bello
   The 19th International Society for Music Information Retrieval Conference, Paris, France, September 2018.
   

   @inproceedings{fuentes:hal-02943467,
     title = {{ANALYSIS OF COMMON DESIGN CHOICES IN DEEP LEARNING SYSTEMS FOR DOWNBEAT TRACKING}},
     author = {Fuentes, Magdalena and Mcfee, Brian and Crayencour, H{\'e}l{\`e}ne C and Essid, Slim and Bello, Juan P},
     url = {https://hal.science/hal-02943467},
     booktitle = {{The 19th International Society for Music Information Retrieval Conference}},
     address = {Paris, France},
     year = {2018},
     month = sep,
     pdf = {https://hal.science/hal-02943467v1/file/MF_ISMIR-18.pdf},
     hal_id = {hal-02943467},
     hal_version = {v1}
   }
   

8. MAIN MELODY EXTRACTION WITH SOURCE-FILTER NMF AND CRNN
   Dogac Basaran, Slim Essid, Geoffroy Peeters
   19th International Society for Music Information Retreival, Paris, France, September 2018.
   

   @inproceedings{basaran:hal-02019103,
     title = {{MAIN MELODY EXTRACTION WITH SOURCE-FILTER NMF AND CRNN}},
     author = {Basaran, Dogac and Essid, Slim and Peeters, Geoffroy},
     url = {https://hal.science/hal-02019103},
     booktitle = {{19th International Society for Music Information Retreival}},
     address = {Paris, France},
     year = {2018},
     month = sep,
     pdf = {https://hal.science/hal-02019103v1/file/273_Paper.pdf},
     hal_id = {hal-02019103},
     hal_version = {v1}
   }
   

9. Unified Stochastic Reverberation Modeling
   Roland Badeau
   26th European Signal Processing Conference (EUSIPCO), Rome, Italy, September 2018.
   

   @inproceedings{badeau:hal-01795319,
     title = {{Unified Stochastic Reverberation Modeling}},
     author = {Badeau, Roland},
     url = {https://hal.science/hal-01795319},
     booktitle = {{26th European Signal Processing Conference (EUSIPCO)}},
     address = {Rome, Italy},
     series = {Proc. 26th European Signal Processing Conference (EUSIPCO 2018)},
     year = {2018},
     month = sep,
     keywords = {Reverberation ; room impulse response ; stationary processes ; Wigner distribution. ; Index Terms-Reverberation ; room frequency response ; stochastic models ; Poisson processes ; station-ary processes ; Wigner distribution},
     pdf = {https://hal.science/hal-01795319v1/file/Badeau-EUSIPCO-2018.pdf},
     hal_id = {hal-01795319},
     hal_version = {v1}
   }
   

10. Transport Mode Detection when Fine-grained and Coarse-grained Data Meet
    Fereshteh Asgari, Stéphan Clémençon
    2018 3rd IEEE International Conference on Intelligent Transportation Engineering (ICITE), Singapore, Singapore, September 2018.
    

    @inproceedings{asgari:hal-04589634,
      title = {{Transport Mode Detection when Fine-grained and Coarse-grained Data Meet}},
      author = {Asgari, Fereshteh and Cl{\'e}men{\c c}on, St{\'e}phan},
      url = {https://telecom-paris.hal.science/hal-04589634},
      booktitle = {{2018 3rd IEEE International Conference on Intelligent Transportation Engineering (ICITE)}},
      address = {Singapore, Singapore},
      publisher = {{IEEE}},
      pages = {301-307},
      year = {2018},
      month = sep,
      keywords = {Global Positioning System ; Hidden Markov models ; Support vector machines ; Trajectory ; Feature extraction ; Data collection ; Detection algorithms ; Transport Mode Detection ; Fine-grained ; Coarse-grained ; Machine Learning},
      hal_id = {hal-04589634},
      hal_version = {v1}
    }
    

11. Multi-task Feature Learning for EEG-based Emotion Recognition Using Group Nonnegative Matrix Factorization
    Ayoub Hajlaoui, Mohamed Chetouani, Slim Essid
    2018 26th European Signal Processing Conference (EUSIPCO), Rome, France, September 2018.
    

    @inproceedings{hajlaoui:hal-02422892,
      title = {{Multi-task Feature Learning for EEG-based Emotion Recognition Using Group Nonnegative Matrix Factorization}},
      author = {Hajlaoui, Ayoub and Chetouani, Mohamed and Essid, Slim},
      url = {https://hal.sorbonne-universite.fr/hal-02422892},
      booktitle = {{2018 26th European Signal Processing Conference (EUSIPCO)}},
      address = {Rome, France},
      publisher = {{IEEE}},
      pages = {91-95},
      year = {2018},
      month = sep,
      doi = {10.23919/EUSIPCO.2018.8553390},
      hal_id = {hal-02422892},
      hal_version = {v1}
    }
    

12. Learning with Noise-Contrastive Estimation: Easing training by learning to scale
    Matthieu Labeau, Alexandre Allauzen
    27th International Conference on Computational Linguistics (COLING 2018), Santa Fe, NM, United States, August 2018.
    

    @inproceedings{labeau:hal-02912385,
      title = {{Learning with Noise-Contrastive Estimation: Easing training by learning to scale}},
      author = {Labeau, Matthieu and Allauzen, Alexandre},
      url = {https://hal.science/hal-02912385},
      booktitle = {{27th International Conference on Computational Linguistics (COLING 2018)}},
      address = {Santa Fe, NM, United States},
      publisher = {{Association for Computational Linguistics}},
      series = {Proceedings of the 27th International Conference on Computational Linguistics},
      pages = {3090-3101},
      year = {2018},
      month = aug,
      pdf = {https://hal.science/hal-02912385v1/file/C18-1261.pdf},
      hal_id = {hal-02912385},
      hal_version = {v1}
    }
    

13. Automatic Nonverbal Behavior Generation from Image Schemas
    Brian Ravenet, Chloé Clavel, Catherine Pelachaud
    International Conference on Autonomous Agents and Multiagent Systems, Stockholm, Sweden, July 2018.
    

    @inproceedings{ravenet:hal-02287759,
      title = {{Automatic Nonverbal Behavior Generation from Image Schemas}},
      author = {Ravenet, Brian and Clavel, Chlo{\'e} and Pelachaud, Catherine},
      url = {https://telecom-paris.hal.science/hal-02287759},
      booktitle = {{International Conference on Autonomous Agents and Multiagent Systems}},
      address = {Stockholm, Sweden},
      hal_local_reference = {BR:AAMAS-18},
      year = {2018},
      month = jul,
      keywords = {social behaviors ; embodied cognition ; text analysis ; virtual agents},
      hal_id = {hal-02287759},
      hal_version = {v1}
    }
    

14. A Probabilistic Theory of Supervised Similarity Learning: Pairwise Bipartite Ranking and Pointwise ROC Curve Optimization
    Stéphan Clémençon, Robin Vogel, Aurélien Bellet
    ICML 2018 - Thirty-fifth International Conference on Machine Learning, Stockholm, Sweden, July 2018.
    

    @inproceedings{clemencon:hal-02288518,
      title = {{A Probabilistic Theory of Supervised Similarity Learning: Pairwise Bipartite Ranking and Pointwise ROC Curve Optimization}},
      author = {Cl{\'e}men{\c c}on, St{\'e}phan and Vogel, Robin and Bellet, Aur{\'e}lien},
      url = {https://telecom-paris.hal.science/hal-02288518},
      booktitle = {{ICML 2018 - Thirty-fifth International Conference on Machine Learning}},
      address = {Stockholm, Sweden},
      hal_local_reference = {SC:ICML-18a},
      year = {2018},
      month = jul,
      hal_id = {hal-02288518},
      hal_version = {v1}
    }
    

15. Structured Output Learning with Abstention: Application to Accurate Opinion Prediction
    Alexandre Garcia, Slim Essid, Chloé Clavel, Florence d’Alché-Buc
    35th International Conference on Machine Learning18., Stockholm, Sweden, July 2018.
    

    @inproceedings{garcia:hal-01950907,
      title = {{Structured Output Learning with Abstention: Application to Accurate Opinion Prediction}},
      author = {Garcia, Alexandre and Essid, Slim and Clavel, Chlo{\'e} and d'Alch{\'e}-Buc, Florence},
      url = {https://hal.science/hal-01950907},
      booktitle = {{35th International Conference on Machine Learning18.}},
      address = {Stockholm, Sweden},
      series = {Proceedings of the 35th International Conference on Machine Learning},
      year = {2018},
      month = jul,
      pdf = {https://hal.science/hal-01950907v1/file/garcia18a.pdf},
      hal_id = {hal-01950907},
      hal_version = {v1}
    }
    

16. Asynchronous Stochastic Quasi-Newton MCMC for Non-Convex Optimization
    Umut Şimşekli, Cagatay Yildiz, Thanh Huy Nguyen, Gael Richard, A Taylan Cemgil
    ICML 2018, Stockholm, Sweden, July 2018.
    

    @inproceedings{imekli:hal-01810775,
      title = {{Asynchronous Stochastic Quasi-Newton MCMC for Non-Convex Optimization}},
      author = {{\c S}im{\c s}ekli, Umut and Yildiz, Cagatay and Huy Nguyen, Thanh and Richard, Gael and Cemgil, A Taylan},
      url = {https://hal.science/hal-01810775},
      booktitle = {{ICML 2018}},
      address = {Stockholm, Sweden},
      year = {2018},
      month = jul,
      pdf = {https://hal.science/hal-01810775v1/file/simsekli_icml2018.pdf},
      hal_id = {hal-01810775},
      hal_version = {v1}
    }
    

17. Multichannel Audio Modeling with Elliptically Stable Tensor Decomposition
    Mathieu Fontaine, Fabian-Robert Stöter, Antoine Liutkus, Umut Şimşekli, Romain Serizel, Roland Badeau
    LVA/ICA 2018 - 14th International Conference on Latent Variable Analysis and Signal Separation, Surrey, United Kingdom, July 2018.
    

    @inproceedings{fontaine:lirmm-01766795,
      title = {{Multichannel Audio Modeling with Elliptically Stable Tensor Decomposition}},
      author = {Fontaine, Mathieu and St{\"o}ter, Fabian-Robert and Liutkus, Antoine and {\c S}im{\c s}ekli, Umut and Serizel, Romain and Badeau, Roland},
      url = {https://hal-lirmm.ccsd.cnrs.fr/lirmm-01766795},
      booktitle = {{LVA/ICA 2018 - 14th International Conference on Latent Variable Analysis and Signal Separation}},
      address = {Surrey, United Kingdom},
      editor = {Y., Deville and S., Gannot and R., Mason and M., Plumbley and D., Ward},
      publisher = {{Springer}},
      series = {LNCS},
      volume = {10891},
      pages = {13-23},
      year = {2018},
      month = jul,
      doi = {10.1007/978-3-319-93764-9\_2},
      pdf = {https://hal-lirmm.ccsd.cnrs.fr/lirmm-01766795v1/file/LVA-ICA2018_046_original_v5.pdf},
      hal_id = {lirmm-01766795},
      hal_version = {v1}
    }
    

18. A Conditional Gradient Framework for Composite Convex Minimization with Applications to Semidefinite Programming
    Alp Yurtsever, Olivier Fercoq, Volkan Cevher, Francesco Locatello
    International Conference on Machine Learning, Stockholm, Sweden, July 2018.
    

    @inproceedings{yurtsever:hal-02292460,
      title = {{A Conditional Gradient Framework for Composite Convex Minimization with Applications to Semidefinite Programming}},
      author = {Yurtsever, Alp and Fercoq, Olivier and Cevher, Volkan and Locatello, Francesco},
      url = {https://telecom-paris.hal.science/hal-02292460},
      booktitle = {{International Conference on Machine Learning}},
      address = {Stockholm, Sweden},
      hal_local_reference = {YFCL:ICML-18},
      year = {2018},
      month = jul,
      hal_id = {hal-02292460},
      hal_version = {v1}
    }
    

19. Celer: a Fast Solver for the Lasso with Dual Extrapolation
    Mathurin Massias, Alexandre Gramfort, Joseph Salmon
    ICML 2018 - 35th International Conference on Machine Learning, Stockholm, Sweden, July 2018.
    

    @inproceedings{massias:hal-01833398,
      title = {{Celer: a Fast Solver for the Lasso with Dual Extrapolation}},
      author = {Massias, Mathurin and Gramfort, Alexandre and Salmon, Joseph},
      url = {https://hal.science/hal-01833398},
      booktitle = {{ICML 2018 - 35th International Conference on Machine Learning}},
      address = {Stockholm, Sweden},
      series = {PMLR},
      volume = {80},
      pages = {3321-3330},
      year = {2018},
      month = jul,
      pdf = {https://hal.science/hal-01833398v1/file/massias18a.pdf},
      hal_id = {hal-01833398},
      hal_version = {v1}
    }
    

20. A Probabilistic Theory of Supervised Similarity Learning for Pointwise ROC Curve Optimization
    Robin Vogel, Aurélien Bellet, Stéphan Clémençon
    Proceedings of the 35 th International Conference on Machine Learning, Stochkolm, Sweden, July 2018.
    

    @inproceedings{vogel:hal-01922988,
      title = {{A Probabilistic Theory of Supervised Similarity Learning for Pointwise ROC Curve Optimization}},
      author = {Vogel, Robin and Bellet, Aur{\'e}lien and Cl{\'e}men{\c c}on, St{\'e}phan},
      url = {https://inria.hal.science/hal-01922988},
      booktitle = {{Proceedings of the 35 th International Conference on Machine Learning}},
      address = {Stochkolm, Sweden},
      year = {2018},
      month = jul,
      pdf = {https://inria.hal.science/hal-01922988v1/file/icml18_supp.pdf},
      hal_id = {hal-01922988},
      hal_version = {v1}
    }
    

21. Algorithmes à base d’échantillonage pour l’entraînement de modèles de langue neuronaux
    Matthieu Labeau, Alexandre Allauzen
    25e conférence sur le Traitement Automatique des Langues Naturelles (TALN), Rennes, France, May 2018.
    

    @inproceedings{labeau:hal-02912471,
      title = {{Algorithmes {\`a} base d'{\'e}chantillonage pour l'entra{\^i}nement de mod{\`e}les de langue neuronaux}},
      author = {Labeau, Matthieu and Allauzen, Alexandre},
      url = {https://hal.science/hal-02912471},
      booktitle = {{25e conf{\'e}rence sur le Traitement Automatique des Langues Naturelles (TALN)}},
      address = {Rennes, France},
      year = {2018},
      month = may,
      keywords = {Neural Language Model ; Noise Contrastive Estimation ; Negative Sampling ; Mod{\`e}le de langue ; Estimation contrastive bruit{\'e}e ; Negative Sampling.},
      pdf = {https://hal.science/hal-02912471v1/file/2018.jeptalnrecital-court.29.pdf},
      hal_id = {hal-02912471},
      hal_version = {v1}
    }
    

22. On Aggregation in Ranking Median Regression.
    Stéphan Clémençon, Anna Korba
    ESANN 2018 proceedings, European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Bruges, Belgium, April 2018.
    

    @inproceedings{clemencon:hal-02288509,
      title = {{On Aggregation in Ranking Median Regression.}},
      author = {Cl{\'e}men{\c c}on, St{\'e}phan and Korba, Anna},
      url = {https://telecom-paris.hal.science/hal-02288509},
      booktitle = {{ESANN 2018 proceedings, European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning}},
      address = {Bruges, Belgium},
      hal_local_reference = {SC:ESANN-18},
      year = {2018},
      month = apr,
      hal_id = {hal-02288509},
      hal_version = {v1}
    }
    

23. Handwriting Recognition of Historical Documents with Few Labeled Data
    Edgard Chammas, Chafic Mokbel, Laurence Likforman-Sulem
    2018 13th IAPR International Workshop on Document Analysis Systems (DAS), Vienna, France, April 2018.
    

    @inproceedings{chammas:hal-04267897,
      title = {{Handwriting Recognition of Historical Documents with Few Labeled Data}},
      author = {Chammas, Edgard and Mokbel, Chafic and Likforman-Sulem, Laurence},
      url = {https://telecom-paris.hal.science/hal-04267897},
      booktitle = {{2018 13th IAPR International Workshop on Document Analysis Systems (DAS)}},
      address = {Vienna, France},
      publisher = {{IEEE}},
      pages = {43-48},
      year = {2018},
      month = apr,
      doi = {10.1109/DAS.2018.15},
      keywords = {CRNN ; Handwriting recognition ; Historical documents ; Variability ; Multi-scale training ; Limited labeled data},
      pdf = {https://telecom-paris.hal.science/hal-04267897v1/file/published_das2018.pdf},
      hal_id = {hal-04267897},
      hal_version = {v1}
    }
    

24. A Constant Step Stochastic Douglas-Rachford Algorithm with Application to Non Separable Regularizations
    Adil Salim, Pascal Bianchi, Walid Hachem
    ICASSP 2018, Calgary, Canada, April 2018.
    

    @inproceedings{salim:hal-02369904,
      title = {{A Constant Step Stochastic Douglas-Rachford Algorithm with Application to Non Separable Regularizations}},
      author = {Salim, Adil and Bianchi, Pascal and Hachem, Walid},
      url = {https://hal.science/hal-02369904},
      booktitle = {{ICASSP 2018}},
      address = {Calgary, Canada},
      publisher = {{IEEE}},
      series = {Proceedings of the 2018 IEEE International Conference on Acoustics, Speech and Signal Processing},
      pages = {2886-2890},
      year = {2018},
      month = apr,
      doi = {10.1109/ICASSP.2018.8461469},
      keywords = {Stochastic optimization ; proximal methods ; Douglas Rachford algorithm ; structured regularizations},
      pdf = {https://hal.science/hal-02369904v1/file/icassp18.pdf},
      hal_id = {hal-02369904},
      hal_version = {v1}
    }
    

25. An ensemble learning approach to detect epileptic seizures from long intracranial EEG recordings
    Jean-Baptiste Schiratti, Jean-Eudes Le Douget, Michel Quyen, Slim Essid, Alexandre Gramfort
    ICASSP 2018 - 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP, Calgary, Canada, April 2018.
    

    @inproceedings{schiratti:hal-01724272,
      title = {{An ensemble learning approach to detect epileptic seizures from long intracranial EEG recordings}},
      author = {Schiratti, Jean-Baptiste and Le Douget, Jean-Eudes and Le van Quyen, Michel and Essid, Slim and Gramfort, Alexandre},
      url = {https://hal.science/hal-01724272},
      booktitle = {{ICASSP 2018 - 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP}},
      address = {Calgary, Canada},
      publisher = {{IEEE}},
      year = {2018},
      month = apr,
      keywords = {Intracranial EEG ; Machine learning ; Epilepsy and seizures ; Intracranial EEG},
      pdf = {https://hal.science/hal-01724272v1/file/ICASSP.pdf},
      hal_id = {hal-01724272},
      hal_version = {v1}
    }
    

26. Attitude Classification in Adjacency Pairs of a Human-Agent Interaction with Hidden Conditional Random Fields
    Valentin Barriere, Chloé Clavel, Slim Essid
    ICASSP 2018 - 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Calgary, Canada, April 2018.
    

    @inproceedings{barriere:hal-02943469,
      title = {{Attitude Classification in Adjacency Pairs of a Human-Agent Interaction with Hidden Conditional Random Fields}},
      author = {Barriere, Valentin and Clavel, Chlo{\'e} and Essid, Slim},
      url = {https://hal.science/hal-02943469},
      booktitle = {{ICASSP 2018 - 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)}},
      address = {Calgary, Canada},
      publisher = {{IEEE}},
      pages = {4949-4953},
      year = {2018},
      month = apr,
      doi = {10.1109/ICASSP.2018.8462160},
      hal_id = {hal-02943469},
      hal_version = {v1}
    }
    

27. Alpha-stable low-rank plus residual decomposition for speech enhancement
    Umut Şimşekli, Halil Erdogan, Simon Leglaive, Antoine Liutkus, Roland Badeau, Gael Richard
    ICASSP: International Conference on Acoustics, Speech, and Signal Processing, Calgary, Canada, April 2018.
    

    @inproceedings{imekli:hal-01714909,
      title = {{Alpha-stable low-rank plus residual decomposition for speech enhancement}},
      author = {{\c S}im{\c s}ekli, Umut and Erdogan, Halil and Leglaive, Simon and Liutkus, Antoine and Badeau, Roland and Richard, Gael},
      url = {https://inria.hal.science/hal-01714909},
      booktitle = {{ICASSP: International Conference on Acoustics, Speech, and Signal Processing}},
      address = {Calgary, Canada},
      publisher = {{IEEE}},
      pages = {651-655},
      year = {2018},
      month = apr,
      doi = {10.1109/ICASSP.2018.8461539},
      keywords = {Audio source separation ; Monte Carlo Expectation-Maximization ; Alpha-stable distributions ; Speech enhancement},
      pdf = {https://inria.hal.science/hal-01714909v1/file/2017102794510_839706_2832.pdf},
      hal_id = {hal-01714909},
      hal_version = {v1}
    }
    

28. Generalized Concomitant Multi-Task Lasso for Sparse Multimodal Regression
    Mathurin Massias, Olivier Fercoq, Alexandre Gramfort, Joseph Salmon
    21st International Conference on Artificial Intelligence and Statistics (AISTATS 2018), Lanzarote, Spain, April 2018.
    

    @inproceedings{massias:hal-01812011,
      title = {{Generalized Concomitant Multi-Task Lasso for Sparse Multimodal Regression}},
      author = {Massias, Mathurin and Fercoq, Olivier and Gramfort, Alexandre and Salmon, Joseph},
      url = {https://hal.science/hal-01812011},
      booktitle = {{21st International Conference on Artificial Intelligence and Statistics (AISTATS 2018)}},
      address = {Lanzarote, Spain},
      year = {2018},
      month = apr,
      pdf = {https://hal.science/hal-01812011v1/file/massias18a.pdf},
      hal_id = {hal-01812011},
      hal_version = {v1}
    }
    

29. Beating Monte-Carlo Integration: a Nonparametric Study of Kernel Smoothing Methods
    Stéphan Clémençon, François Portier
    AISTATS 2018: The 21ST International Conference on Artificial Intelligence and Statistics, PMLR, Lanzarote, Spain, April 2018.
    

    @inproceedings{clemencon:hal-02287580,
      title = {{Beating Monte-Carlo Integration: a Nonparametric Study of Kernel Smoothing Methods}},
      author = {Cl{\'e}men{\c c}on, St{\'e}phan and Portier, Fran{\c c}ois},
      url = {https://telecom-paris.hal.science/hal-02287580},
      booktitle = {{AISTATS 2018: The 21ST International Conference on Artificial Intelligence and Statistics, PMLR}},
      address = {Lanzarote, Spain},
      hal_local_reference = {SC:AISTATS-18a},
      volume = {84},
      year = {2018},
      month = apr,
      hal_id = {hal-02287580},
      hal_version = {v1}
    }
    

30. Greedy stochastic algorithms for entropy-regularized optimal transport problems
    Brahim Khalil Abid, Robert M. Gower
    Proceedings of the 21th International Conference on Artificial Intelligence and Statistics, Lanzarote, Spain, April 2018.
    

    @inproceedings{abid:hal-02287764,
      title = {{Greedy stochastic algorithms for entropy-regularized optimal transport problems}},
      author = {Abid, Brahim Khalil and Gower, Robert M.},
      url = {https://telecom-paris.hal.science/hal-02287764},
      booktitle = {{Proceedings of the 21th International Conference on Artificial Intelligence and Statistics}},
      address = {Lanzarote, Spain},
      hal_local_reference = {khalil-abid-gower2018},
      year = {2018},
      month = apr,
      hal_id = {hal-02287764},
      hal_version = {v1}
    }
    

31. A secure IoT architecture for streaming data analysis and anomaly detection
    Stéphan Clémençon, Safa Boudabous, Ons Jelassi, Mariona Caros Roca
    1st International Workshop on Security and Privacy for the Internet-of-Things, Orlando, Florida, United States, April 2018.
    

    @inproceedings{clemencon:hal-02287945,
      title = {{A secure IoT architecture for streaming data analysis and anomaly detection}},
      author = {Cl{\'e}men{\c c}on, St{\'e}phan and Boudabous, Safa and Jelassi, Ons and Roca, Mariona Caros},
      url = {https://telecom-paris.hal.science/hal-02287945},
      booktitle = {{1st International Workshop on Security and Privacy for the Internet-of-Things}},
      address = {Orlando, Florida, United States},
      hal_local_reference = {SC:IoTSec-18},
      year = {2018},
      month = apr,
      keywords = {IoT data ; secure Machine Learning architecture ; Anomaly detection ; change point detection},
      hal_id = {hal-02287945},
      hal_version = {v1}
    }
    

32. Optimisation d’un critère d’Intelligibilité de la Parole dans un Contexte Bruité Automobile
    Enguerrand Gentet, Bertrand David, Sébastien Denjean, Gael Richard, Vincent Roussarie
    CFA 2018, Le Havre, France, April 2018.
    

    @inproceedings{gentet:hal-02287919,
      title = {{Optimisation d'un crit{\`e}re d'Intelligibilit{\'e} de la Parole dans un Contexte Bruit{\'e} Automobile}},
      author = {Gentet, Enguerrand and David, Bertrand and Denjean, S{\'e}bastien and Richard, Gael and Roussarie, Vincent},
      url = {https://telecom-paris.hal.science/hal-02287919},
      booktitle = {{CFA 2018}},
      address = {Le Havre, France},
      hal_local_reference = {EG:OPTISII-2018},
      year = {2018},
      month = apr,
      keywords = {intelligibilit{\'e} ; parole ; {\'e}galiseur ; SII},
      hal_id = {hal-02287919},
      hal_version = {v1}
    }
    

33. A Reliable Method to Predict Parkinson’s Disease Stage and Progression based on Handwriting and Re-sampling Approaches
    Catherine Taleb, Maha Khachab, Chafic Mokbel, Laurence Likforman-Sulem
    2018 IEEE 2nd International Workshop on Arabic and Derived Script Analysis and Recognition (ASAR), London, United Kingdom, March 2018.
    

    @inproceedings{taleb:hal-04277497,
      title = {{A Reliable Method to Predict Parkinson's Disease Stage and Progression based on Handwriting and Re-sampling Approaches}},
      author = {Taleb, Catherine and Khachab, Maha and Mokbel, Chafic and Likforman-Sulem, Laurence},
      url = {https://telecom-paris.hal.science/hal-04277497},
      booktitle = {{2018 IEEE 2nd International Workshop on Arabic and Derived Script Analysis and Recognition (ASAR)}},
      address = {London, United Kingdom},
      publisher = {{IEEE}},
      pages = {7-12},
      year = {2018},
      month = mar,
      doi = {10.1109/ASAR.2018.8480209},
      keywords = {Diseases ; Support vector machines ; Training ; Databases ; Task analysis ; Kinematics ; Medical diagnostic imaging},
      hal_id = {hal-04277497},
      hal_version = {v1}
    }
    

34. Energy Disaggregation for Commercial Buildings: A Statistical Analysis
    Simon Henriet, Umut Şimşekli, Gael Richard, Benoît Fuentes
    ”, International Workshop on Non-Intrusive Load Monitoring (NILM2018), Austin, Tx, United States, March 2018.
    

    @inproceedings{henriet:hal-02288000,
      title = {{Energy Disaggregation for Commercial Buildings: A Statistical Analysis}},
      author = {Henriet, Simon and {\c S}im{\c s}ekli, Umut and Richard, Gael and Fuentes, Beno{\^i}t},
      url = {https://telecom-paris.hal.science/hal-02288000},
      booktitle = {{'', International Workshop on Non-Intrusive Load Monitoring (NILM2018)}},
      address = {Austin, Tx, United States},
      hal_local_reference = {SH:NILM-18},
      year = {2018},
      month = mar,
      hal_id = {hal-02288000},
      hal_version = {v1}
    }
    

35. The EMPATHIC Project: Building an Expressive, Advanced Virtual Coach to Improve Independent Healthy-Life-Years of the Elderly
    Luisa Brinkschulte, Natascha Mariacher, Stephan Schlögl, Maria Ines Torres, Raquel Justo, Anna Esposito, Gennaro Cordasco, Gérard Chollet, Cornelius Glackin, Colin Pickard, Dijana Petrovska-Delacrétaz, Mohamed Amine Hmani, Aymen Mtibaa, Anaïs Fernandez, Daria Kyslitska, Begoña Fernandez-Ruanova, Jofre Tenorio-Laranga, Mari Aksnes, Maria Stylianou Korsnes, Miriam Reiner, Fredrik Lindner, Olivier Deroo, Olga Gordeeva
    Smarter Lives 18, Insbrück, Austria, February 2018.
    

    @inproceedings{brinkschulte:hal-02287951,
      title = {{The EMPATHIC Project: Building an Expressive, Advanced Virtual Coach to Improve Independent Healthy-Life-Years of the Elderly}},
      author = {Brinkschulte, Luisa and Mariacher, Natascha and Schl{\"o}gl, Stephan and Torres, Maria Ines and Justo, Raquel and Esposito, Anna and Cordasco, Gennaro and Chollet, G{\'e}rard and Glackin, Cornelius and Pickard, Colin and Petrovska-Delacr{\'e}taz, Dijana and Hmani, Mohamed Amine and Mtibaa, Aymen and Fernandez, Ana{\"i}s and Kyslitska, Daria and Fernandez-Ruanova, Bego{\~n}a and Tenorio-Laranga, Jofre and Aksnes, Mari and Stylianou Korsnes, Maria and Reiner, Miriam and Lindner, Fredrik and Deroo, Olivier and Gordeeva, Olga},
      url = {https://telecom-paris.hal.science/hal-02287951},
      booktitle = {{Smarter Lives 18}},
      address = {Insbr{\"u}ck, Austria},
      hal_local_reference = {GC:EMPATHIC-SS-2018},
      publisher = {{Pabst Science Publishers}},
      pages = {36-52},
      year = {2018},
      month = feb,
      keywords = {Spoken Dialog System},
      hal_id = {hal-02287951},
      hal_version = {v1}
    }
    

36. Convergence Speed of a Primal-Dual Coordinate Descent Method
    Olivier Fercoq
    KAUST Research Workshop on Optimization and Big Data, Tuwal, Saudi Arabia, February 2018.
    

    @inproceedings{fercoq:hal-02288522,
      title = {{Convergence Speed of a Primal-Dual Coordinate Descent Method}},
      author = {Fercoq, Olivier},
      url = {https://telecom-paris.hal.science/hal-02288522},
      booktitle = {{KAUST Research Workshop on Optimization and Big Data}},
      address = {Tuwal, Saudi Arabia},
      hal_local_reference = {Fer:obd-2018},
      year = {2018},
      month = feb,
      hal_id = {hal-02288522},
      hal_version = {v1}
    }
    

37. Statistical Inference with Ensemble of Clustered Desparsified Lasso
    Jérôme-Alexis Chevalier, Joseph Salmon, Bertrand Thirion
    MICCAI, Grenade, Spain, 2018.
    

    @inproceedings{chevalier:hal-01815255,
      title = {{Statistical Inference with Ensemble of Clustered Desparsified Lasso}},
      author = {Chevalier, J{\'e}r{\^o}me-Alexis and Salmon, Joseph and Thirion, Bertrand},
      url = {https://hal.science/hal-01815255},
      booktitle = {{MICCAI}},
      address = {Grenade, Spain},
      year = {2018},
      pdf = {https://hal.science/hal-01815255v1/file/miccai_2018.pdf},
      hal_id = {hal-01815255},
      hal_version = {v1}
    }
    

38. Weakly Supervised Representation Learning for Unsynchronized Audio-Visual Events
    Sanjeel Parekh, Slim Essid, Alexey Ozerov, Ngoc Q K Duong, Patrick Pérez, Gael Richard
    CVPR Workshop, Salt Lake city, United States, 2018.
    

    @inproceedings{parekh:hal-02713307,
      title = {{Weakly Supervised Representation Learning for Unsynchronized Audio-Visual Events}},
      author = {Parekh, Sanjeel and Essid, Slim and Ozerov, Alexey and Duong, Ngoc Q K and P{\'e}rez, Patrick and Richard, Gael},
      url = {https://hal.science/hal-02713307},
      booktitle = {{CVPR Workshop}},
      address = {Salt Lake city, United States},
      year = {2018},
      keywords = {Audio-visual fusion ; multimodal deep learning ; multiple in- stance learning ; event classification ; audio-visual localization},
      pdf = {https://hal.science/hal-02713307v1/file/1804.07345.pdf},
      hal_id = {hal-02713307},
      hal_version = {v1}
    }
    

39. Tracking the gradients using the Hessian: A new look at variance reducing stochastic methods
    Robert M. Gower, Nicolas Le Roux, Francis Bach
    International Conference on Artificial Intelligence and Statistics (AISTATS), Canary Islands, Spain, 2018. 17 pages, 2 ....
    

    @inproceedings{gower:hal-01652152,
      title = {{Tracking the gradients using the Hessian: A new look at variance reducing stochastic methods}},
      author = {Gower, Robert M. and Roux, Nicolas Le and Bach, Francis},
      url = {https://hal.science/hal-01652152},
      note = {17 pages, 2 figures, 1 table},
      booktitle = {{International Conference on Artificial Intelligence and Statistics (AISTATS)}},
      address = {Canary Islands, Spain},
      year = {2018},
      hal_id = {hal-01652152},
      hal_version = {v1}
    }
    

2017

Journal Articles

1. Non-linear auto-regressive models for cross-frequency coupling in neural time series
   Tom Dupré La Tour, Lucille Tallot, Laetitia Grabot, Valérie Doyère, Virginie Wassenhove, Yves Grenier, Alexandre Gramfort
   PLoS Computational Biology, December 2017.
   

   @article{duprelatour:hal-01679078,
     title = {{Non-linear auto-regressive models for cross-frequency coupling in neural time series}},
     author = {Dupr{\'e} La Tour, Tom and Tallot, Lucille and Grabot, Laetitia and Doy{\`e}re, Val{\'e}rie and van Wassenhove, Virginie and Grenier, Yves and Gramfort, Alexandre},
     url = {https://hal.science/hal-01679078},
     journal = {{PLoS Computational Biology}},
     publisher = {{PLOS}},
     volume = {13},
     number = {12},
     pages = {e1005893},
     year = {2017},
     month = dec,
     doi = {10.1371/journal.pcbi.1005893},
     pdf = {https://hal.science/hal-01679078v1/file/document.pdf},
     hal_id = {hal-01679078},
     hal_version = {v1}
   }
   

2. Max K-Armed Bandit: On the ExtremeHunter Algorithm and Beyond
   Mastane Achab, Stéphan Clémençon, Aurélien Garivier, Anne Sabourin, Claire Vernade
   Machine Learning and Knowledge Discovery in Databases ECML PKDD 2017, December 2017.
   

   @article{achab:hal-02023085,
     title = {{Max K-Armed Bandit: On the ExtremeHunter Algorithm and Beyond}},
     author = {Achab, Mastane and Cl{\'e}men{\c c}on, St{\'e}phan and Garivier, Aur{\'e}lien and Sabourin, Anne and Vernade, Claire},
     url = {https://hal.science/hal-02023085},
     journal = {{Machine Learning and Knowledge Discovery in Databases ECML PKDD 2017}},
     pages = {389-404},
     year = {2017},
     month = dec,
     hal_id = {hal-02023085},
     hal_version = {v1}
   }
   

3. Fast DD-classification of functional data
   Karl Mosler, Pavlo Mozharovskyi
   Statistical Papers, December 2017.
   

   @article{mosler:hal-03189231,
     title = {{Fast DD-classification of functional data}},
     author = {Mosler, Karl and Mozharovskyi, Pavlo},
     url = {https://hal.science/hal-03189231},
     journal = {{Statistical Papers}},
     publisher = {{Springer Verlag}},
     volume = {58},
     number = {4},
     pages = {1055-1089},
     year = {2017},
     month = dec,
     doi = {10.1007/s00362-015-0738-3},
     hal_id = {hal-03189231},
     hal_version = {v1}
   }
   

4. Relations between Automatically Extracted Motion Features and the Quality of Mother-Infant Interactions at 4 and 13 Months
   Ida Egmose, Giovanna Varni, Katharina Cordes, Johanne Smith-Nielsen, Mette Skovgaard Væver, Simo Køppe, David Cohen, Mohamed Chetouani
   Frontiers in Psychology, December 2017.
   

   @article{egmose:hal-02287734,
     title = {{Relations between Automatically Extracted Motion Features and the Quality of Mother-Infant Interactions at 4 and 13 Months}},
     author = {Egmose, Ida and Varni, Giovanna and Cordes, Katharina and Smith-Nielsen, Johanne and Skovgaard V{\ae}ver, Mette and K{{\o}}ppe, Simo and Cohen, David and Chetouani, Mohamed},
     url = {https://telecom-paris.hal.science/hal-02287734},
     journal = {{Frontiers in Psychology}},
     hal_local_reference = {EI:FRONTIERS-17},
     publisher = {{Frontiers Media}},
     volume = {8},
     year = {2017},
     month = dec,
     keywords = {Mother-Infant interaction ; bodily movements ; motion features},
     hal_id = {hal-02287734},
     hal_version = {v1}
   }
   

5. Computational Study of Primitive Emotional Contagion in Dyadic Interactions
   Giovanna Varni, Isabelle Hupont, Chloé Clavel, Mohamed Chetouani
   IEEE Transactions on Affective Computing, November 2017.
   

   @article{varni:hal-02287879,
     title = {{Computational Study of Primitive Emotional Contagion in Dyadic Interactions}},
     author = {Varni, Giovanna and Hupont, Isabelle and Clavel, Chlo{\'e} and Chetouani, Mohamed},
     url = {https://telecom-paris.hal.science/hal-02287879},
     journal = {{IEEE Transactions on Affective Computing}},
     hal_local_reference = {GV:TAC-2017},
     publisher = {{Institute of Electrical and Electronics Engineers}},
     year = {2017},
     month = nov,
     keywords = {Primitive emotional contagion ; facial expressions analysis ; sentiment analysis ; cross-recurrence quantification analysis},
     hal_id = {hal-02287879},
     hal_version = {v1}
   }
   

6. Adapting to unknown noise level in sparse deconvolution
   Claire Boyer, Yohann Castro, Joseph Salmon
   Information and Inference, September 2017.
   

   @article{boyer:hal-01588129,
     title = {{Adapting to unknown noise level in sparse deconvolution}},
     author = {Boyer, Claire and de Castro, Yohann and Salmon, Joseph},
     url = {https://hal.science/hal-01588129},
     journal = {{Information and Inference}},
     publisher = {{Oxford University Press (OUP)}},
     year = {2017},
     month = sep,
     hal_id = {hal-01588129},
     hal_version = {v1}
   }
   

7. Sparse representation of multivariate extremes with applications to anomaly detection
   Nicolas Goix, Anne Sabourin, Stéphan Clémençon
   Journal of Multivariate Analysis, September 2017.
   

   @article{goix:hal-02107523,
     title = {{Sparse representation of multivariate extremes with applications to anomaly detection}},
     author = {Goix, Nicolas and Sabourin, Anne and Cl{\'e}men{\c c}on, St{\'e}phan},
     url = {https://telecom-paris.hal.science/hal-02107523},
     journal = {{Journal of Multivariate Analysis}},
     publisher = {{Elsevier}},
     volume = {161},
     pages = {12-31},
     year = {2017},
     month = sep,
     doi = {10.1016/j.jmva.2017.06.010},
     keywords = {Anomaly detection ; Dimensionality reduction ; Multivariate extremes ; VC theory},
     hal_id = {hal-02107523},
     hal_version = {v1}
   }
   

8. Fast Langevin based algorithm for MCMC in high dimensions
   Alain Durmus, Gareth Roberts, Gilles Vilmart, Konstantinos Zygalakis
   The Annals of Applied Probability, August 2017.
   

   @article{durmus:hal-01745692,
     title = {{Fast Langevin based algorithm for MCMC in high dimensions}},
     author = {Durmus, Alain and Roberts, Gareth and Vilmart, Gilles and Zygalakis, Konstantinos},
     url = {https://hal.science/hal-01745692},
     journal = {{The Annals of Applied Probability}},
     publisher = {{Institute of Mathematical Statistics (IMS)}},
     volume = {27},
     number = {4},
     pages = {2195 - 2237},
     year = {2017},
     month = aug,
     doi = {10.1214/16-AAP1257},
     keywords = {Diffusion limit ; Exponential ergodicity ; Markov chain Monte Carlo ; Weak convergence},
     pdf = {https://hal.science/hal-01745692v1/file/1507.02166v2.pdf},
     hal_id = {hal-01745692},
     hal_version = {v1}
   }
   

9. Bernstein-type exponential inequalities in survey sampling: conditional Poisson sampling schemes
   Stéphan Clémençon, P. Bertail
   Bernoulli, July 2017.
   

   @article{clemencon:hal-02287363,
     title = {{Bernstein-type exponential inequalities in survey sampling: conditional Poisson sampling schemes}},
     author = {Cl{\'e}men{\c c}on, St{\'e}phan and Bertail, P.},
     url = {https://telecom-paris.hal.science/hal-02287363},
     journal = {{Bernoulli}},
     hal_local_reference = {SC:Bernoulli-17},
     publisher = {{Bernoulli Society for Mathematical Statistics and Probability}},
     year = {2017},
     month = jul,
     hal_id = {hal-02287363},
     hal_version = {v1}
   }
   

10. SMART : Règles d’associations temporelles de signaux sociaux pour la synthèse d’un Agent Conversationnel Animé avec une attitude spécifique
    Kévin Bailly, Chloé Clavel, Thomas Janssoone, Gael Richard
    Revue des Sciences et Technologies de l’Information - Série RIA : Revue d’Intelligence Artificielle, July 2017.
    

    @article{bailly:hal-02287610,
      title = {{SMART : R{\`e}gles d'associations temporelles de signaux sociaux pour la synth{\`e}se d'un Agent Conversationnel Anim{\'e} avec une attitude sp{\'e}cifique}},
      author = {Bailly, K{\'e}vin and Clavel, Chlo{\'e} and Janssoone, Thomas and Richard, Gael},
      url = {https://telecom-paris.hal.science/hal-02287610},
      journal = {{Revue des Sciences et Technologies de l'Information -  S{\'e}rie RIA : Revue d'Intelligence Artificielle}},
      hal_local_reference = {TJ:RIA-17},
      publisher = {{Lavoisier}},
      year = {2017},
      month = jul,
      hal_id = {hal-02287610},
      hal_version = {v1}
    }
    

11. Feature Learning with Matrix Factorization Applied to Acoustic Scene Classification
    Victor Bisot, Romain Serizel, Slim Essid, Gael Richard
    IEEE/ACM Transactions on Audio, Speech and Language Processing, May 2017.
    

    @article{bisot:hal-01362864,
      title = {{Feature Learning with Matrix Factorization Applied to Acoustic Scene Classification}},
      author = {Bisot, Victor and Serizel, Romain and Essid, Slim and Richard, Gael},
      url = {https://hal.science/hal-01362864},
      journal = {{IEEE/ACM Transactions on Audio, Speech and Language Processing}},
      publisher = {{Institute of Electrical and Electronics Engineers}},
      volume = {25},
      number = {6},
      pages = {1216 - 1229},
      year = {2017},
      month = may,
      doi = {10.1109/TASLP.2017.2690570},
      keywords = {Acoustic Scene Classification ; Feature learning ; Matrix Factorization},
      pdf = {https://hal.science/hal-01362864v2/file/bisot2017.pdf},
      hal_id = {hal-01362864},
      hal_version = {v2}
    }
    

12. Speech Intelligibility Improvement in Car Noise Environment by Voice Transformation
    Karan Nathwani, Gael Richard, David Bertrand, Pierre Prablanc, Vincent Roussarie
    Speech Communication, May 2017.
    

    @article{nathwani:hal-01537200,
      title = {{Speech Intelligibility Improvement in Car Noise Environment by Voice Transformation}},
      author = {Nathwani, Karan and Richard, Gael and Bertrand, David and Prablanc, Pierre and Roussarie, Vincent},
      url = {https://hal.science/hal-01537200},
      journal = {{Speech Communication}},
      publisher = {{Elsevier : North-Holland}},
      number = {91},
      pages = {17-27},
      year = {2017},
      month = may,
      keywords = {Speech intelligibility ;  Car noise environment ;  Hearing in noise test ;  Voice transformation ;  Lombard speech},
      hal_id = {hal-01537200},
      hal_version = {v1}
    }
    

13. Implementing and Evaluating a Laughing Virtual Character
    Maurizio Mancini, Beatrice Biancardi, Florian Pecune, Giovanna Varni, Yu Ding, Catherine Pelachaud, Gualtiero Volpe, Antonio Camurri
    ACM Transactions on Internet Technology, February 2017.
    

    @article{mancini:hal-04087237,
      title = {{Implementing and Evaluating a Laughing Virtual Character}},
      author = {Mancini, Maurizio and Biancardi, Beatrice and Pecune, Florian and Varni, Giovanna and Ding, Yu and Pelachaud, Catherine and Volpe, Gualtiero and Camurri, Antonio},
      url = {https://hal.science/hal-04087237},
      journal = {{ACM Transactions on Internet Technology}},
      publisher = {{Association for Computing Machinery}},
      volume = {17},
      number = {1},
      pages = {1-22},
      year = {2017},
      month = feb,
      doi = {10.1145/2998571},
      hal_id = {hal-04087237},
      hal_version = {v1}
    }
    

14. On Stochastic Proximal Gradient Algorithms
    Y. Atchadé, Gersende Fort, Eric Moulines
    Journal of Machine Learning Research, January 2017.
    

    @article{atchade:hal-02287001,
      title = {{On Stochastic Proximal Gradient Algorithms}},
      author = {Atchad{\'e}, Y. and Fort, Gersende and Moulines, Eric},
      url = {https://telecom-paris.hal.science/hal-02287001},
      journal = {{Journal of Machine Learning Research}},
      hal_local_reference = {atchade:fort:moulines:15},
      publisher = {{Microtome Publishing}},
      year = {2017},
      month = jan,
      hal_id = {hal-02287001},
      hal_version = {v1}
    }
    

15. Parameter estimation of perfusion models in dynamic contrast-enhanced imaging: a unified framework for model comparison
    Blandine Romain, Laurence Rouet, Daniel Ohayon, Olivier Lucidarme, Florence d’Alché-Buc, Véronique Letort
    Medical Image Analysis, January 2017.
    

    @article{romain:hal-01361434,
      title = {{Parameter estimation of perfusion models in dynamic contrast-enhanced imaging: a unified framework for model comparison}},
      author = {Romain, Blandine and Rouet, Laurence and Ohayon, Daniel and Lucidarme, Olivier and d'Alch{\'e}-Buc, Florence and Letort, V{\'e}ronique},
      url = {https://hal.science/hal-01361434},
      journal = {{Medical Image Analysis}},
      publisher = {{Elsevier}},
      volume = {35},
      pages = {360--374},
      year = {2017},
      month = jan,
      doi = {10.1016/j.media.2016.07.008},
      keywords = { Model comparison ;  Perfusion models ;  Parametric image estimation ; CT},
      hal_id = {hal-01361434},
      hal_version = {v1}
    }
    

16. A sharp oracle inequality for Graph-Slope
    Pierre C. Bellec, Joseph Salmon, Samuel Vaiter
    Electronic Journal of Statistics , 2017.
    

    @article{bellec:hal-01544680,
      title = {{A sharp oracle inequality for Graph-Slope}},
      author = {Bellec, Pierre C. and Salmon, Joseph and Vaiter, Samuel},
      url = {https://hal.science/hal-01544680},
      journal = {{Electronic Journal of Statistics }},
      publisher = {{Shaker Heights, OH : Institute of Mathematical Statistics}},
      volume = {11},
      number = {2},
      pages = {4851-4870},
      year = {2017},
      doi = {10.1214/17-EJS1364},
      keywords = {Oracle inequality ; Convex optimization ; Denoising ; Graph signal regularization},
      pdf = {https://hal.science/hal-01544680v1/file/graphslope_oracle.pdf},
      hal_id = {hal-01544680},
      hal_version = {v1}
    }
    

17. Optimal two-step prediction in regression
    Didier Chételat, Johannes Lederer, Joseph Salmon
    Electronic Journal of Statistics , 2017.
    

    @article{chetelat:hal-02287614,
      title = {{Optimal two-step prediction in regression}},
      author = {Ch{\'e}telat, Didier and Lederer, Johannes and Salmon, Joseph},
      url = {https://telecom-paris.hal.science/hal-02287614},
      journal = {{Electronic Journal of Statistics }},
      hal_local_reference = {Chetelat\_Lederer\_Salmon14},
      publisher = {{Shaker Heights, OH : Institute of Mathematical Statistics}},
      volume = {11},
      number = {1},
      pages = {2519-2546},
      year = {2017},
      hal_id = {hal-02287614},
      hal_version = {v1}
    }
    

18. CLEAR: Covariant LEAst-Square Refitting with Applications to Image Restoration
    Charles-Alban Deledalle, Nicolas Papadakis, Joseph Salmon, Samuel Vaiter
    SIAM Journal on Imaging Sciences, 2017.
    

    @article{deledalle:hal-01333295,
      title = {{CLEAR: Covariant LEAst-Square Refitting with Applications to Image Restoration}},
      author = {Deledalle, Charles-Alban and Papadakis, Nicolas and Salmon, Joseph and Vaiter, Samuel},
      url = {https://hal.science/hal-01333295},
      journal = {{SIAM Journal on Imaging Sciences}},
      publisher = {{Society for Industrial and Applied Mathematics}},
      volume = {10},
      number = {1},
      pages = {243-284},
      year = {2017},
      doi = {10.1137/16M1080318},
      keywords = {Variational methods ; Debiasing ; Boosting ; Twicing ; Refitting ; Inverse problems},
      pdf = {https://hal.science/hal-01333295v3/file/clear_siims_final.pdf},
      hal_id = {hal-01333295},
      hal_version = {v3}
    }
    

19. Règles d’Associations Temporelles de signaux sociaux pour la synthèse d’Agents Conversationnels Animés : Application aux attitudes sociales
    Thomas Janssoone, Chloé Clavel, Kevin Bailly, Gael Richard
    Revue des Sciences et Technologies de l’Information - Série RIA : Revue d’Intelligence Artificielle, 2017.
    

    @article{janssoone:hal-02704911,
      title = {{R{\`e}gles d'Associations Temporelles de signaux sociaux pour la synth{\`e}se d'Agents Conversationnels Anim{\'e}s : Application aux attitudes sociales}},
      author = {Janssoone, Thomas and Clavel, Chlo{\'e} and Bailly, Kevin and Richard, Gael},
      url = {https://inria.hal.science/hal-02704911},
      journal = {{Revue des Sciences et Technologies de l'Information -  S{\'e}rie RIA : Revue d'Intelligence Artificielle}},
      publisher = {{Lavoisier}},
      year = {2017},
      doi = {10.3166/RIA.31.511-537},
      keywords = {MOTS-CL{\'E}S : R{\`e}gles d'Association Temporelle ; TITARL ; Agents virtuels ; attitudes sociales ; trai- tement du signal social KEYWORDS: Temporal Association Rules ; Virtual Agent ; interpersonal stance ; social si- gnal processing},
      hal_id = {hal-02704911},
      hal_version = {v1}
    }
    

20. Reassigned Time-Frequency Representations of Discrete Time Signals and Application to the Constant Q Transform
    Sébastien Fenet, Roland Badeau, Gael Richard
    Signal Processing, 2017.
    

    @article{fenet:hal-01370542,
      title = {{Reassigned Time-Frequency Representations of Discrete Time Signals and Application to the Constant Q Transform}},
      author = {Fenet, S{\'e}bastien and Badeau, Roland and Richard, Gael},
      url = {https://hal.science/hal-01370542},
      journal = {{Signal Processing}},
      publisher = {{Elsevier}},
      volume = {132},
      pages = {170-176},
      year = {2017},
      doi = {10.1016/j.sigpro.2016.10.008},
      keywords = { discrete signals ; Reassigned time-frequency representations ;  synchrosqueezing ;  reassigned CQT},
      pdf = {https://hal.science/hal-01370542v1/file/DTF_Reassignment__Elsevier_.pdf},
      hal_id = {hal-01370542},
      hal_version = {v1}
    }
    

21. Efficient Smoothed Concomitant Lasso Estimation for High Dimensional Regression
    Eugene Ndiaye, Olivier Fercoq, Alexandre Gramfort, Vincent Leclère, Joseph Salmon
    Journal of Physics: Conference Series, 2017.
    

    @article{ndiaye:hal-01404966,
      title = {{Efficient Smoothed Concomitant Lasso Estimation for High Dimensional Regression}},
      author = {Ndiaye, Eugene and Fercoq, Olivier and Gramfort, Alexandre and Lecl{\`e}re, Vincent and Salmon, Joseph},
      url = {https://enpc.hal.science/hal-01404966},
      journal = {{Journal of Physics: Conference Series}},
      publisher = {{IOP Science}},
      series = {Journal of Physics: Conference Series},
      volume = {J. Phys.: Conf. Ser. 904 012006},
      year = {2017},
      doi = {10.1088/1742-6596/904/1/012006},
      keywords = {Lasso regression},
      pdf = {https://enpc.hal.science/hal-01404966v1/file/1606.02702v1.pdf},
      hal_id = {hal-01404966},
      hal_version = {v1}
    }
    

Technical Reports

1. Analysis of Gallica and Data BnF logs and Modelling of Behaviour Patterns
   Florence d’Alché-Buc, Valérie Beaudouin, Emmanuelle Bermès, Philippe Chevallier, Aude Le Moullec-Rieux, Adrien Nouvellet, Christophe Prieur, François Roueff
   December 2017.
   

   @techreport{dalchebuc:hal-01968742,
     title = {{Analysis of Gallica and Data BnF logs and Modelling of Behaviour Patterns}},
     author = {d'Alch{\'e}-Buc, Florence and Beaudouin, Val{\'e}rie and Berm{\`e}s, Emmanuelle and Chevallier, Philippe and Le Moullec-Rieux, Aude and Nouvellet, Adrien and Prieur, Christophe and Roueff, Fran{\c c}ois},
     url = {https://hal.science/hal-01968742},
     type = {Research Report},
     institution = {{Biblioth{\`e}que nationale de France (Paris) ; T{\'e}l{\'e}com ParisTech}},
     year = {2017},
     month = dec,
     keywords = {Clusterisation ; Digital Library ; Heritage ; Algorithm ; Logs},
     pdf = {https://hal.science/hal-01968742v2/file/Analysis%20of%20Gallica%20and%20Data%20BnF%20logs%20and%20modelling%20of%20behaviour%20patterns.pdf},
     hal_id = {hal-01968742},
     hal_version = {v2}
   }
   

2. Analyse des traces d’usage de Gallica
   Adrien Nouvellet, Valérie Beaudouin, Florence d’Alché-Buc, Christophe Prieur, François Roueff
   November 2017.
   

   @techreport{nouvellet:hal-01709264,
     title = {{Analyse des traces d'usage de Gallica }},
     author = {Nouvellet, Adrien and Beaudouin, Val{\'e}rie and d'Alch{\'e}-Buc, Florence and Prieur, Christophe and Roueff, Fran{\c c}ois},
     url = {https://hal.science/hal-01709264},
     type = {Research Report},
     institution = {{T{\'e}l{\'e}com ParisTech ; Biblioth{\`e}que nationale de France}},
     year = {2017},
     month = nov,
     keywords = {Digital library ; Cluster analysis ; Heritage ; Logs ; Biblioth{\`e}que num{\'e}rique ; Patrimoine ; Clusterisation},
     pdf = {https://hal.science/hal-01709264v1/file/rapport%20analyse%20des%20traces%20d%27usage%20de%20Gallica.pdf},
     hal_id = {hal-01709264},
     hal_version = {v1}
   }
   

Conference Articles

1. Continuous Ranking trough Oriented Recursive Partitions
   Stéphan Clémençon, Mastane Achab
   NIPS, Longbeach, United States, December 2017.
   

   @inproceedings{clemencon:hal-02287581,
     title = {{Continuous Ranking trough Oriented Recursive Partitions}},
     author = {Cl{\'e}men{\c c}on, St{\'e}phan and Achab, Mastane},
     url = {https://telecom-paris.hal.science/hal-02287581},
     booktitle = {{NIPS}},
     address = {Longbeach, United States},
     hal_local_reference = {SC:NIPS-17b},
     year = {2017},
     month = dec,
     hal_id = {hal-02287581},
     hal_version = {v1}
   }
   

2. Smooth Primal-Dual Coordinate Descent Algorithms for Nonsmooth Convex Optimization
   Ahmet Alacaoglu, Quoc Tran-Dinh, Olivier Fercoq, Volkan Cevher
   Conference on Neural Information Processing Systems, Long Beach, United States, December 2017.
   

   @inproceedings{alacaoglu:hal-02288504,
     title = {{Smooth Primal-Dual Coordinate Descent Algorithms for Nonsmooth Convex Optimization}},
     author = {Alacaoglu, Ahmet and Tran-Dinh, Quoc and Fercoq, Olivier and Cevher, Volkan},
     url = {https://telecom-paris.hal.science/hal-02288504},
     booktitle = {{Conference on Neural Information Processing Systems}},
     address = {Long Beach, United States},
     hal_local_reference = {ATFC:NIPS-17},
     year = {2017},
     month = dec,
     hal_id = {hal-02288504},
     hal_version = {v1}
   }
   

3. Ranking Median Regression: Learning to Order through Local Consensus
   Stéphan Clémençon, Anna Korba, Eric Sibony
   NIPS Workshop DISCML 2017, Longbeach, United States, December 2017.
   

   @inproceedings{clemencon:hal-02287629,
     title = {{Ranking Median Regression: Learning to Order through Local Consensus}},
     author = {Cl{\'e}men{\c c}on, St{\'e}phan and Korba, Anna and Sibony, Eric},
     url = {https://telecom-paris.hal.science/hal-02287629},
     booktitle = {{NIPS Workshop DISCML 2017}},
     address = {Longbeach, United States},
     hal_local_reference = {SC:NIPSWS-17},
     year = {2017},
     month = dec,
     hal_id = {hal-02287629},
     hal_version = {v1}
   }
   

4. In-the-wild chatbot corpus: from opinion analysis to interaction problem detection
   Irina Maslowski, Delphine Lagarde, Chloé Clavel
   ICNLSSP 2017, Casablanca, Morocco, December 2017.
   

   @inproceedings{maslowski:hal-02288505,
     title = {{In-the-wild chatbot corpus: from opinion analysis to interaction problem detection}},
     author = {Maslowski, Irina and Lagarde, Delphine and Clavel, Chlo{\'e}},
     url = {https://telecom-paris.hal.science/hal-02288505},
     booktitle = {{ICNLSSP 2017}},
     address = {Casablanca, Morocco},
     hal_local_reference = {maslowski2017in-the-wild},
     publisher = {{ISGA, Institut Sup{\'e}rieur d'inG{\'e}nierie et des Affaires}},
     pages = {115-120},
     year = {2017},
     month = dec,
     keywords = {Chatbot dialog ; Interaction problem ; Opinion mining ; Human-computer interaction ; Written interactions},
     hal_id = {hal-02288505},
     hal_version = {v1}
   }
   

5. Data sparse nonparametric regression with epsilon-insensitive losses
   Maxime Sangnier, Olivier Fercoq, Florence d’Alché-Buc
   9th Asian Conference on Machine Learning (ACML 2017), Séoul, South Korea, November 2017.
   

   @inproceedings{sangnier:hal-01593459,
     title = {{Data sparse nonparametric regression with epsilon-insensitive losses}},
     author = {Sangnier, Maxime and Fercoq, Olivier and d'Alch{\'e}-Buc, Florence},
     url = {https://hal.science/hal-01593459},
     booktitle = {{9th Asian Conference on Machine Learning (ACML 2017)}},
     address = {S{\'e}oul, South Korea},
     series = {Proceedings of Machine Learning Research},
     volume = {77},
     pages = {192-207},
     year = {2017},
     month = nov,
     keywords = {Expectile regression ; Quantile regression ; Operator-valued kernel},
     pdf = {https://hal.science/hal-01593459v1/file/acml2017.pdf},
     hal_id = {hal-01593459},
     hal_version = {v1}
   }
   

6. UE-HRI: a new dataset for the study of user engagement in spontaneous human-robot interactions
   Atef Ben-Youssef, Chloé Clavel, Slim Essid, Miriam Bilac, Marine Chamoux, Angelica Lim
   the 19th ACM International Conference, Glasgow, France, November 2017.
   

   @inproceedings{benyoussef:hal-02943475,
     title = {{UE-HRI: a new dataset for the study of user engagement in spontaneous human-robot interactions}},
     author = {Ben-Youssef, Atef and Clavel, Chlo{\'e} and Essid, Slim and Bilac, Miriam and Chamoux, Marine and Lim, Angelica},
     url = {https://hal.science/hal-02943475},
     booktitle = {{the 19th ACM International Conference}},
     address = {Glasgow, France},
     publisher = {{ACM Press}},
     pages = {464-472},
     year = {2017},
     month = nov,
     doi = {10.1145/3136755.3136814},
     hal_id = {hal-02943475},
     hal_version = {v1}
   }
   

7. An Adaptive Distributed Asynchronous Algorithm with Application to Target Localization
   Rahul Mourya, Pascal Bianchi, Adil Salim, Cédric Richard
   International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, CURAÇAO, DUTCH ANTILLES, Curaçao, November 2017.
   

   @inproceedings{mourya:hal-02365695,
     title = {{An Adaptive Distributed Asynchronous Algorithm with Application to Target Localization}},
     author = {Mourya, Rahul and Bianchi, Pascal and Salim, Adil and Richard, C{\'e}dric},
     url = {https://telecom-paris.hal.science/hal-02365695},
     booktitle = {{International Workshop on Computational Advances in Multi-Sensor Adaptive Processing}},
     address = {CURA{\c C}AO, DUTCH ANTILLES, Cura{\c c}ao},
     year = {2017},
     month = nov,
     doi = {10.1109/CAMSAP.2017.8313117},
     keywords = {Index Terms-Adaptive algorithms ; stochastic approximation ; distributed optimization ; proximal operator ; target localization},
     pdf = {https://telecom-paris.hal.science/hal-02365695v1/file/CAMSAP2017.pdf},
     hal_id = {hal-02365695},
     hal_version = {v1}
   }
   

8. Nonnegative Feature Learning Methods for Acoustic Scene Classification
   Victor Bisot, Romain Serizel, Slim Essid, Gael Richard
   DCASE 2017 - Workshop on Detection and Classification of Acoustic Scenes and Events, Munich, Germany, November 2017.
   

   @inproceedings{bisot:hal-01636627,
     title = {{Nonnegative Feature Learning Methods for Acoustic Scene Classification}},
     author = {Bisot, Victor and Serizel, Romain and Essid, Slim and Richard, Gael},
     url = {https://inria.hal.science/hal-01636627},
     booktitle = {{DCASE 2017 - Workshop on Detection and Classification of Acoustic Scenes and Events}},
     address = {Munich, Germany},
     year = {2017},
     month = nov,
     keywords = {Feature learning ; Nonnegative Matrix Factorization ; Deep Neural Networks},
     pdf = {https://inria.hal.science/hal-01636627v1/file/nonnegative-feature-learning.pdf},
     hal_id = {hal-01636627},
     hal_version = {v1}
   }
   

9. One Class Splitting Criteria for Random Forests
   Nicolas Goix, Nicolas Drougard, Romain Brault, Mael Chiapino
   The 9th Asian Conference on Machine Learning, Seoul, South Korea, November 2017.
   

   @inproceedings{goix:hal-01662421,
     title = {{One Class Splitting Criteria for Random Forests}},
     author = {Goix, Nicolas and Drougard, Nicolas and Brault, Romain and Chiapino, Mael},
     url = {https://hal.science/hal-01662421},
     booktitle = {{The 9th Asian Conference on Machine Learning}},
     address = {Seoul, South Korea},
     pages = {pp. 1-16},
     year = {2017},
     month = nov,
     keywords = {Random Forests ; One-Class Classification ; Anomaly Detection},
     pdf = {https://hal.science/hal-01662421v1/file/Goix_19281.pdf},
     hal_id = {hal-01662421},
     hal_version = {v1}
   }
   

10. The potential of Image Schemas for computing automatically metaphoric gestures for embodied conversational agents
    Brian Ravenet, Chloé Clavel, Catherine Pelachaud
    European Symposium Series on Multimodal Communication, Bielefeld, Germany, October 2017.
    

    @inproceedings{ravenet:hal-02287731,
      title = {{The potential of Image Schemas for computing automatically metaphoric gestures for embodied conversational agents}},
      author = {Ravenet, Brian and Clavel, Chlo{\'e} and Pelachaud, Catherine},
      url = {https://telecom-paris.hal.science/hal-02287731},
      booktitle = {{European Symposium Series on Multimodal Communication}},
      address = {Bielefeld, Germany},
      hal_local_reference = {BR:MMSYM-17},
      year = {2017},
      month = oct,
      hal_id = {hal-02287731},
      hal_version = {v1}
    }
    

11. Amplitude and Phase Dereverberation of Harmonic Signals
    Arthur Belhomme, Roland Badeau, Yves Grenier, Eric Humbert
    IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), New Paltz, New York, United States, October 2017.
    

    @inproceedings{belhomme:hal-01548475,
      title = {{Amplitude and Phase Dereverberation of Harmonic Signals}},
      author = {Belhomme, Arthur and Badeau, Roland and Grenier, Yves and Humbert, Eric},
      url = {https://hal.science/hal-01548475},
      booktitle = {{IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA)}},
      address = {New Paltz, New York, United States},
      series = {Proc. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA)},
      year = {2017},
      month = oct,
      keywords = {dereverberation ; Index Terms-dereverberation ; phase ; sinusoidal modeling},
      pdf = {https://hal.science/hal-01548475v1/file/Belhomme-WASPAA-2017.pdf},
      hal_id = {hal-01548475},
      hal_version = {v1}
    }
    

12. Lévy NMF for Robust Nonnegative Source Separation
    Paul Magron, Roland Badeau, Antoine Liutkus
    IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA 2017), New Paltz, NY, United States, October 2017.
    

    @inproceedings{magron:hal-01548488,
      title = {{L{\'e}vy NMF for Robust Nonnegative Source Separation}},
      author = {Magron, Paul and Badeau, Roland and Liutkus, Antoine},
      url = {https://hal.science/hal-01548488},
      booktitle = {{IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA 2017)}},
      address = {New Paltz, NY, United States},
      organization = {{IEEE}},
      year = {2017},
      month = oct,
      keywords = { audio source separation ; L{\'e}vy distribution ;  Positive alpha-stable distribution ;  nonnegative matrix factorization},
      pdf = {https://hal.science/hal-01548488v1/file/levy_waspaa17.pdf},
      hal_id = {hal-01548488},
      hal_version = {v1}
    }
    

13. Separating Time-Frequency Sources from Time-Domain Convolutive Mixtures Using Non-negative Matrix Factorization
    Simon Leglaive, Roland Badeau, Gael Richard
    IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), New Paltz, New York, United States, October 2017.
    

    @inproceedings{leglaive:hal-01548469,
      title = {{Separating Time-Frequency Sources from Time-Domain Convolutive Mixtures Using Non-negative Matrix Factorization}},
      author = {Leglaive, Simon and Badeau, Roland and Richard, Gael},
      url = {https://hal.science/hal-01548469},
      booktitle = {{IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA)}},
      address = {New Paltz, New York, United States},
      series = {Proc. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA)},
      year = {2017},
      month = oct,
      keywords = {Audio source separation ;  reverberant mixtures ;  non-negative matrix factorization ;  variational inference},
      pdf = {https://hal.science/hal-01548469v1/file/LeglaiveBadeauRichard.pdf},
      hal_id = {hal-01548469},
      hal_version = {v1}
    }
    

14. Guiding Audio Source Separation by Video Object Information
    Sanjeel Parekh, Slim Essid, Alexey Ozerov, Quang-Khanh-Ngoc Duong, Patrick Perez, Gael Richard
    IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), New Paltz, New York, United States, October 2017.
    

    @inproceedings{parekh:hal-02287698,
      title = {{Guiding Audio Source Separation by Video Object Information}},
      author = {Parekh, Sanjeel and Essid, Slim and Ozerov, Alexey and Duong, Quang-Khanh-Ngoc and Perez, Patrick and Richard, Gael},
      url = {https://telecom-paris.hal.science/hal-02287698},
      booktitle = {{IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA)}},
      address = {New Paltz, New York, United States},
      hal_local_reference = {Parekh2017b},
      year = {2017},
      month = oct,
      hal_id = {hal-02287698},
      hal_version = {v1}
    }
    

15. Explaining the Parameterized Wiener Filter with Alpha-Stable Processes
    Mathieu Fontaine, Antoine Liutkus, Laurent Girin, Roland Badeau
    WASPAA 2017 - IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, New Paltz, New York, United States, October 2017.
    

    @inproceedings{fontaine:hal-01548508,
      title = {{Explaining the Parameterized Wiener Filter with Alpha-Stable Processes}},
      author = {Fontaine, Mathieu and Liutkus, Antoine and Girin, Laurent and Badeau, Roland},
      url = {https://hal.science/hal-01548508},
      booktitle = {{WASPAA 2017 - IEEE Workshop on Applications of Signal Processing to Audio and Acoustics}},
      address = {New Paltz, New York, United States},
      series = {Proc. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA)},
      year = {2017},
      month = oct,
      keywords = {denoising ; probability theory ; alpha-stable processes ; Wiener filtering},
      pdf = {https://hal.science/hal-01548508v1/file/explaining-parameterized-wiener%284%29.pdf},
      hal_id = {hal-01548508},
      hal_version = {v1}
    }
    

16. Identification of a thermal building model by learning the dynamics of the solar flux
    Tahar Nabil, François Roueff, Jean-Marc Jicquel, Alexandre Girard
    Machine Learning for Signal Processing Workshop (MLSP), Tokyo, Japan, September 2017.
    

    @inproceedings{nabil:hal-02288492,
      title = {{Identification of a thermal building model by learning the dynamics of the solar flux}},
      author = {Nabil, Tahar and Roueff, Fran{\c c}ois and Jicquel, Jean-Marc and Girard, Alexandre},
      url = {https://telecom-paris.hal.science/hal-02288492},
      booktitle = {{Machine Learning for Signal Processing Workshop (MLSP)}},
      address = {Tokyo, Japan},
      hal_local_reference = {tn:mlsp-2017},
      year = {2017},
      month = sep,
      hal_id = {hal-02288492},
      hal_version = {v1}
    }
    

17. Machine-Learning Meets Extreme Value Theory
    Stéphan Clémençon
    Annual Conference of the German Statistical Society, Rostock, Germany, September 2017.
    

    @inproceedings{clemencon:hal-02287918,
      title = {{Machine-Learning Meets Extreme Value Theory}},
      author = {Cl{\'e}men{\c c}on, St{\'e}phan},
      url = {https://telecom-paris.hal.science/hal-02287918},
      booktitle = {{Annual Conference of the German Statistical Society}},
      address = {Rostock, Germany},
      hal_local_reference = {SC:GSS-17},
      year = {2017},
      month = sep,
      hal_id = {hal-02287918},
      hal_version = {v1}
    }
    

18. Max K-armed Bandits: On EstremeHunter and an Alternative Approach
    Mastane Achab, Stéphan Clémençon, Aurélien Garivier, Anne Sabourin, Claire Vernade
    ECML, Skopje, Macedonia, September 2017.
    

    @inproceedings{achab:hal-02287481,
      title = {{Max K-armed Bandits: On EstremeHunter and an Alternative  Approach}},
      author = {Achab, Mastane and Cl{\'e}men{\c c}on, St{\'e}phan and Garivier, Aur{\'e}lien and Sabourin, Anne and Vernade, Claire},
      url = {https://telecom-paris.hal.science/hal-02287481},
      booktitle = {{ECML}},
      address = {Skopje, Macedonia},
      hal_local_reference = {SC:AISTATS-17b},
      year = {2017},
      month = sep,
      hal_id = {hal-02287481},
      hal_version = {v1}
    }
    

19. A Web-Based Platform for Annotating Sentiment-Related Phenomena in Human-Agent Conversations.
    Caroline Langlet, Chloé Clavel
     International Conference on Intelligent Virtual Agents, Stockholm, Sweden, September 2017.
    

    @inproceedings{langlet:hal-01580091,
      title = {{A Web-Based Platform for Annotating Sentiment-Related Phenomena in Human-Agent Conversations.}},
      author = {Langlet, Caroline and Clavel, Chlo{\'e}},
      url = {https://imt.hal.science/hal-01580091},
      booktitle = {{~International Conference on Intelligent Virtual Agents}},
      address = {Stockholm, Sweden},
      hal_local_reference = {langlet:IVA2017},
      year = {2017},
      month = sep,
      hal_id = {hal-01580091},
      hal_version = {v1}
    }
    

20. Leveraging deep neural networks with nonnegative representations for improved environmental sound classification
    Victor Bisot, Romain Serizel, Slim Essid, Gael Richard
    IEEE International Workshop on Machine Learning for Signal Processing MLSP, Tokyo, Japan, September 2017.
    

    @inproceedings{bisot:hal-01576857,
      title = {{Leveraging deep neural networks with nonnegative representations for improved environmental sound classification}},
      author = {Bisot, Victor and Serizel, Romain and Essid, Slim and Richard, Gael},
      url = {https://hal.science/hal-01576857},
      booktitle = {{IEEE International Workshop on Machine Learning for Signal Processing MLSP}},
      address = {Tokyo, Japan},
      year = {2017},
      month = sep,
      keywords = {Nonnegative Matrix Factorization ; Sound Classification ; Deep Neural Networks},
      pdf = {https://hal.science/hal-01576857v1/file/leveraging-deep-neural.pdf},
      hal_id = {hal-01576857},
      hal_version = {v1}
    }
    

21. Impact of ferromagnetic obstacles on LF-RFID based indoor positioning systems
    Vighnesh Gharat, Elizabeth Colin, Geneviève Baudoin, Damien Richard Richard
    2017 IEEE International Conference on RFID Technology & Application (RFID-TA), Warsaw, Poland, September 2017.
    

    @inproceedings{gharat:hal-01722902,
      title = {{Impact of ferromagnetic obstacles on LF-RFID based indoor positioning systems}},
      author = {Gharat, Vighnesh and Colin, Elizabeth and Baudoin, Genevi{\`e}ve and Richard, Damien Richard},
      url = {https://hal.science/hal-01722902},
      booktitle = {{2017 IEEE International Conference on RFID Technology \& Application (RFID-TA)}},
      address = {Warsaw, Poland},
      publisher = {{IEEE}},
      year = {2017},
      month = sep,
      doi = {10.1109/RFID-TA.2017.8098876},
      hal_id = {hal-01722902},
      hal_version = {v1}
    }
    

22. Indoor performance analysis of LF-RFID based positioning system: Comparison with UHF-RFID and UWB
    Vighnesh Gharat, Elizabeth Colin, Geneviève Baudoin, Damien Richard Richard
    2017 International Conference on Indoor Positioning and Indoor Navigation (IPIN), Sapporo, Japan, September 2017.
    

    @inproceedings{gharat:hal-01722906,
      title = {{Indoor performance analysis of LF-RFID based positioning system: Comparison with UHF-RFID and UWB}},
      author = {Gharat, Vighnesh and Colin, Elizabeth and Baudoin, Genevi{\`e}ve and Richard, Damien Richard},
      url = {https://hal.science/hal-01722906},
      booktitle = {{2017 International Conference on Indoor Positioning and Indoor Navigation (IPIN)}},
      address = {Sapporo, Japan},
      publisher = {{IEEE}},
      year = {2017},
      month = sep,
      doi = {10.1109/IPIN.2017.8115901},
      hal_id = {hal-01722906},
      hal_version = {v1}
    }
    

23. Ondelettes analytiques, application à l’analyse des processus multivariés à longue mémoire
    Irène Gannaz, Sophie Achard, Marianne Clausel, François Roueff
    GRETSI 2017 - XXVIème Colloque francophone de traitement du signal et des images, Juan-Les-Pins, France, September 2017.
    

    @inproceedings{gannaz:hal-01840082,
      title = {{Ondelettes analytiques, application {\`a} l'analyse des processus multivari{\'e}s {\`a} longue m{\'e}moire}},
      author = {Gannaz, Ir{\`e}ne and Achard, Sophie and Clausel, Marianne and Roueff, Fran{\c c}ois},
      url = {https://hal.science/hal-01840082},
      booktitle = {{GRETSI 2017 - XXVI{\`e}me Colloque francophone de traitement du signal et des images}},
      address = {Juan-Les-Pins, France},
      year = {2017},
      month = sep,
      pdf = {https://hal.science/hal-01840082v1/file/gretsi2017_OndelettesAnalytiques.pdf},
      hal_id = {hal-01840082},
      hal_version = {v1}
    }
    

24. Histoire de la transformée de Mellin
    Jean-Marie Nicolas, Roland Badeau
    Colloque GRETSI, Juan-Les-Pins, France, September 2017.
    

    @inproceedings{nicolas:hal-01540479,
      title = {{Histoire de la transform{\'e}e de Mellin}},
      author = {Nicolas, Jean-Marie and Badeau, Roland},
      url = {https://hal.science/hal-01540479},
      booktitle = {{Colloque GRETSI}},
      address = {Juan-Les-Pins, France},
      series = {Actes du XXVI{\`e}me Colloque GRETSI},
      year = {2017},
      month = sep,
      pdf = {https://hal.science/hal-01540479v1/file/articlemellin.pdf},
      hal_id = {hal-01540479},
      hal_version = {v1}
    }
    

25. Lévy NMF : un modèle robuste de séparation de sources non-négatives
    Paul Magron, Roland Badeau, Antoine Liutkus
    Colloque GRETSI, Juan-Les-Pins, France, September 2017.
    

    @inproceedings{magron:hal-01540484,
      title = {{L{\'e}vy NMF : un mod{\`e}le robuste de s{\'e}paration de sources non-n{\'e}gatives}},
      author = {Magron, Paul and Badeau, Roland and Liutkus, Antoine},
      url = {https://hal.science/hal-01540484},
      booktitle = {{Colloque GRETSI}},
      address = {Juan-Les-Pins, France},
      series = {Actes du XXVI{\`e}me Colloque GRETSI},
      year = {2017},
      month = sep,
      pdf = {https://hal.science/hal-01540484v1/file/levy-nmf.pdf},
      hal_id = {hal-01540484},
      hal_version = {v1}
    }
    

26. Séparation de sources audio en milieu réverbérant : Factorisation en matrices non-négatives et représentation temporelle du mélange convolutif
    Simon Leglaive, Roland Badeau, Gael Richard
    Colloque GRETSI, Juan-Les-Pins, France, September 2017.
    

    @inproceedings{leglaive:hal-01540481,
      title = {{S{\'e}paration de sources audio en milieu r{\'e}verb{\'e}rant : Factorisation en matrices non-n{\'e}gatives et repr{\'e}sentation temporelle du m{\'e}lange convolutif}},
      author = {Leglaive, Simon and Badeau, Roland and Richard, Gael},
      url = {https://hal.science/hal-01540481},
      booktitle = {{Colloque GRETSI}},
      address = {Juan-Les-Pins, France},
      series = {Actes du XXVI{\`e}me Colloque GRETSI},
      year = {2017},
      month = sep,
      pdf = {https://hal.science/hal-01540481v1/file/LeglaiveBadeauRichard_final.pdf},
      hal_id = {hal-01540481},
      hal_version = {v1}
    }
    

27. Convergence d’un algorithme du gradient proximal stochastique à pas constant et généralisation aux opérateurs monotones aléatoires
    Adil Salim, Pascal Bianchi, Walid Hachem
    GRETSI, Juan-les-Pins, France, September 2017.
    

    @inproceedings{salim:hal-01725141,
      title = {{Convergence d'un algorithme du gradient proximal stochastique {\`a} pas constant et g{\'e}n{\'e}ralisation aux op{\'e}rateurs monotones al{\'e}atoires}},
      author = {Salim, Adil and Bianchi, Pascal and Hachem, Walid},
      url = {https://hal.science/hal-01725141},
      booktitle = {{GRETSI}},
      address = {Juan-les-Pins, France},
      year = {2017},
      month = sep,
      pdf = {https://hal.science/hal-01725141v1/file/sbh_gretsi17.pdf},
      hal_id = {hal-01725141},
      hal_version = {v1}
    }
    

28. Character and Subword-Based Word Representation for Neural Language Modeling Prediction
    Matthieu Labeau, Alexandre Allauzen
    Proceedings of the First Workshop on Subword and Character Level Models in NLP, Copenhagen, Denmark, September 2017.
    

    @inproceedings{labeau:hal-02912377,
      title = {{Character and Subword-Based Word Representation for Neural Language Modeling Prediction}},
      author = {Labeau, Matthieu and Allauzen, Alexandre},
      url = {https://hal.science/hal-02912377},
      booktitle = {{Proceedings of the First Workshop on Subword and Character Level Models in NLP}},
      address = {Copenhagen, Denmark},
      publisher = {{Association for Computational Linguistics}},
      pages = {1-13},
      year = {2017},
      month = sep,
      doi = {10.18653/v1/W17-4101},
      hal_id = {hal-02912377},
      hal_version = {v1}
    }
    

29. Méthode de Monte Carlo à dynamique hamiltonienne pour estimation d’un modèle thermique de bâtiment
    Tahar Nabil, Eric Moulines, Jean-Marc Jicquel, Alexandre Girard, Christian Lajaunie
    XXVIe colloque GRETSI, Juan-les-Pins, France, September 2017.
    

    @inproceedings{nabil:hal-02287621,
      title = {{M{\'e}thode de Monte Carlo {\`a} dynamique hamiltonienne pour estimation d'un mod{\`e}le thermique de b{\^a}timent}},
      author = {Nabil, Tahar and Moulines, Eric and Jicquel, Jean-Marc and Girard, Alexandre and Lajaunie, Christian},
      url = {https://telecom-paris.hal.science/hal-02287621},
      booktitle = {{XXVIe colloque GRETSI}},
      address = {Juan-les-Pins, France},
      hal_local_reference = {tn:gretsi-2017},
      year = {2017},
      month = sep,
      hal_id = {hal-02287621},
      hal_version = {v1}
    }
    

30. Opinion Dynamics Modeling for Movie Review Transcripts Classification with Hidden Conditional Random Fields
    Valentin Barriere, Chloé Clavel, Slim Essid
    Interspeech 2017, Stockholm, Sweden, August 2017.
    

    @inproceedings{barriere:hal-02287607,
      title = {{Opinion Dynamics Modeling for Movie Review Transcripts Classification with Hidden Conditional Random Fields}},
      author = {Barriere, Valentin and Clavel, Chlo{\'e} and Essid, Slim},
      url = {https://telecom-paris.hal.science/hal-02287607},
      booktitle = {{Interspeech 2017}},
      address = {Stockholm, Sweden},
      hal_local_reference = {VB:Interspeech-17},
      year = {2017},
      month = aug,
      hal_id = {hal-02287607},
      hal_version = {v1}
    }
    

31. Semi-Blind Student’s t Source Separation for Multichannel Audio Convolutive Mixtures
    Simon Leglaive, Roland Badeau, Gael Richard
    25th European Signal Processing Conference (EUSIPCO), Kos, Greece, August 2017.
    

    @inproceedings{leglaive:hal-01531243,
      title = {{Semi-Blind Student's t Source Separation for Multichannel Audio Convolutive Mixtures}},
      author = {Leglaive, Simon and Badeau, Roland and Richard, Gael},
      url = {https://hal.science/hal-01531243},
      booktitle = {{25th European Signal Processing Conference (EUSIPCO)}},
      address = {Kos, Greece},
      series = {Proc. of 25th European Signal Processing Conference (EUSIPCO)},
      pages = {2323-2327},
      year = {2017},
      month = aug,
      keywords = {Under-determined audio source separation ;  multichannel convolutive mixture ;  Student's t distribution ;  non-negative matrix factorization ;  variational inference.},
      pdf = {https://hal.science/hal-01531243v1/file/LeglaiveBadeauRichard_final.pdf},
      hal_id = {hal-01531243},
      hal_version = {v1}
    }
    

32. Hyperparameter Estimation in Maximum a Posteriori Regression Using Group Sparsity with an Application to Brain Imaging
    Yousra Bekhti, Roland Badeau, Alexandre Gramfort
    25th European Signal Processing Conference (EUSIPCO) , Kos, Greece, August 2017.
    

    @inproceedings{bekhti:hal-01531238,
      title = {{Hyperparameter Estimation in Maximum a Posteriori Regression Using Group Sparsity with an Application to Brain Imaging}},
      author = {Bekhti, Yousra and Badeau, Roland and Gramfort, Alexandre},
      url = {https://hal.science/hal-01531238},
      booktitle = {{25th European Signal Processing Conference (EUSIPCO) }},
      address = {Kos, Greece},
      series = {Proc. of 25th European Signal Processing Conference (EUSIPCO) },
      pages = {256-260},
      year = {2017},
      month = aug,
      pdf = {https://hal.science/hal-01531238v1/file/Bekhti-EUSIPCO-17.pdf},
      hal_id = {hal-01531238},
      hal_version = {v1}
    }
    

33. Distributed Approach for Deblurring Large Images with Shift-Variant Blur
    Rahul Mourya, André Ferrari, Rémi Flamary, Pascal Bianchi, Cédric Richard
    2017 25th European Signal Processing Conference, Kos Island, Greece, August 2017.
    

    @inproceedings{mourya:hal-02365713,
      title = {{Distributed Approach for Deblurring Large Images with Shift-Variant Blur}},
      author = {Mourya, Rahul and Ferrari, Andr{\'e} and Flamary, R{\'e}mi and Bianchi, Pascal and Richard, C{\'e}dric},
      url = {https://telecom-paris.hal.science/hal-02365713},
      booktitle = {{2017 25th European Signal Processing Conference}},
      address = {Kos Island, Greece},
      year = {2017},
      month = aug,
      doi = {10.23919/EUSIPCO.2017.8081653},
      keywords = {Index Terms-Distributed optimization ; proximal projection ; shift-variant blur ; inverse problems ; image deblurring},
      pdf = {https://telecom-paris.hal.science/hal-02365713v1/file/EUSIPCO2017.pdf},
      hal_id = {hal-02365713},
      hal_version = {v1}
    }
    

34. Amplitude and Phase Dereverberation of Monocomponent Signals
    Arthur Belhomme, Roland Badeau, Yves Grenier, Eric Humbert
    25th European Signal Processing Conference (EUSIPCO), Kos, Greece, August 2017.
    

    @inproceedings{belhomme:hal-01531259,
      title = {{Amplitude and Phase Dereverberation of Monocomponent Signals}},
      author = {Belhomme, Arthur and Badeau, Roland and Grenier, Yves and Humbert, Eric},
      url = {https://hal.science/hal-01531259},
      booktitle = {{25th European Signal Processing Conference (EUSIPCO)}},
      address = {Kos, Greece},
      series = {Proc. of 25th European Signal Processing Conference (EUSIPCO)},
      pages = {1320-1324},
      year = {2017},
      month = aug,
      pdf = {https://hal.science/hal-01531259v1/file/Belhomme-EUSIPCO-17.pdf},
      hal_id = {hal-01531259},
      hal_version = {v1}
    }
    

35. EMOEEG: A new multimodal dataset for dynamic EEG-based emotion recognition with audiovisual elicitation
    Anne-Claire Conneau, Ayoub Hajlaoui, Mohamed Chetouani, Slim Essid
    2017 25th European Signal Processing Conference (EUSIPCO), Kos, Greece, August 2017.
    

    @inproceedings{conneau:hal-02422947,
      title = {{EMOEEG: A new multimodal dataset for dynamic EEG-based emotion recognition with audiovisual elicitation}},
      author = {Conneau, Anne-Claire and Hajlaoui, Ayoub and Chetouani, Mohamed and Essid, Slim},
      url = {https://hal.sorbonne-universite.fr/hal-02422947},
      booktitle = {{2017 25th European Signal Processing Conference (EUSIPCO)}},
      address = {Kos, Greece},
      publisher = {{IEEE}},
      pages = {738-742},
      year = {2017},
      month = aug,
      doi = {10.23919/EUSIPCO.2017.8081305},
      hal_id = {hal-02422947},
      hal_version = {v1}
    }
    

36. Scalable Source Localization with Multichannel Alpha-Stable Distributions
    Mathieu Fontaine, Charles Vanwynsberghe, Antoine Liutkus, Roland Badeau
    25th European Signal Processing Conference (EUSIPCO), Kos, Greece, August 2017.
    

    @inproceedings{fontaine:hal-01531252,
      title = {{Scalable Source Localization with Multichannel Alpha-Stable Distributions}},
      author = {Fontaine, Mathieu and Vanwynsberghe, Charles and Liutkus, Antoine and Badeau, Roland},
      url = {https://hal.science/hal-01531252},
      booktitle = {{25th European Signal Processing Conference (EUSIPCO)}},
      address = {Kos, Greece},
      series = {Proc. of 25th European Signal Processing Conference (EUSIPCO)},
      pages = {11-15},
      year = {2017},
      month = aug,
      keywords = {source localization ; acoustic modeling ; alpha-stable random variables ; spectral measure ; sketching},
      pdf = {https://hal.science/hal-01531252v1/file/EUSIPCO.pdf},
      hal_id = {hal-01531252},
      hal_version = {v1}
    }
    

37. Automatic Measures to Characterise Verbal Alignment in Human-Agent Interaction
    Guillaume Dubuisson Duplessis, Chloé Clavel, Frédéric Landragin
    18th Annual Meeting of the Special Interest Group on Discourse and Dialogue (SIGDIAL), Saarbrücken, Germany, August 2017.
    

    @inproceedings{dubuissonduplessis:hal-01577813,
      title = {{Automatic Measures to Characterise Verbal Alignment in Human-Agent Interaction}},
      author = {Dubuisson Duplessis, Guillaume and Clavel, Chlo{\'e} and Landragin, Fr{\'e}d{\'e}ric},
      url = {https://hal.science/hal-01577813},
      booktitle = {{18th Annual Meeting of the Special Interest Group on Discourse and Dialogue (SIGDIAL)}},
      address = {Saarbr{\"u}cken, Germany},
      series = {Proceedings of the SIGDIAL 2017 Conference},
      pages = {71--81},
      year = {2017},
      month = aug,
      pdf = {https://hal.science/hal-01577813v1/file/SIGDIAL10.pdf},
      hal_id = {hal-01577813},
      hal_version = {v1}
    }
    

38. Analytic wavelets for multivariate time series analysis
    Irène Gannaz, Sophie Achard, Marianne Clausel, François Roueff
    SPIE Optical Engineering + Applications, San Diego, Californie, United States, August 2017.
    

    @inproceedings{gannaz:hal-01618447,
      title = {{Analytic wavelets for multivariate time series analysis}},
      author = {Gannaz, Ir{\`e}ne and Achard, Sophie and Clausel, Marianne and Roueff, Fran{\c c}ois},
      url = {https://hal.science/hal-01618447},
      booktitle = {{SPIE Optical Engineering + Applications}},
      address = {San Diego, Californie, United States},
      publisher = {{SPIE}},
      series = {Wavelets and Sparsity XVII},
      volume = {10394},
      pages = {1-8},
      year = {2017},
      month = aug,
      doi = {10.1117/12.2272928},
      pdf = {https://hal.science/hal-01618447v1/file/AnalyticWavelets_spie2017.pdf},
      hal_id = {hal-01618447},
      hal_version = {v1}
    }
    

39. Matrix Co-Factorisation and Applications to Music Analysis
    Slim Essid
    Machine Learning for Music Discovery Workshop, International Conference on Machine Learning (ICML) 2017, Sydney, Australia, August 2017.
    

    @inproceedings{essid:hal-02287881,
      title = {{Matrix Co-Factorisation and Applications to Music Analysis}},
      author = {Essid, Slim},
      url = {https://telecom-paris.hal.science/hal-02287881},
      booktitle = {{Machine Learning for Music Discovery Workshop, International Conference on Machine Learning (ICML) 2017}},
      address = {Sydney, Australia},
      hal_local_reference = {SE:ICML17},
      year = {2017},
      month = aug,
      hal_id = {hal-02287881},
      hal_version = {v1}
    }
    

40. Beat gesture prediction using prosodic features
    Varun Jain, Chloé Clavel, Catherine Pelachaud
    3rd International Workshop on Virtual Social Interaction (VSI 2017), Bielefeld, Germany, July 2017.
    

    @inproceedings{jain:hal-01567617,
      title = {{Beat gesture prediction using prosodic features}},
      author = {Jain, Varun and Clavel, Chlo{\'e} and Pelachaud, Catherine},
      url = {https://imt.hal.science/hal-01567617},
      booktitle = {{3rd International Workshop on Virtual Social Interaction (VSI 2017)}},
      address = {Bielefeld, Germany},
      hal_local_reference = {VSI:Jain17},
      year = {2017},
      month = jul,
      hal_id = {hal-01567617},
      hal_version = {v1}
    }
    

41. Concentration inequalities for Harris recurrent Markov chains
    Gabriela Ciolek, P. Bertail
    The 39th Conference on Stochastic Processes and their Applications, Moscow, Russia, July 2017.
    

    @inproceedings{ciolek:hal-02288511,
      title = {{Concentration inequalities for Harris recurrent Markov chains}},
      author = {Ciolek, Gabriela and Bertail, P.},
      url = {https://telecom-paris.hal.science/hal-02288511},
      booktitle = {{The 39th Conference on Stochastic Processes and their Applications}},
      address = {Moscow, Russia},
      hal_local_reference = {CON-17},
      year = {2017},
      month = jul,
      hal_id = {hal-02288511},
      hal_version = {v1}
    }
    

42. Characterizing the maximum parameter of the total-variation denoising through the pseudo-inverse of the divergence
    Charles-Alban Deledalle, Nicolas Papadakis, Joseph Salmon, Samuel Vaiter
    Signal Processing with Adaptive Sparse Structured Representations (SPARS’17), Lisbon, Portugal, June 2017.
    

    @inproceedings{deledalle:hal-01412059,
      title = {{Characterizing the maximum parameter of the total-variation denoising through the pseudo-inverse of the divergence}},
      author = {Deledalle, Charles-Alban and Papadakis, Nicolas and Salmon, Joseph and Vaiter, Samuel},
      url = {https://hal.science/hal-01412059},
      booktitle = {{Signal Processing with Adaptive Sparse Structured Representations (SPARS'17)}},
      address = {Lisbon, Portugal},
      series = {Signal Processing with Adaptive Sparse Structured Representations},
      year = {2017},
      month = jun,
      keywords = { Pseudo-inverse ;  Divergence ;  Regularization ; Total-variation},
      pdf = {https://hal.science/hal-01412059v1/file/lambdamax.pdf},
      hal_id = {hal-01412059},
      hal_version = {v1}
    }
    

43. Représentations continues dérivées des caractères pour un modèle de langue neuronal à vocabulaire ouvert
    Matthieu Labeau, Alexandre Allauzen
    TALN-RECITAL 2017, Orléans, France, June 2017.
    

    @inproceedings{labeau:hal-02912472,
      title = {{Repr{\'e}sentations continues d{\'e}riv{\'e}es des caract{\`e}res pour un mod{\`e}le de langue neuronal {\`a} vocabulaire ouvert}},
      author = {Labeau, Matthieu and Allauzen, Alexandre},
      url = {https://hal.science/hal-02912472},
      booktitle = {{TALN-RECITAL 2017}},
      address = {Orl{\'e}ans, France},
      year = {2017},
      month = jun,
      keywords = {Neural language model ; Character-based representation ; Statistical Machine Transla- tion ; Mod{\`e}le de langue neuronal ; Repr{\'e}sentations continues d{\'e}riv{\'e}es des caract{\`e}res ; Traduction automatique par approche statistique.},
      pdf = {https://hal.science/hal-02912472v1/file/2017.jeptalnrecital-long.3.pdf},
      hal_id = {hal-02912472},
      hal_version = {v1}
    }
    

44. Empirical Minimum Volume Set on the Sphere: A Canonical Anomaly Detection Method
    Stéphan Clémençon, Alexandre Gramfort, Anne Sabourin, Albert Thomas
    AISTATS, Fort Lauderdale, United States, June 2017.
    

    @inproceedings{clemencon:hal-02288463,
      title = {{Empirical Minimum Volume Set on the Sphere: A Canonical Anomaly Detection Method}},
      author = {Cl{\'e}men{\c c}on, St{\'e}phan and Gramfort, Alexandre and Sabourin, Anne and Thomas, Albert},
      url = {https://telecom-paris.hal.science/hal-02288463},
      booktitle = {{AISTATS}},
      address = {Fort Lauderdale, United States},
      hal_local_reference = {SC:AISTATS-17c},
      year = {2017},
      month = jun,
      hal_id = {hal-02288463},
      hal_version = {v1}
    }
    

45. Critical Regions for Anomaly Detection via Empirical MV-sets on the Sphere
    Stéphan Clémençon
    EVA 2017, Delft, Netherlands, June 2017.
    

    @inproceedings{clemencon:hal-02288535,
      title = {{Critical Regions for Anomaly Detection via Empirical MV-sets on the Sphere}},
      author = {Cl{\'e}men{\c c}on, St{\'e}phan},
      url = {https://telecom-paris.hal.science/hal-02288535},
      booktitle = {{EVA 2017}},
      address = {Delft, Netherlands},
      hal_local_reference = {SC:EVA-17},
      year = {2017},
      month = jun,
      hal_id = {hal-02288535},
      hal_version = {v1}
    }
    

46. A Learning Theory of Ranking Aggregation
    Stéphan Clémençon, Anna Korba, Eric Sibony
    AISTATS, Fort Lauderdale, United States, June 2017.
    

    @inproceedings{clemencon:hal-02287480,
      title = {{A Learning Theory of Ranking Aggregation}},
      author = {Cl{\'e}men{\c c}on, St{\'e}phan and Korba, Anna and Sibony, Eric},
      url = {https://telecom-paris.hal.science/hal-02287480},
      booktitle = {{AISTATS}},
      address = {Fort Lauderdale, United States},
      hal_local_reference = {SC:AISTATS-17a},
      year = {2017},
      month = jun,
      hal_id = {hal-02287480},
      hal_version = {v1}
    }
    

47. Concentration inequalities for regenerative and Harris recurrent Markov chains with applications to statistical learning
    Stéphan Clémençon, Gabriela Ciolek, P. Bertail
    Séminaire généraliste de l’équipe de Probabilités et Statistiques, Nancy, France, May 2017.
    

    @inproceedings{clemencon:hal-02287763,
      title = {{Concentration inequalities for regenerative and Harris recurrent Markov chains with applications to statistical learning}},
      author = {Cl{\'e}men{\c c}on, St{\'e}phan and Ciolek, Gabriela and Bertail, P.},
      url = {https://telecom-paris.hal.science/hal-02287763},
      booktitle = {{S{\'e}minaire g{\'e}n{\'e}raliste de l'{\'e}quipe de Probabilit{\'e}s et Statistiques}},
      address = {Nancy, France},
      hal_local_reference = {SEMI-0517},
      year = {2017},
      month = may,
      keywords = {Markov chains ; concentration bounds ; statistical learning},
      hal_id = {hal-02287763},
      hal_version = {v1}
    }
    

48. Bernoulli Rank-1 Bandits for Click Feedback
    Csaba Szepesvari, Bratislav Kveton, Sumeet Katariya, Claire Vernade
    IJCAI, Sidney, Australia, May 2017.
    

    @inproceedings{szepesvari:hal-02287914,
      title = {{Bernoulli Rank-1 Bandits for Click Feedback}},
      author = {Szepesvari, Csaba and Kveton, Bratislav and Katariya, Sumeet and Vernade, Claire},
      url = {https://telecom-paris.hal.science/hal-02287914},
      booktitle = {{IJCAI}},
      address = {Sidney, Australia},
      hal_local_reference = {CVER:IJCAI-17},
      year = {2017},
      month = may,
      hal_id = {hal-02287914},
      hal_version = {v1}
    }
    

49. Sparse Stochastic Bandits
    Joon Kwon, Vianney Perchet, Claire Vernade
    COLT, Amsterdam, Netherlands, May 2017.
    

    @inproceedings{kwon:hal-02287913,
      title = {{Sparse Stochastic Bandits}},
      author = {Kwon, Joon and Perchet, Vianney and Vernade, Claire},
      url = {https://telecom-paris.hal.science/hal-02287913},
      booktitle = {{COLT}},
      address = {Amsterdam, Netherlands},
      hal_local_reference = {CVER:COLT-17},
      year = {2017},
      month = may,
      hal_id = {hal-02287913},
      hal_version = {v1}
    }
    

50. Stochastic Rank-1 Bandits
    Zheng Wen, Sumeet Kataryia, Bratislav Kveton, Csaba Szepesvari, Claire Vernade
    AISTATS, Fort Lauderdale, United States, May 2017.
    

    @inproceedings{wen:hal-02287915,
      title = {{Stochastic Rank-1 Bandits}},
      author = {Wen, Zheng and Kataryia, Sumeet and Kveton, Bratislav and Szepesvari, Csaba and Vernade, Claire},
      url = {https://telecom-paris.hal.science/hal-02287915},
      booktitle = {{AISTATS}},
      address = {Fort Lauderdale, United States},
      hal_local_reference = {CVER:AISTATS-17},
      year = {2017},
      month = may,
      hal_id = {hal-02287915},
      hal_version = {v1}
    }
    

51. A quantitative analysis of digital library user behaviours based on access logs
    Adrien Nouvellet, Florence d’Alché-Buc, Valérie Beaudouin, Christophe Prieur, François Roueff
    QQML 2017, Limerick, Ireland, May 2017.
    

    @inproceedings{nouvellet:hal-02287829,
      title = {{A quantitative analysis of digital library user behaviours based on access logs}},
      author = {Nouvellet, Adrien and d'Alch{\'e}-Buc, Florence and Beaudouin, Val{\'e}rie and Prieur, Christophe and Roueff, Fran{\c c}ois},
      url = {https://telecom-paris.hal.science/hal-02287829},
      booktitle = {{QQML 2017}},
      address = {Limerick, Ireland},
      hal_local_reference = {nouvellet-qqml2017},
      year = {2017},
      month = may,
      hal_id = {hal-02287829},
      hal_version = {v1}
    }
    

52. Sharp Bernstein and Hoeffding type inequalities for regenerative Markov chains
    Gabriela Ciolek, P. Bertail
    Les probabilités de demain, Bures-sur-Yvette, France, May 2017.
    

    @inproceedings{ciolek:hal-02287800,
      title = {{Sharp Bernstein and Hoeffding type inequalities for regenerative  Markov chains}},
      author = {Ciolek, Gabriela and Bertail, P.},
      url = {https://telecom-paris.hal.science/hal-02287800},
      booktitle = {{Les probabilit{\'e}s de demain}},
      address = {Bures-sur-Yvette, France},
      hal_local_reference = {conf-bur},
      year = {2017},
      month = may,
      hal_id = {hal-02287800},
      hal_version = {v1}
    }
    

53. Bootstrapping periodically autoregressive models
    Gabriela Ciolek
    Journée annuelle de la Chaire Machine Learning for Big Data, Paris, France, May 2017.
    

    @inproceedings{ciolek:hal-02287799,
      title = {{Bootstrapping periodically autoregressive models}},
      author = {Ciolek, Gabriela},
      url = {https://telecom-paris.hal.science/hal-02287799},
      booktitle = {{Journ{\'e}e annuelle de la Chaire Machine Learning for Big Data}},
      address = {Paris, France},
      hal_local_reference = {CONCH-17},
      year = {2017},
      month = may,
      hal_id = {hal-02287799},
      hal_version = {v1}
    }
    

54. Anomaly Detection in Extreme Regions via Empirical MV-sets on the Sphere
    Albert Thomas, Stéphan Clémençon, Alexandre Gramfort, Sabourin Anne
    AISTATS, Fort Lauderdale, United States, April 2017.
    

    @inproceedings{thomas:hal-01519728,
      title = {{Anomaly Detection in Extreme Regions via Empirical MV-sets on the Sphere}},
      author = {Thomas, Albert and Cl{\'e}men{\c c}on, St{\'e}phan and Gramfort, Alexandre and Anne, Sabourin},
      url = {https://hal.science/hal-01519728},
      booktitle = {{AISTATS}},
      address = {Fort Lauderdale, United States},
      volume = {54},
      year = {2017},
      month = apr,
      hal_id = {hal-01519728},
      hal_version = {v1}
    }
    

55. Increasing Public Value through Co-Creation of Open Knowledge
    Jerry Andriessen, Michael Baker, Gennaro Cordasco, Rosario Donato, Delfina Malandrino, Giovannella Palmieri, Mirjam Pardijs, Andrea Petta, D. Pirozzi, Vittorio Scarano
    ICEDEG 2017 - 4th International Conference on eDemocracy & eGovernment, Quito, Ecuador, April 2017.
    

    @inproceedings{andriessen:hal-03991123,
      title = {{Increasing Public Value through Co-Creation of Open Knowledge}},
      author = {Andriessen, Jerry and Baker, Michael and Cordasco, Gennaro and Donato, Rosario and Malandrino, Delfina and Palmieri, Giovannella and Pardijs, Mirjam and Petta, Andrea and Pirozzi, D. and Scarano, Vittorio},
      url = {https://telecom-paris.hal.science/hal-03991123},
      booktitle = {{ICEDEG 2017 - 4th International Conference on eDemocracy \& eGovernment}},
      address = {Quito, Ecuador},
      year = {2017},
      month = apr,
      hal_id = {hal-03991123},
      hal_version = {v1}
    }
    

56. Feature selection for an improved Parkinson’s disease identification based on handwriting
    Catherine Taleb, Laurence Likforman-Sulem, Maha Khachab, Chafic Mokbel
    2017 1st International Workshop on Arabic Script Analysis and Recognition (ASAR 2017), Nancy, France, April 2017.
    

    @inproceedings{taleb:hal-02395677,
      title = {{Feature selection for an improved Parkinson's disease identification based on handwriting}},
      author = {Taleb, Catherine and Likforman-Sulem, Laurence and Khachab, Maha and Mokbel, Chafic},
      url = {https://telecom-paris.hal.science/hal-02395677},
      booktitle = {{2017 1st International Workshop on Arabic Script Analysis and Recognition (ASAR 2017)}},
      address = {Nancy, France},
      publisher = {{IEEE}},
      pages = {52-56},
      year = {2017},
      month = apr,
      doi = {10.1109/ASAR.2017.8067759},
      keywords = {PDMultiMC database ; Parkinson's disease (PD) ; SVM ; radial basis function kernel (RBF kernel) ; handwriting},
      pdf = {https://telecom-paris.hal.science/hal-02395677v1/file/ASAR_2017_paper_21.pdf},
      hal_id = {hal-02395677},
      hal_version = {v1}
    }
    

57. An experimental analysis of Noise-Contrastive Estimation: the noise distribution matters
    Matthieu Labeau, Alexandre Allauzen
    15th Conference of the European Chapter of the Association for Computational Linguistics:, Valencia, Spain, April 2017.
    

    @inproceedings{labeau:hal-02912384,
      title = {{An experimental analysis of Noise-Contrastive Estimation: the noise distribution matters}},
      author = {Labeau, Matthieu and Allauzen, Alexandre},
      url = {https://hal.science/hal-02912384},
      booktitle = {{15th Conference of the European Chapter of the Association for Computational Linguistics:}},
      address = {Valencia, Spain},
      pages = {15 - 20},
      year = {2017},
      month = apr,
      pdf = {https://hal.science/hal-02912384v1/file/E17-2003.pdf},
      hal_id = {hal-02912384},
      hal_version = {v1}
    }
    

58. Supervised Group Nonnegative Matrix Factorisation With Similarity Constraints And Applications To Speaker Identification
    Romain Serizel, Victor Bisot, Slim Essid, Gael Richard
    IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), New Orleans, United States, March 2017.
    

    @inproceedings{serizel:hal-01484744,
      title = {{Supervised Group Nonnegative Matrix Factorisation With Similarity Constraints And Applications To Speaker Identification}},
      author = {Serizel, Romain and Bisot, Victor and Essid, Slim and Richard, Gael},
      url = {https://inria.hal.science/hal-01484744},
      booktitle = {{IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)}},
      address = {New Orleans, United States},
      year = {2017},
      month = mar,
      keywords = {Nonnegative matrix factorisation ;  feature learning ;  dictionary learning ;  online learning ;  speaker identificati},
      pdf = {https://inria.hal.science/hal-01484744v1/file/supervised-group-nonnegative.pdf},
      hal_id = {hal-01484744},
      hal_version = {v1}
    }
    

59. Motion informed audio source separation
    Sanjeel Parekh, Slim Essid, Alexey Ozerov, Ngoc Duong, Patrick Pérez, Gael Richard
    IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2017), New Orleans, United States, March 2017.
    

    @inproceedings{parekh:hal-01447977,
      title = {{Motion informed audio source separation}},
      author = {Parekh, Sanjeel and Essid, Slim and Ozerov, Alexey and Duong, Ngoc and P{\'e}rez, Patrick and Richard, Gael},
      url = {https://hal.science/hal-01447977},
      booktitle = {{IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2017)}},
      address = {New Orleans, United States},
      year = {2017},
      month = mar,
      keywords = {audio source separation ; nonnegative matrix factorization ; motion ; multimodal analysis},
      pdf = {https://hal.science/hal-01447977v1/file/Parekh_et_al_ICASSP_2017.pdf},
      hal_id = {hal-01447977},
      hal_version = {v1}
    }
    

60. Parallelized Stochastic Gradient Markov Chain Monte Carlo Algorithms for Non-Negative Matrix Factorization
    Umut Şimşekli, Alain Durmus, Roland Badeau, Gael Richard, Éric Moulines, Taylan Cemgil
    42nd International Conference on Acoustics, Speech and Signal Processing (ICASSP), New Orleans, United States, March 2017.
    

    @inproceedings{imekli:hal-01416357,
      title = {{Parallelized Stochastic Gradient Markov Chain Monte Carlo Algorithms for Non-Negative Matrix Factorization}},
      author = {{\c S}im{\c s}ekli, Umut and Durmus, Alain and Badeau, Roland and Richard, Gael and Moulines, {\'E}ric and Cemgil, Taylan},
      url = {https://hal.science/hal-01416357},
      booktitle = {{42nd International Conference on Acoustics, Speech and Signal Processing (ICASSP)}},
      address = {New Orleans, United States},
      organization = {{IEEE}},
      series = {Proc. 42nd International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
      year = {2017},
      month = mar,
      keywords = {Stochastic Gradient MCMC ;  Non-Negative Matrix Factorization ;  Tweedie Distribution ;  Beta Divergence ;  Richardson-Romberg Extrapolation.},
      pdf = {https://hal.science/hal-01416357v1/file/simsekli_icassp17.pdf},
      hal_id = {hal-01416357},
      hal_version = {v1}
    }
    

61. Multichannel audio source separation: variational inference of time-frequency sources from time-domain observations
    Simon Leglaive, Roland Badeau, Gael Richard
    42nd International Conference on Acoustics, Speech and Signal Processing (ICASSP), La Nouvelle Orléans, LA, United States, March 2017.
    

    @inproceedings{leglaive:hal-01416347,
      title = {{Multichannel audio source separation: variational inference of time-frequency sources from time-domain observations}},
      author = {Leglaive, Simon and Badeau, Roland and Richard, Gael},
      url = {https://hal.science/hal-01416347},
      booktitle = {{42nd International Conference on Acoustics, Speech and Signal Processing (ICASSP)}},
      address = {La Nouvelle Orl{\'e}ans, LA, United States},
      organization = {{IEEE}},
      series = {Proc. 42nd International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
      year = {2017},
      month = mar,
      keywords = {Multichannel audio source separation ;  time-domain convolutive model ;  time-frequency source model ;  variational EM algorithm.},
      pdf = {https://hal.science/hal-01416347v1/file/LeglaiveBadeauRichard.pdf},
      hal_id = {hal-01416347},
      hal_version = {v1}
    }
    

62. Overlapping sound event detection with supervised Nonnegative Matrix Factorization
    Victor Bisot, Slim Essid, Gael Richard
    2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), New Orleans, France, March 2017.
    

    @inproceedings{bisot:hal-02713341,
      title = {{Overlapping sound event detection with supervised Nonnegative Matrix Factorization}},
      author = {Bisot, Victor and Essid, Slim and Richard, Gael},
      url = {https://inria.hal.science/hal-02713341},
      booktitle = {{2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)}},
      address = {New Orleans, France},
      publisher = {{IEEE}},
      pages = {31-35},
      year = {2017},
      month = mar,
      doi = {10.1109/ICASSP.2017.7951792},
      hal_id = {hal-02713341},
      hal_version = {v1}
    }
    

63. Drum extraction in single channel audio signals using multi-layer non negative matrix factor deconvolution
    Clément Laroche, Hélène Papadopoulos, Matthieu Kowalski, Gael Richard
    The 42nd IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2017), Nouvelle Orleans, United States, March 2017.
    

    @inproceedings{laroche:hal-01438851,
      title = {{Drum extraction in single channel audio signals using multi-layer non negative matrix factor deconvolution}},
      author = {Laroche, Cl{\'e}ment and Papadopoulos, H{\'e}l{\`e}ne and Kowalski, Matthieu and Richard, Gael},
      url = {https://hal.science/hal-01438851},
      booktitle = {{The 42nd IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2017)}},
      address = {Nouvelle Orleans, United States},
      year = {2017},
      month = mar,
      doi = {10.1109/icassp.2017.7952115},
      keywords = {Index Terms- Drum extraction ; Source separation ; Non- negative matrix factorization},
      pdf = {https://hal.science/hal-01438851v1/file/Template.pdf},
      hal_id = {hal-01438851},
      hal_version = {v1}
    }
    

64. Alpha-Stable Multichannel Audio Source Separation
    Simon Leglaive, Umut Şimşekli, Antoine Liutkus, Roland Badeau, Gael Richard
    42nd International Conference on Acoustics, Speech and Signal Processing (ICASSP), New Orleans, United States, March 2017.
    

    @inproceedings{leglaive:hal-01416366,
      title = {{Alpha-Stable Multichannel Audio Source Separation}},
      author = {Leglaive, Simon and {\c S}im{\c s}ekli, Umut and Liutkus, Antoine and Badeau, Roland and Richard, Gael},
      url = {https://hal.science/hal-01416366},
      booktitle = {{42nd International Conference on Acoustics, Speech and Signal Processing (ICASSP)}},
      address = {New Orleans, United States},
      organization = {{IEEE}},
      series = {Proc. 42nd International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
      year = {2017},
      month = mar,
      keywords = { Monte Carlo Expectation-Maximization. ;  Informed source separation ; Alpha-stable distributions ;  Multichannel source separation},
      pdf = {https://hal.science/hal-01416366v1/file/alphaStableMASS-ICASSP17.pdf},
      hal_id = {hal-01416366},
      hal_version = {v1}
    }
    

65. Phase-dependent anisotropic Gaussian model for audio source separation
    Paul Magron, Roland Badeau, Bertrand David
    42nd International Conference on Acoustics, Speech and Signal Processing (ICASSP), New Orleans, United States, March 2017.
    

    @inproceedings{magron:hal-01416355,
      title = {{Phase-dependent anisotropic Gaussian model for audio source separation}},
      author = {Magron, Paul and Badeau, Roland and David, Bertrand},
      url = {https://hal.science/hal-01416355},
      booktitle = {{42nd International Conference on Acoustics, Speech and Signal Processing (ICASSP)}},
      address = {New Orleans, United States},
      organization = {{IEEE}},
      series = {Proc. 42nd International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
      year = {2017},
      month = mar,
      keywords = {Phase reconstruction ;  Von Mises distribution ;  anisotropic Gaussian model ;  phase unwrapping ;  source separation},
      pdf = {https://hal.science/hal-01416355v1/file/ICASSP-Magron-2017.pdf},
      hal_id = {hal-01416355},
      hal_version = {v1}
    }
    

66. Sketching for nearfield acoustic imaging of heavy-tailed sources
    Mathieu Fontaine, Charles Vanwynsberghe, Antoine Liutkus, Roland Badeau
    13th International Conference on Latent Variable Analysis and Signal Separation (LVA/ICA 2017), Grenoble, France, February 2017.
    

    @inproceedings{fontaine:hal-01401988,
      title = {{Sketching for nearfield acoustic imaging of heavy-tailed sources}},
      author = {Fontaine, Mathieu and Vanwynsberghe, Charles and Liutkus, Antoine and Badeau, Roland},
      url = {https://hal.science/hal-01401988},
      booktitle = {{13th International Conference on Latent Variable Analysis and Signal Separation (LVA/ICA 2017)}},
      address = {Grenoble, France},
      series = { Latent Variable Analysis and Signal Separation 13th International Conference, LVA/ICA 2017, Grenoble, France, February 21-23, 2017, Proceedings},
      volume = {10169},
      pages = {80-88},
      year = {2017},
      month = feb,
      doi = {10.1007/978-3-319-53547-0\_8},
      pdf = {https://hal.science/hal-01401988v1/file/LVA-ICA-Fontaine-2017.pdf},
      hal_id = {hal-01401988},
      hal_version = {v1}
    }
    

67. On the Use of Latent Mixing Filters in Audio Source Separation
    Laurent Girin, Roland Badeau
    LVA/ICA 2017 - 13th International Conference on Latent Variable Analysis and Signal Separation, Grenoble, France, February 2017.
    

    @inproceedings{girin:hal-01400965,
      title = {{On the Use of Latent Mixing Filters in Audio Source Separation}},
      author = {Girin, Laurent and Badeau, Roland},
      url = {https://hal.science/hal-01400965},
      booktitle = {{LVA/ICA 2017 - 13th International Conference on Latent Variable Analysis and Signal Separation}},
      address = {Grenoble, France},
      publisher = {{Springer}},
      series = {Theoretical Computer Science and General Issues},
      volume = {10169},
      pages = {225-235},
      year = {2017},
      month = feb,
      doi = {10.1007/978-3-319-53547-0\_22},
      keywords = { MCMC sampling ; Audio source separation ;  source image ;  MMSE estimator ;  latent mixing filters},
      pdf = {https://hal.science/hal-01400965v1/file/LVA-ICA-GIrin-2017.pdf},
      hal_id = {hal-01400965},
      hal_version = {v1}
    }
    

68. Nonnegative Matrix Factorisation for multimodal data analysis
    Slim Essid
    Dipartimento di Elettronica, Informazione e Bioingegeria (DEIB), Politecnico di Milano, Milan, Italy, February 2017.
    

    @inproceedings{essid:hal-02288528,
      title = {{Nonnegative Matrix Factorisation for multimodal data analysis}},
      author = {Essid, Slim},
      url = {https://telecom-paris.hal.science/hal-02288528},
      booktitle = {{Dipartimento di Elettronica, Informazione e Bioingegeria (DEIB), Politecnico di Milano}},
      address = {Milan, Italy},
      hal_local_reference = {SE:POLIMI17},
      year = {2017},
      month = feb,
      hal_id = {hal-02288528},
      hal_version = {v1}
    }
    

69. Parametric models of phase-amplitude coupling in neural time series
    Tom Dupré La Tour, Yves Grenier, Alexandre Gramfort
    BASP, Villars-sur-Ollon, Switzerland, January 2017.
    

    @inproceedings{duprelatour:hal-02287880,
      title = {{Parametric models of phase-amplitude coupling in neural time series}},
      author = {Dupr{\'e} La Tour, Tom and Grenier, Yves and Gramfort, Alexandre},
      url = {https://telecom-paris.hal.science/hal-02287880},
      booktitle = {{BASP}},
      address = {Villars-sur-Ollon, Switzerland},
      hal_local_reference = {TD:BASP-2017},
      year = {2017},
      month = jan,
      hal_id = {hal-02287880},
      hal_version = {v1}
    }
    

70. Uniform bootstrap central limit theorems for Harris chains
    Gabriela Ciolek
    Séminaire de statistique d’AgroParisTech, Paris, France, January 2017.
    

    @inproceedings{ciolek:hal-02287762,
      title = {{Uniform bootstrap central limit theorems for Harris chains}},
      author = {Ciolek, Gabriela},
      url = {https://telecom-paris.hal.science/hal-02287762},
      booktitle = {{S{\'e}minaire de statistique d'AgroParisTech}},
      address = {Paris, France},
      hal_local_reference = {SEMI-17},
      year = {2017},
      month = jan,
      hal_id = {hal-02287762},
      hal_version = {v1}
    }
    

71. Étude des perturbations des systèmes de positionnement magnéto-inductifs en intérieur, ” Journées nationales micorondes
    Vighnesh Gharat, Elizabeth Colin, Geneviève Baudoin, Damien Richard Richard
    Journées nationales microondes , Saint-Malo, France, 2017.
    

    @inproceedings{gharat:hal-01723250,
      title = {{{\'E}tude des perturbations des syst{\`e}mes de positionnement magn{\'e}to-inductifs en int{\'e}rieur, '' Journ{\'e}es nationales micorondes }},
      author = {Gharat, Vighnesh and Colin, Elizabeth and Baudoin, Genevi{\`e}ve and Richard, Damien Richard},
      url = {https://hal.science/hal-01723250},
      booktitle = {{Journ{\'e}es nationales microondes }},
      address = {Saint-Malo, France},
      year = {2017},
      hal_id = {hal-01723250},
      hal_version = {v1}
    }
    

72. Beat Gesture Prediction using Prosodic Features
    Varun Jain, Chloé Clavel, Catherine I Pelachaud
    3rd WS on Virtual Social Interaction, Bielefeld, Germany, 2017.
    

    @inproceedings{jain:hal-01538184,
      title = {{ Beat Gesture Prediction using Prosodic Features}},
      author = {Jain, Varun and Clavel, Chlo{\'e} and Pelachaud, Catherine I},
      url = {https://hal.science/hal-01538184},
      booktitle = {{3rd WS on Virtual Social Interaction}},
      address = {Bielefeld, Germany},
      year = {2017},
      hal_id = {hal-01538184},
      hal_version = {v1}
    }
    

73. Towards the Generation of Expressive Co-Speech Gestures
    Brian Ravenet, Chloé Clavel, Catherine I Pelachaud
    3rd WS on Virtual Social Interaction, Bielefeld, Germany, 2017.
    

    @inproceedings{ravenet:hal-01538185,
      title = {{Towards the Generation of Expressive Co-Speech Gestures}},
      author = {Ravenet, Brian and Clavel, Chlo{\'e} and Pelachaud, Catherine I},
      url = {https://hal.science/hal-01538185},
      booktitle = {{ 3rd WS on Virtual Social Interaction}},
      address = {Bielefeld, Germany},
      year = {2017},
      hal_id = {hal-01538185},
      hal_version = {v1}
    }
    

Unpublished

1. Random Fourier Features for Operator-Valued Kernels
   Romain Brault, Florence d’Alché-Buc
   October 2017. working pape....
   

   @unpublished{brault:hal-01313005,
     title = {{Random Fourier Features for Operator-Valued Kernels}},
     author = {Brault, Romain and d'Alch{\'e}-Buc, Florence},
     url = {https://hal.science/hal-01313005},
     note = {working paper or preprint},
     year = {2017},
     month = oct,
     keywords = {Operator-valued kernel ; Random Fourier Features},
     pdf = {https://hal.science/hal-01313005v3/file/jmlr-orff.pdf},
     hal_id = {hal-01313005},
     hal_version = {v3}
   }
   

2. MEG-BIDS: an extension to the Brain Imaging Data Structure for magnetoencephalography
   Galan Julia Guiomar Niso, Krzysztof J. Gorgolewski, Elizabeth Bock, Teon Brooks, Guillaume Flandin, Alexandre Gramfort, Richard N. Henson, Mainak Jas, Vladimir Litvak, Jeremy Moreau, Robert Oostenveld, Jan-Mathijs Schoffelen, François Tadel, Joseph Wexler, Sylvain Baillet
   September 2017. working pape....
   

   @unpublished{juliaguiomarniso:hal-01591080,
     title = {{MEG-BIDS: an extension to the Brain Imaging Data Structure for magnetoencephalography}},
     author = {Julia Guiomar Niso, Galan and Gorgolewski, Krzysztof J. and Bock, Elizabeth and Brooks, Teon and Flandin, Guillaume and Gramfort, Alexandre and Henson, Richard N. and Jas, Mainak and Litvak, Vladimir and Moreau, Jeremy and Oostenveld, Robert and Schoffelen, Jan-Mathijs and Tadel, Fran{\c c}ois and Wexler, Joseph and Baillet, Sylvain},
     url = {https://hal.science/hal-01591080},
     note = {working paper or preprint},
     year = {2017},
     month = sep,
     pdf = {https://hal.science/hal-01591080v1/file/172684.full.pdf},
     hal_id = {hal-01591080},
     hal_version = {v1}
   }
   

3. Distributed Deblurring of Large Images of Wide Field-of-View
   Rahul Mourya, André Ferrari, Rémi Flamary, Pascal Bianchi, Cédric Richard
   May 2017. working pape....
   

   @unpublished{mourya:hal-01520266,
     title = {{Distributed Deblurring of Large Images of Wide Field-of-View}},
     author = {Mourya, Rahul and Ferrari, Andr{\'e} and Flamary, R{\'e}mi and Bianchi, Pascal and Richard, C{\'e}dric},
     url = {https://hal.science/hal-01520266},
     note = {working paper or preprint},
     year = {2017},
     month = may,
     keywords = {Image Restoration ; Inverse Problems ; Distributed optimization ; Proximal projection ; Consensus ; MPI ; Shift-variant blur},
     pdf = {https://hal.science/hal-01520266v1/file/main-0.5.pdf},
     hal_id = {hal-01520266},
     hal_version = {v1}
   }
   

patent

1. Procédé et dispositif de détermination indirecte d’un flux solaire incident
   Tahar Nabil, Jean-Marc Jicquel, Alexandre Girard, François Roueff
   France, September 2017.
   

   @patent{nabil:hal-04200222,
     title = {{Proc{\'e}d{\'e} et dispositif de d{\'e}termination indirecte d'un flux solaire incident}},
     author = {Nabil, Tahar and Jicquel, Jean-Marc and Girard, Alexandre and Roueff, Fran{\c c}ois},
     url = {https://hal.science/hal-04200222},
     number = {EP3460534 B1},
     address = {France},
     pages = {https://permalink.orbit.com/RenderStaticFirstPage?XPN=QOanRZ3izCL4\%252BC\%252F5M6pym3fDUqlXTJ5uwQdFuycu4uk\%3D\%26n\%3D1\&id=0\&base=FAMPAT},
     year = {2017},
     month = sep,
     hal_id = {hal-04200222},
     hal_version = {v1}
   }
   

2. Procédé et dispositif pour estimer un signal déréverbéré
   Arthur Belhomme, Roland Badeau, Yves Grenier, Eric Humbert
   France, May 2017.
   

   @patent{belhomme:hal-02287693,
     title = {{Proc{\'e}d{\'e} et dispositif pour estimer un signal d{\'e}r{\'e}verb{\'e}r{\'e}}},
     author = {Belhomme, Arthur and Badeau, Roland and Grenier, Yves and Humbert, Eric},
     url = {https://telecom-paris.hal.science/hal-02287693},
     number = {FR1751073},
     hal_local_reference = {ABE-17},
     address = {France},
     pages = {28},
     year = {2017},
     month = may,
     hal_id = {hal-02287693},
     hal_version = {v1}
   }
   

Theses

1. On high dimensional regression: computational and statistical perspectives
   Joseph Salmon
   June 2017.
   

   @phdthesis{salmon:tel-01572253,
     title = {{On high dimensional regression: computational and statistical perspectives}},
     author = {Salmon, Joseph},
     url = {https://theses.hal.science/tel-01572253},
     school = {{{\'E}cole normale sup{\'e}rieure Paris-Saclay}},
     year = {2017},
     month = jun,
     keywords = {High dimensional statistics ; (Multi-task) Lasso ; Model selection ; Convex Optimization ; Safe Screening Rules ; Lasso de-biasing ; Concomitant estimation ; Gossip Algorithms ; Statistique en grandes dimensions ; S{\'e}lection de Mod{\`e}les ; Optimisation convexe ; R{\`e}gles de d{\'e}pistage s{\^u}res ; De-biaisage et Lasso ; Estimation concomittante ; Algorithme de type Gossip},
     type = {Habilitation {\`a} diriger des recherches},
     pdf = {https://theses.hal.science/tel-01572253v1/file/HDR.pdf},
     hal_id = {tel-01572253},
     hal_version = {v1}
   }
   

Book Chapters

1. Multiview Approaches to Event Detection and Scene Analysis
   Slim Essid, Sanjeel Parekh, Ngoc Q. K. Duong, Romain Serizel, Alexey Ozerov, Fabio Antonacci, Augusto Sarti
   Computational Analysis of Sound Scenes and Events, 2017.
   

   @incollection{essid:hal-02287697,
     title = {{Multiview Approaches to Event Detection and Scene Analysis}},
     author = {Essid, Slim and Parekh, Sanjeel and Duong, Ngoc Q. K. and Serizel, Romain and Ozerov, Alexey and Antonacci, Fabio and Sarti, Augusto},
     url = {https://telecom-paris.hal.science/hal-02287697},
     booktitle = {{Computational Analysis of Sound Scenes and Events}},
     hal_local_reference = {Essid2017},
     publisher = {{Springer International Publishing AG}},
     year = {2017},
     hal_id = {hal-02287697},
     hal_version = {v1}
   }
   

2. Acoustic Features for Environmental Sound Analysis
   Romain Serizel, Victor Bisot, Slim Essid, Gael Richard
   Computational Analysis of Sound Scenes and Events, 2017.
   

   @incollection{serizel:hal-01575619,
     title = {{Acoustic Features for Environmental Sound Analysis}},
     author = {Serizel, Romain and Bisot, Victor and Essid, Slim and Richard, Gael},
     url = {https://hal.science/hal-01575619},
     booktitle = {{Computational Analysis of Sound Scenes and Events}},
     hal_local_reference = {Serizel2017},
     editor = {Virtanen, Tuomas and Plumbley, Mark D. and Ellis, Dan},
     publisher = {{Springer International Publishing AG}},
     pages = {71-101},
     year = {2017},
     doi = {10.1007/978-3-319-63450-0\_4},
     keywords = {time-frequency representation ; dimensionality reduction ; Feature extraction ; Feature pooling ; temporal integration ; multiscale representation ; perceptually motivated features ; feature selection ; feature engineering ; audio signal representation ; audio signal processing ; representation learning},
     pdf = {https://hal.science/hal-01575619v1/file/chapter-4-acoustic.pdf},
     hal_id = {hal-01575619},
     hal_version = {v1}
   }
   

3. Multiview approaches to event detection and scene analysis
   Slim Essid, Sanjeel Parekh, Ngoc Q. K. Duong, Romain Serizel, Alexey Ozerov, Fabio Antonacci, Augusto Sarti
   Computational Analysis of Sound Scenes and Events, 2017.
   

   @incollection{essid:hal-01620341,
     title = {{Multiview approaches to event detection and scene analysis}},
     author = {Essid, Slim and Parekh, Sanjeel and Duong, Ngoc Q. K. and Serizel, Romain and Ozerov, Alexey and Antonacci, Fabio and Sarti, Augusto},
     url = {https://hal.science/hal-01620341},
     booktitle = {{Computational Analysis of Sound Scenes and Events}},
     editor = {Virtanen, Tuomas and Plumbley, Mark D. and Ellis, Dan},
     publisher = {{Springer}},
     pages = {243-276},
     year = {2017},
     doi = {10.1007/978-3-319-63450-0\_9},
     keywords = {Multimodal scene analysis ; Tensor factorization ; Joint audiovisual scene analysis ; Representation learning ; Multichannel audio ; Wiener filtering ; Data fusion ; Multichannel ; Audio source separation ; Beamforming ; Matrix factorization ; Multiview scene analysis ; Audio source localization and tracking},
     pdf = {https://hal.science/hal-01620341v1/file/chapter9%20%281%29.pdf},
     hal_id = {hal-01620341},
     hal_version = {v1}
   }
   

2016

Books

1. Learning from Survey Training Samples : Rate Bounds for Horvitz-Thompson Risk Minimizers,
   Patrice Bertail, Stéphan Clémençon, Guillaume Papa
   2016.
   

   @book{bertail:hal-01709823,
     title = {{Learning from Survey Training Samples : Rate Bounds for Horvitz-Thompson Risk Minimizers,}},
     author = {Bertail, Patrice and Cl{\'e}men{\c c}on, St{\'e}phan and Papa, Guillaume},
     url = {https://hal.science/hal-01709823},
     year = {2016},
     hal_id = {hal-01709823},
     hal_version = {v1}
   }
   

Conference Articles

1. Using big steps in coordinate descent primal-dual algorithms
   Pascal Bianchi, Olivier Fercoq
   IEEE 55th Conference on Decision and Control (CDC), Las Vegas, NV, United States, December 2016.
   

   @inproceedings{bianchi:hal-01497087,
     title = {{Using big steps in coordinate descent primal-dual algorithms}},
     author = {Bianchi, Pascal and Fercoq, Olivier},
     url = {https://hal.science/hal-01497087},
     booktitle = {{IEEE 55th Conference on Decision and Control (CDC)}},
     address = {Las Vegas, NV, United States},
     pages = {1895-1899},
     year = {2016},
     month = dec,
     doi = {10.1109/CDC.2016.7798541},
     pdf = {https://hal.science/hal-01497087v1/file/cdc.pdf},
     hal_id = {hal-01497087},
     hal_version = {v1}
   }
   

2. Stochastic Gradient Richardson-Romberg Markov Chain Monte Carlo
   Alain Durmus, Umut Şimşekli, Éric Moulines, Roland Badeau, Gael Richard
   Thirtieth Annual Conference on Neural Information Processing Systems (NIPS), Barcelone, Spain, December 2016.
   

   @inproceedings{durmus:hal-01354064,
     title = {{Stochastic Gradient Richardson-Romberg Markov Chain Monte Carlo}},
     author = {Durmus, Alain and {\c S}im{\c s}ekli, Umut and Moulines, {\'E}ric and Badeau, Roland and Richard, Gael},
     url = {https://hal.science/hal-01354064},
     booktitle = {{Thirtieth Annual Conference on Neural Information Processing Systems (NIPS)}},
     address = {Barcelone, Spain},
     year = {2016},
     month = dec,
     pdf = {https://hal.science/hal-01354064v1/file/Durmus-NIPS-16.pdf},
     hal_id = {hal-01354064},
     hal_version = {v1}
   }
   

3. On Graph Reconstruction via Empirical Risk Minimization: Fast Learning Rates and Scalability
   Guillaume Papa, Stéphan Clémençon, Aurélien Bellet
   Annual Conference on Neural Information Processing Systems (NIPS 2016), Barcelone, Spain, December 2016.
   

   @inproceedings{papa:hal-01367546,
     title = {{On Graph Reconstruction via Empirical Risk Minimization: Fast Learning Rates and Scalability}},
     author = {Papa, Guillaume and Cl{\'e}men{\c c}on, St{\'e}phan and Bellet, Aur{\'e}lien},
     url = {https://inria.hal.science/hal-01367546},
     booktitle = {{Annual Conference on Neural Information Processing Systems (NIPS 2016)}},
     address = {Barcelone, Spain},
     year = {2016},
     month = dec,
     pdf = {https://inria.hal.science/hal-01367546v2/file/nips16.pdf},
     hal_id = {hal-01367546},
     hal_version = {v2}
   }
   

4. Joint quantile regression in vector-valued RKHSs
   Maxime Sangnier, Olivier Fercoq, Florence d’Alché-Buc
   Neural Information Processing Systems, Barcelona, France, December 2016.
   

   @inproceedings{sangnier:hal-01272327,
     title = {{Joint quantile regression in vector-valued RKHSs}},
     author = {Sangnier, Maxime and Fercoq, Olivier and d'Alch{\'e}-Buc, Florence},
     url = {https://hal.science/hal-01272327},
     booktitle = {{Neural Information Processing Systems}},
     address = {Barcelona, France},
     year = {2016},
     month = dec,
     keywords = {operator-valued kernel ;  coordinate descent ;  multi-task learning},
     pdf = {https://hal.science/hal-01272327v2/file/paper_hal.pdf},
     hal_id = {hal-01272327},
     hal_version = {v2}
   }
   

5. Learning from Survey Training Samples: Rate Bounds for Horvitz-Thompson Risk Minimizers
   Stéphan Clémençon, P. Bertail, Guillaume Papa
   ACML, Hamilton, New Zealand, December 2016.
   

   @inproceedings{clemencon:hal-02287361,
     title = {{Learning from Survey Training Samples: Rate Bounds for Horvitz-Thompson Risk Minimizers}},
     author = {Cl{\'e}men{\c c}on, St{\'e}phan and Bertail, P. and Papa, Guillaume},
     url = {https://telecom-paris.hal.science/hal-02287361},
     booktitle = {{ACML}},
     address = {Hamilton, New Zealand},
     hal_local_reference = {SC:ACML-16},
     year = {2016},
     month = dec,
     hal_id = {hal-02287361},
     hal_version = {v1}
   }
   

6. Machine listening techniques as a complement to video image analysis in forensics
   Romain Serizel, Victor Bisot, Slim Essid, Gael Richard
   IEEE International Conference on Image Processing, Phoenix, AZ, United States, September 2016.
   

   @inproceedings{serizel:hal-01393959,
     title = {{Machine listening techniques as a complement to video image analysis in forensics}},
     author = {Serizel, Romain and Bisot, Victor and Essid, Slim and Richard, Gael},
     url = {https://hal.science/hal-01393959},
     booktitle = {{IEEE International Conference on Image Processing}},
     address = {Phoenix, AZ, United States},
     pages = {948-952},
     year = {2016},
     month = sep,
     doi = {10.1109/ICIP.2016.7532497},
     pdf = {https://hal.science/hal-01393959v1/file/16-4.pdf},
     hal_id = {hal-01393959},
     hal_version = {v1}
   }
   

7. Scaling up Vector Autoregressive Models With Operator-Valued Random Fourier Features
   Romain Brault, Néhémy Lim, Florence d’Alché-Buc
   2nd ECML/PKDD Workshop on Advanced Analytics and Learning on Temporal Data (AALTD 2016), Riva Del Garda, Italy, September 2016.
   

   @inproceedings{brault:hal-02288472,
     title = {{Scaling up Vector Autoregressive Models With Operator-Valued Random Fourier Features}},
     author = {Brault, Romain and Lim, N{\'e}h{\'e}my and d'Alch{\'e}-Buc, Florence},
     url = {https://telecom-paris.hal.science/hal-02288472},
     booktitle = {{2nd ECML/PKDD Workshop on Advanced Analytics and Learning on Temporal Data (AALTD 2016)}},
     address = {Riva Del Garda, Italy},
     hal_local_reference = {BLdA-AALTD16},
     year = {2016},
     month = sep,
     keywords = {time series ; operator-valued kernels ; autoregressive models ; random fourier features},
     hal_id = {hal-02288472},
     hal_version = {v1}
   }
   

8. Anechoic phase estimation from reverberant signals
   Arthur Belhomme, Yves Grenier, Roland Badeau, Eric Humbert
   15th International Workshop on Acoustic Signal Enhancement (IWAENC), Xi’an, China, September 2016.
   

   @inproceedings{belhomme:hal-01337860,
     title = {{Anechoic phase estimation from reverberant signals}},
     author = {Belhomme, Arthur and Grenier, Yves and Badeau, Roland and Humbert, Eric},
     url = {https://hal.science/hal-01337860},
     booktitle = {{15th International Workshop on Acoustic Signal Enhancement (IWAENC)}},
     address = {Xi'an, China},
     series = {Proc. of 15th International Workshop on Acoustic Signal Enhancement (IWAENC)},
     year = {2016},
     month = sep,
     keywords = {Dereverberation ;  phase ;  reassignment ;  sinusoidal modeling},
     pdf = {https://hal.science/hal-01337860v1/file/abe_iwaenc2016_paper.pdf},
     hal_id = {hal-01337860},
     hal_version = {v1}
   }
   

9. Mini-batch stochastic approaches for accelerated multiplicative updates in nonnegative matrix factorisation with beta-divergence
   Romain Serizel, Slim Essid, Gael Richard
   IEEE International Workshop on Machine Learning for Signal Processing (MLSP 2016), Salerne, Italy, September 2016.
   

   @inproceedings{serizel:hal-01393964,
     title = {{Mini-batch stochastic approaches for accelerated multiplicative updates in nonnegative matrix factorisation with beta-divergence}},
     author = {Serizel, Romain and Essid, Slim and Richard, Gael},
     url = {https://hal.science/hal-01393964},
     booktitle = {{IEEE International Workshop on Machine Learning for Signal Processing (MLSP 2016)}},
     address = {Salerne, Italy},
     year = {2016},
     month = sep,
     pdf = {https://hal.science/hal-01393964v1/file/16-3.pdf},
     hal_id = {hal-01393964},
     hal_version = {v1}
   }
   

10. Two distributed algorithms for the deconvolution of large radio-interferometric multispectral images
    Céline Meillier, Pascal Bianchi, Walid Hachem
    Eusipco, Budapest, Hungary, September 2016.
    

    @inproceedings{meillier:hal-02412199,
      title = {{Two distributed algorithms for the deconvolution of large radio-interferometric multispectral images}},
      author = {Meillier, C{\'e}line and Bianchi, Pascal and Hachem, Walid},
      url = {https://telecom-paris.hal.science/hal-02412199},
      booktitle = {{Eusipco}},
      address = {Budapest, Hungary},
      hal_local_reference = {MBH:eusipco2016},
      year = {2016},
      month = sep,
      hal_id = {hal-02412199},
      hal_version = {v1}
    }
    

11. Audio and Brain Research at Telecom ParisTech
    Slim Essid
    Hearing Seminar of the Center for Computer Research in Music and Acoustics (CCRMA), Stanford University, Stanford, United States, September 2016.
    

    @inproceedings{essid:hal-02287866,
      title = {{Audio and Brain Research at Telecom ParisTech}},
      author = {Essid, Slim},
      url = {https://telecom-paris.hal.science/hal-02287866},
      booktitle = {{Hearing Seminar of the Center for Computer Research in Music and Acoustics (CCRMA), Stanford University}},
      address = {Stanford, United States},
      hal_local_reference = {SE:Stanford16},
      year = {2016},
      month = sep,
      hal_id = {hal-02287866},
      hal_version = {v1}
    }
    

12. SUPERVISED NONNEGATIVE MATRIX FACTORIZATION FOR ACOUSTIC SCENE CLASSIFICATION
    Victor Bisot, Romain Serizel, Slim Essid, Gael Richard
    IEEE international evaluation campaign on detection and classification of acousitc scenes and events (DCASE 2016), Budapest, Hungary, September 2016.
    

    @inproceedings{bisot:hal-02943480,
      title = {{SUPERVISED NONNEGATIVE MATRIX FACTORIZATION FOR ACOUSTIC SCENE CLASSIFICATION}},
      author = {Bisot, Victor and Serizel, Romain and Essid, Slim and Richard, Gael},
      url = {https://hal.science/hal-02943480},
      booktitle = {{IEEE international evaluation campaign on detection and classification of acousitc scenes and events (DCASE 2016)}},
      address = {Budapest, Hungary},
      year = {2016},
      month = sep,
      keywords = {Acoustic Scene Classification ; Feature learning ; Matrix Factorization ; Acoustic Scene Classification},
      pdf = {https://hal.science/hal-02943480v1/file/VB_DCASE-16.pdf},
      hal_id = {hal-02943480},
      hal_version = {v1}
    }
    

13. Building Stochastic Optimization Algorithms with Random Monotone Operators
    Pascal Bianchi, Walid Hachem, Adil Salim
    Eucco, Leuven, Belgium, September 2016.
    

    @inproceedings{bianchi:hal-02287356,
      title = {{Building Stochastic Optimization Algorithms with Random Monotone Operators}},
      author = {Bianchi, Pascal and Hachem, Walid and Salim, Adil},
      url = {https://telecom-paris.hal.science/hal-02287356},
      booktitle = {{Eucco}},
      address = {Leuven, Belgium},
      hal_local_reference = {bhs:eucco2016},
      year = {2016},
      month = sep,
      hal_id = {hal-02287356},
      hal_version = {v1}
    }
    

14. Feature Adapted Convolutional Neural Networks for Downbeat Tracking
    Simon Durand, Juan P. Bello, Bertrand David, Gael Richard
    ICASSP 2016, Shanghai, China, September 2016.
    

    @inproceedings{durand:hal-02287268,
      title = {{Feature Adapted Convolutional Neural Networks for Downbeat Tracking}},
      author = {Durand, Simon and Bello, Juan P. and David, Bertrand and Richard, Gael},
      url = {https://telecom-paris.hal.science/hal-02287268},
      booktitle = {{ICASSP 2016}},
      address = {Shanghai, China},
      hal_local_reference = {DBDR:ICASSP-16},
      year = {2016},
      month = sep,
      hal_id = {hal-02287268},
      hal_version = {v1}
    }
    

15. Using Temporal Association Rules For the synthesis of Embodied Conversational Agent With a specific stance.
    Thomas Janssoone, Chloé Clavel, Kévin Bailly, Gael Richard
    International Conference on Intelligent Virtual Agents, Los Angeles, United States, September 2016.
    

    @inproceedings{janssoone:hal-02287401,
      title = {{Using Temporal Association Rules For the synthesis of Embodied Conversational Agent With a specific stance.}},
      author = {Janssoone, Thomas and Clavel, Chlo{\'e} and Bailly, K{\'e}vin and Richard, Gael},
      url = {https://telecom-paris.hal.science/hal-02287401},
      booktitle = {{International Conference on Intelligent Virtual Agents}},
      address = {Los Angeles, United States},
      hal_local_reference = {TJ:IVA-16},
      number = {16th},
      year = {2016},
      month = sep,
      hal_id = {hal-02287401},
      hal_version = {v1}
    }
    

16. Feature clustering for extreme events analysis, with application to extreme stream-flow data
    Maël Chiapino, Anne Sabourin
    ECML workshop ”New Frontiers in Mining Complex Patterns”, Riva del guarda, Italy, September 2016.
    

    @inproceedings{chiapino:hal-02287455,
      title = {{Feature clustering for extreme events analysis, with application to extreme stream-flow data}},
      author = {Chiapino, Ma{\"e}l and Sabourin, Anne},
      url = {https://telecom-paris.hal.science/hal-02287455},
      booktitle = {{ECML workshop ''New Frontiers in Mining Complex Patterns''}},
      address = {Riva del guarda, Italy},
      hal_local_reference = {MC:ECML16},
      year = {2016},
      month = sep,
      keywords = {extreme values ; dimension reduction ; pattern mining ; subspace clustering ; subgroup discovery},
      hal_id = {hal-02287455},
      hal_version = {v1}
    }
    

17. Autoregressive Moving Average Modeling of Late Reverberation in the Frequency Domain
    Simon Leglaive, Roland Badeau, Gael Richard
    European Signal Processing Conference (EUSIPCO), Budapest, Hungary, August 2016.
    

    @inproceedings{leglaive:hal-01322937,
      title = {{Autoregressive Moving Average Modeling of Late Reverberation in the Frequency Domain}},
      author = {Leglaive, Simon and Badeau, Roland and Richard, Gael},
      url = {https://hal.science/hal-01322937},
      booktitle = {{European Signal Processing Conference (EUSIPCO)}},
      address = {Budapest, Hungary},
      editor = {EURASIP},
      series = {Proc. of European Signal Processing Conference (EUSIPCO)},
      pages = {1478-1482},
      year = {2016},
      month = aug,
      keywords = {Statistical room acoustics ;  late reverberation ;  Gaussian random process ;  autoregressive moving average model.},
      pdf = {https://hal.science/hal-01322937v2/file/eusipco_16.pdf},
      hal_id = {hal-01322937},
      hal_version = {v2}
    }
    

18. Maximum likelihood estimation of a low-order building model
    Tahar Nabil, Éric Moulines, François Roueff, Jean-Marc Jicquel, Alexandre Girard
    EUSIPCO 2016: 2016 24th European Signal Processing Conference, Budapest, Hungary, August 2016.
    

    @inproceedings{nabil:hal-01419050,
      title = {{Maximum likelihood estimation of a low-order building model}},
      author = {Nabil, Tahar and Moulines, {\'E}ric and Roueff, Fran{\c c}ois and Jicquel, Jean-Marc and Girard, Alexandre},
      url = {https://inria.hal.science/hal-01419050},
      booktitle = {{EUSIPCO 2016: 2016 24th European Signal Processing Conference}},
      address = {Budapest, Hungary},
      year = {2016},
      month = aug,
      doi = {10.1109/EUSIPCO.2016.7760339},
      hal_id = {hal-01419050},
      hal_version = {v1}
    }
    

19. Nonnegative tensor factorization with frequency modulation cues for blind audio source separation
    Elliot Creager, Noah Stein, Roland Badeau, Philippe Depalle
    17th International Society for Music Information Retrieval (ISMIR) Conference, New York, NY, United States, August 2016.
    

    @inproceedings{creager:hal-01316485,
      title = {{Nonnegative tensor factorization with frequency modulation cues for blind audio source separation}},
      author = {Creager, Elliot and Stein, Noah and Badeau, Roland and Depalle, Philippe},
      url = {https://hal.science/hal-01316485},
      booktitle = {{17th International Society for Music Information Retrieval (ISMIR) Conference}},
      address = {New York, NY, United States},
      series = {Proc. of 17th International Society for Music Information Retrieval (ISMIR) Conference},
      year = {2016},
      month = aug,
      pdf = {https://hal.science/hal-01316485v1/file/ismir.pdf},
      hal_id = {hal-01316485},
      hal_version = {v1}
    }
    

20. Genre specific dictionaries for harmonic/percussive source separation
    Clément Laroche, Hélène Papadopoulos, Matthieu Kowalski, Gael Richard
    ISMIR 2016 - The 17th International Society for Music Information Retrieval Conference, New York, United States, August 2016.
    

    @inproceedings{laroche:hal-01353252,
      title = {{Genre specific dictionaries for harmonic/percussive source separation}},
      author = {Laroche, Cl{\'e}ment and Papadopoulos, H{\'e}l{\`e}ne and Kowalski, Matthieu and Richard, Gael},
      url = {https://hal.science/hal-01353252},
      booktitle = {{ISMIR 2016 - The 17th International Society for Music Information Retrieval Conference}},
      address = {New York, United States},
      series = {International Society for Music Information Retrieval Conference},
      year = {2016},
      month = aug,
      pdf = {https://hal.science/hal-01353252v2/file/ISMIR2016SPNMFGenreSpec.pdf},
      hal_id = {hal-01353252},
      hal_version = {v2}
    }
    

21. Research on Nonnegative Matrix Factorisation at Telecom ParisTech
    Slim Essid
    Spotify Research Seminar, New York, United States, August 2016.
    

    @inproceedings{essid:hal-02288525,
      title = {{Research on Nonnegative Matrix Factorisation at Telecom ParisTech}},
      author = {Essid, Slim},
      url = {https://telecom-paris.hal.science/hal-02288525},
      booktitle = {{Spotify Research Seminar}},
      address = {New York, United States},
      hal_local_reference = {SE:Spotify16},
      year = {2016},
      month = aug,
      hal_id = {hal-02288525},
      hal_version = {v1}
    }
    

22. Improving a deep convolutional neural network architecture for character recognition
    Bogdan Cirstea, Laurence Likforman-Sulem
    Document Recognition and Retrieval, San Francisco, United States, August 2016.
    

    @inproceedings{cirstea:hal-02412201,
      title = {{Improving a deep convolutional neural network architecture for character recognition}},
      author = {Cirstea, Bogdan and Likforman-Sulem, Laurence},
      url = {https://telecom-paris.hal.science/hal-02412201},
      booktitle = {{Document Recognition and Retrieval}},
      address = {San Francisco, United States},
      hal_local_reference = {BCLL:16a},
      year = {2016},
      month = aug,
      hal_id = {hal-02412201},
      hal_version = {v1}
    }
    

23. Downbeat Detection with Conditional Random Fields and Deep Learned Features
    Simon Durand, Slim Essid
    International Society for Music Information Retrieval (ISMIR), New York City, United States, August 2016.
    

    @inproceedings{durand:hal-02288480,
      title = {{Downbeat Detection with Conditional Random Fields and Deep Learned Features}},
      author = {Durand, Simon and Essid, Slim},
      url = {https://telecom-paris.hal.science/hal-02288480},
      booktitle = {{International Society for Music Information Retrieval (ISMIR)}},
      address = {New York City, United States},
      hal_local_reference = {SD:ISMIR-16},
      pages = {386-392},
      year = {2016},
      month = aug,
      hal_id = {hal-02288480},
      hal_version = {v1}
    }
    

24. Exploitation de l’échelle d’écriture pour améliorer la reconnaissance automatique des textes manuscrits arabes
    Edgard Chammas, Chafic Mokbel, Laurence Likforman-Sulem
    CIFED 2016, Toulouse, France, August 2016.
    

    @inproceedings{chammas:hal-02412202,
      title = {{Exploitation de l'{\'e}chelle d'{\'e}criture pour am{\'e}liorer la reconnaissance automatique des textes manuscrits arabes}},
      author = {Chammas, Edgard and Mokbel, Chafic and Likforman-Sulem, Laurence},
      url = {https://telecom-paris.hal.science/hal-02412202},
      booktitle = {{CIFED 2016}},
      address = {Toulouse, France},
      hal_local_reference = {ECLL:16},
      year = {2016},
      month = aug,
      hal_id = {hal-02412202},
      hal_version = {v1}
    }
    

25. Tied Spatial Transformer Networks for Digit Recognition
    Bogdan Cirstea, Laurence Likforman-Sulem
    ICFHR, Shenzen, China, August 2016.
    

    @inproceedings{cirstea:hal-02287387,
      title = {{Tied Spatial Transformer Networks for Digit Recognition}},
      author = {Cirstea, Bogdan and Likforman-Sulem, Laurence},
      url = {https://telecom-paris.hal.science/hal-02287387},
      booktitle = {{ICFHR}},
      address = {Shenzen, China},
      hal_local_reference = {BCLL:16},
      year = {2016},
      month = aug,
      hal_id = {hal-02287387},
      hal_version = {v1}
    }
    

26. Un algorithme de Gossip pour l’optimisation décentralisée de fonctions sur les paires
    Igor Colin, Aurélien Bellet, Joseph Salmon, Stéphan Clémençon
    Cap 2016 - Conférence sur L’apprentissage automatique, Marseille, France, July 2016.
    

    @inproceedings{colin:hal-02287368,
      title = {{Un algorithme de Gossip pour l'optimisation d{\'e}centralis{\'e}e de fonctions sur les paires}},
      author = {Colin, Igor and Bellet, Aur{\'e}lien and Salmon, Joseph and Cl{\'e}men{\c c}on, St{\'e}phan},
      url = {https://telecom-paris.hal.science/hal-02287368},
      booktitle = {{Cap 2016 - Conf{\'e}rence sur L'apprentissage automatique}},
      address = {Marseille, France},
      hal_local_reference = {SC:Cap-16a},
      year = {2016},
      month = jul,
      hal_id = {hal-02287368},
      hal_version = {v1}
    }
    

27. Learning Hyperparameters for Unsupervised Anomaly Detection
    Albert Thomas, Alexandre Gramfort, Stéphan Clémençon
    Conférence sur L’apprentissage automatique - Cap 2016, Marseille, France, July 2016.
    

    @inproceedings{thomas:hal-02287369,
      title = {{Learning Hyperparameters for Unsupervised Anomaly Detection}},
      author = {Thomas, Albert and Gramfort, Alexandre and Cl{\'e}men{\c c}on, St{\'e}phan},
      url = {https://telecom-paris.hal.science/hal-02287369},
      booktitle = {{Conf{\'e}rence sur L'apprentissage automatique - Cap 2016}},
      address = {Marseille, France},
      hal_local_reference = {SC:Cap-16b},
      year = {2016},
      month = jul,
      hal_id = {hal-02287369},
      hal_version = {v1}
    }
    

28. Early and reliable event detection using proximity space representation
    Maxime Sangnier, Jérôme Gauthier, A. Rakotomamonjy
    ICML 2016 - 33rd International Conference on Machine Learning, New York, United States, June 2016. Conference o....
    

    @inproceedings{sangnier:cea-01843181,
      title = {{Early and reliable event detection using proximity space representation}},
      author = {Sangnier, Maxime and Gauthier, J{\'e}r{\^o}me and Rakotomamonjy, A.},
      url = {https://cea.hal.science/cea-01843181},
      note = {Conference of 33rd International Conference on Machine Learning, ICML 2016 ; Conference Date: 19 June 2016 Through 24 June 2016; Conference Code:124527},
      booktitle = {{ICML 2016 - 33rd International Conference on Machine Learning}},
      address = {New York, United States},
      editor = {Weinberger K.Q., Balcan M.F.},
      publisher = {{International Machine Learning Society (IMLS)}},
      series = {Proceedings of Machine Learning Research PMLR},
      volume = {48},
      pages = {2310-2319},
      year = {2016},
      month = jun,
      keywords = {Training algorithms ; Theoretical guarantees ; State-of-the-art algorithms ; Similarity functions ; Partial observation ; Incomplete information ; Learning algorithms ; Learning systems ; Decision functions ; Generalization ability ; Economic and social effects ; Artificial intelligence ; machine learning ; artificial intelligence ; signal processing},
      pdf = {https://cea.hal.science/cea-01843181v1/file/article_MaximeSangnier_icml2016.pdf},
      hal_id = {cea-01843181},
      hal_version = {v1}
    }
    

29. Nonparametric estimation of a shot-noise process
    Paul Ilhe, François Roueff, Éric Moulines, Antoine Souloumiac
    SSP 16 - Statistical Signal Processing Workshop, Palma de Mallorca, Spain, June 2016.
    

    @inproceedings{ilhe:hal-01418963,
      title = {{Nonparametric estimation of a shot-noise process}},
      author = {Ilhe, Paul and Roueff, Fran{\c c}ois and Moulines, {\'E}ric and Souloumiac, Antoine},
      url = {https://inria.hal.science/hal-01418963},
      booktitle = {{SSP 16 - Statistical Signal Processing Workshop}},
      address = {Palma de Mallorca, Spain},
      organization = {{IEEE Signal Processing Society}},
      pages = {7551709},
      year = {2016},
      month = jun,
      doi = {10.1109/SSP.2016.7551709},
      keywords = {pile-up correction ; $\gamma$-spectroscopy ; B- splines ; nonparametric estimation ; Shot-noise ; Estimation ; Photonics ; Detectors ; Signal processing algorithms ; functional equations ; gamma-ray spectroscopy ; high energy physics instrumentation computing ; functional equation ; time-efficient method ; B-splines ; gamma-ray spectrum ; nuclear physics ; Index Terms-Shot-noise},
      pdf = {https://inria.hal.science/hal-01418963v1/file/article_PaulIlhe_IEEE.pdf},
      hal_id = {hal-01418963},
      hal_version = {v1}
    }
    

30. Anomaly Detection and Localisation using Mixed Graphical Models
    Romain Laby, François Roueff, Alexandre Gramfort
    ICML 2016 Anomaly Detection Workshop, New York, United States, June 2016.
    

    @inproceedings{laby:hal-01347167,
      title = {{Anomaly Detection and Localisation using Mixed Graphical Models}},
      author = {Laby, Romain and Roueff, Fran{\c c}ois and Gramfort, Alexandre},
      url = {https://imt.hal.science/hal-01347167},
      booktitle = {{ICML 2016 Anomaly Detection Workshop}},
      address = {New York, United States},
      year = {2016},
      month = jun,
      keywords = {anomaly detection ;  mixed graphical models ;  cusum},
      pdf = {https://imt.hal.science/hal-01347167v1/file/tex.pdf},
      hal_id = {hal-01347167},
      hal_version = {v1}
    }
    

31. M/EEG source localization with multi-scale time-frequency dictionaries
    Yousra Bekhti, Daniel Strohmeier, Mainak Jas, Roland Badeau, Alexandre Gramfort
    6th International Workshop on Pattern Recognition in Neuroimaging (PRNI), Trento, Italy, June 2016.
    

    @inproceedings{bekhti:hal-01306605,
      title = {{M/EEG source localization with multi-scale time-frequency dictionaries}},
      author = {Bekhti, Yousra and Strohmeier, Daniel and Jas, Mainak and Badeau, Roland and Gramfort, Alexandre},
      url = {https://hal.science/hal-01306605},
      booktitle = {{6th International Workshop on Pattern Recognition in Neuroimaging (PRNI)}},
      address = {Trento, Italy},
      year = {2016},
      month = jun,
      keywords = {Inverse problem ;  MEEG ;  iterative reweighted optimization algorithm ;  multi-scale dictionary ;  Gabor transform.},
      pdf = {https://hal.science/hal-01306605v1/file/PRNI_multiscale.pdf},
      hal_id = {hal-01306605},
      hal_version = {v1}
    }
    

32. M/EEG source localization with multi-scale time-frequency dictionaries
    Yousra Bekhti, Daniel Strohmeier, Mainak Jas, Roland Badeau, Alexandre Gramfort
    6th International Workshop on Pattern Recognition in Neuroimaging (PRNI), Trento, Italy, June 2016.
    

    @inproceedings{bekhti:hal-01313567,
      title = {{M/EEG source localization with multi-scale time-frequency dictionaries}},
      author = {Bekhti, Yousra and Strohmeier, Daniel and Jas, Mainak and Badeau, Roland and Gramfort, Alexandre},
      url = {https://hal.science/hal-01313567},
      booktitle = {{6th International Workshop on Pattern Recognition in Neuroimaging (PRNI)}},
      address = {Trento, Italy},
      year = {2016},
      month = jun,
      doi = {10.1109/PRNI.2016.7552337},
      keywords = { Inverse problem ;  MEEG ;  iterative reweighted optimization algorithm ;  multi-scale dictionary ;  Gabor transform.},
      pdf = {https://hal.science/hal-01313567v2/file/PRNI16_multiscale.pdf},
      hal_id = {hal-01313567},
      hal_version = {v2}
    }
    

33. Stochastic Quasi-Newton Langevin Monte Carlo
    Umut Şimşekli, Roland Badeau, Taylan Cemgil, Gael Richard
    International Conference on Machine Learning (ICML), New York, NY, United States, June 2016.
    

    @inproceedings{imekli:hal-01306596,
      title = {{Stochastic Quasi-Newton Langevin Monte Carlo}},
      author = {{\c S}im{\c s}ekli, Umut and Badeau, Roland and Cemgil, Taylan and Richard, Gael},
      url = {https://hal.science/hal-01306596},
      booktitle = {{International Conference on Machine Learning (ICML)}},
      address = {New York, NY, United States},
      year = {2016},
      month = jun,
      pdf = {https://hal.science/hal-01306596v1/file/hamcmc_icml.pdf},
      hal_id = {hal-01306596},
      hal_version = {v1}
    }
    

34. Gossip Dual Averaging for Decentralized Optimization of Pairwise Functions
    Igor Colin, Aurélien Bellet, Joseph Salmon, Stéphan Clémençon
    International Conference on Machine Learning (ICML 2016), New York, United States, June 2016.
    

    @inproceedings{colin:hal-01329315,
      title = {{Gossip Dual Averaging for Decentralized Optimization of Pairwise Functions}},
      author = {Colin, Igor and Bellet, Aur{\'e}lien and Salmon, Joseph and Cl{\'e}men{\c c}on, St{\'e}phan},
      url = {https://inria.hal.science/hal-01329315},
      booktitle = {{International Conference on Machine Learning (ICML 2016)}},
      address = {New York, United States},
      year = {2016},
      month = jun,
      keywords = {Decentralized Algorithms ;  Convex Optimization ;  Machine Learning ;  Gossip Protocols},
      pdf = {https://inria.hal.science/hal-01329315v1/file/icml16.pdf},
      hal_id = {hal-01329315},
      hal_version = {v1}
    }
    

35. Subsampling for big data: some recent advances
    Patrice Bertail, Ons Jelassi, Jessica Tressou, Mélanie Zetlaoui
    4. Conference for the International Society of Nonparametric Statistics, Avignon, France, June 2016.
    

    @inproceedings{bertail:hal-02165428,
      title = {{Subsampling for big data: some recent advances}},
      author = {Bertail, Patrice and Jelassi, Ons and Tressou, Jessica and Zetlaoui, M{\'e}lanie},
      url = {https://hal.science/hal-02165428},
      booktitle = {{4. Conference for the International Society of Nonparametric Statistics}},
      address = {Avignon, France},
      publisher = {{Springer International Publishing}},
      series = {Nonparametric Statistics 3rd ISNPS, Avignon, France, June 2016},
      pages = {np},
      year = {2016},
      month = jun,
      doi = {10.1007/978-3-319-96941-1\_13},
      keywords = {big data ; Subsampling},
      hal_id = {hal-02165428},
      hal_version = {v1}
    }
    

36. Modèle de distraction pour la sélection séquentielle de contenu
    Olivier Cappé, Claire Vernade
    Journées de Statistiques, Montpellier, France, June 2016.
    

    @inproceedings{cappe:hal-02287453,
      title = {{Mod{\`e}le de distraction pour la s{\'e}lection s{\'e}quentielle de contenu}},
      author = {Capp{\'e}, Olivier and Vernade, Claire},
      url = {https://telecom-paris.hal.science/hal-02287453},
      booktitle = {{Journ{\'e}es de Statistiques}},
      address = {Montpellier, France},
      hal_local_reference = {LVC:JDS-16},
      year = {2016},
      month = jun,
      hal_id = {hal-02287453},
      hal_version = {v1}
    }
    

37. Analyse et reconnaissance multimodale de signaux sociaux : application à la synthèse d’attitudes sociales d’un agent conversationnel animé
    Thomas Janssoone, Chloé Clavel, Kévin Bailly, Gael Richard
    WACAI, Brest, France, June 2016.
    

    @inproceedings{janssoone:hal-02287370,
      title = {{Analyse et reconnaissance multimodale de signaux sociaux : application {\`a} la synth{\`e}se d'attitudes sociales d'un agent conversationnel anim{\'e}}},
      author = {Janssoone, Thomas and Clavel, Chlo{\'e} and Bailly, K{\'e}vin and Richard, Gael},
      url = {https://telecom-paris.hal.science/hal-02287370},
      booktitle = {{WACAI}},
      address = {Brest, France},
      hal_local_reference = {TJ:WACAI-16},
      year = {2016},
      month = jun,
      hal_id = {hal-02287370},
      hal_version = {v1}
    }
    

38. Désempilement non-paramétrique de la densité d’un processus shot-noise
    Paul Ilhe, François Roueff, Eric Moulines, Antoine Souloumiac
    48èmes Journées de Statistique de la SFdS, Montpellier, France, May 2016.
    

    @inproceedings{ilhe:hal-02287434,
      title = {{D{\'e}sempilement non-param{\'e}trique de la densit{\'e} d'un processus shot-noise}},
      author = {Ilhe, Paul and Roueff, Fran{\c c}ois and Moulines, Eric and Souloumiac, Antoine},
      url = {https://telecom-paris.hal.science/hal-02287434},
      booktitle = {{48{\`e}mes Journ{\'e}es de Statistique de la SFdS}},
      address = {Montpellier, France},
      organization = {{Soci{\'e}t{\'e} Fran{\c c}aise de Statistique}},
      hal_local_reference = {PI:JDS-16},
      year = {2016},
      month = may,
      keywords = {signal processing ; piling ; inverse problem ; B-splines ; shot-noise process ; non parametric assessment ; density estimation ; low-frequency sampling ; Shot-noise ; gamma spectrometry ; estimator performance ; spectrometrie $\gamma$ ; B-spline ; Shot-noise ; probl{\`e}me inverse},
      pdf = {https://telecom-paris.hal.science/hal-02287434v1/file/article_Paul%20Ilhe_Journ%C3%A9es%20statistiques%20francaises.pdf},
      hal_id = {hal-02287434},
      hal_version = {v1}
    }
    

39. Processus de Hawkes localement stationnaires
    Laure Sansonnet, François Roueff, Rainer Sachs
    48èmes Journées de Statistique de la SFdS , Montpellier, France, May 2016.
    

    @inproceedings{sansonnet:hal-01589331,
      title = {{Processus de Hawkes localement stationnaires}},
      author = {Sansonnet, Laure and Roueff, Fran{\c c}ois and von Sachs, Rainer},
      url = {https://agroparistech.hal.science/hal-01589331},
      booktitle = {{ 48{\`e}mes Journ{\'e}es de Statistique de la SFdS }},
      address = {Montpellier, France},
      year = {2016},
      month = may,
      hal_id = {hal-01589331},
      hal_version = {v1}
    }
    

40. Linked Data Models for Emotion and Sentiment Analysis W3C Community Group
    J. Fernando Sánchez-Rada, Bjorn Schüller, Viviana Patti, Chloé Clavel
    LREC 2016 Workshop Emotion and Sentiment Analysis., Portorož, Slovenia, May 2016.
    

    @inproceedings{sanchezrada:hal-02412204,
      title = {{Linked Data Models for Emotion and Sentiment Analysis W3C Community Group}},
      author = {S{\'a}nchez-Rada, J. Fernando and Sch{\"u}ller, Bjorn and Patti, Viviana and Clavel, Chlo{\'e}},
      url = {https://telecom-paris.hal.science/hal-02412204},
      booktitle = {{LREC 2016 Workshop Emotion and Sentiment Analysis.}},
      address = {Portoro{\v z}, Slovenia},
      hal_local_reference = {cc-LREC-16},
      year = {2016},
      month = may,
      hal_id = {hal-02412204},
      hal_version = {v1}
    }
    

41. Formant shifting for speech Intelligibility improvement in car noise environment
    Karan Nathwani, Morgane Daniel, Gael Richard, Bertrand David, Vincent Roussarie
    ICASSP, Shanghai, China, March 2016.
    

    @inproceedings{nathwani:hal-02287313,
      title = {{Formant shifting for speech Intelligibility improvement in car noise environment}},
      author = {Nathwani, Karan and Daniel, Morgane and Richard, Gael and David, Bertrand and Roussarie, Vincent},
      url = {https://telecom-paris.hal.science/hal-02287313},
      booktitle = {{ICASSP}},
      address = {Shanghai, China},
      hal_local_reference = {KN:Icassp16},
      year = {2016},
      month = mar,
      hal_id = {hal-02287313},
      hal_version = {v1}
    }
    

42. Acoustic scene classification with matrix factorization for unsupervised feature learning
    Victor Bisot, Romain Serizel, Slim Essid, Gael Richard
    ICASSP, Shangai, China, March 2016.
    

    @inproceedings{bisot:hal-02287267,
      title = {{Acoustic scene classification with matrix factorization for unsupervised feature learning}},
      author = {Bisot, Victor and Serizel, Romain and Essid, Slim and Richard, Gael},
      url = {https://telecom-paris.hal.science/hal-02287267},
      booktitle = {{ICASSP}},
      address = {Shangai, China},
      hal_local_reference = {bisot2016unsupervised},
      year = {2016},
      month = mar,
      keywords = {Acoustic scene classification ; unsupervised feature learning ; matrix factorization},
      hal_id = {hal-02287267},
      hal_version = {v1}
    }
    

43. Dimension reduction in multivariate extremes
    Anne Sabourin
    THIRD CONFERENCE OF THE INTERNATIONAL SOCIETY FOR NONPARAMETRIC STATISTICS (ISNPS), Avignon, France, March 2016.
    

    @inproceedings{sabourin:hal-02287863,
      title = {{Dimension reduction in multivariate extremes}},
      author = {Sabourin, Anne},
      url = {https://telecom-paris.hal.science/hal-02287863},
      booktitle = {{THIRD CONFERENCE OF THE INTERNATIONAL SOCIETY FOR NONPARAMETRIC STATISTICS (ISNPS)}},
      address = {Avignon, France},
      hal_local_reference = {AS:isnps16},
      year = {2016},
      month = mar,
      hal_id = {hal-02287863},
      hal_version = {v1}
    }
    

44. Group nonnegative matrix factorisation with speaker and session variability compensation for speaker identification
    Romain Serizel, Slim Essid, Gael Richard
    ICASSP, Shangai, China, March 2016.
    

    @inproceedings{serizel:hal-02288453,
      title = {{Group nonnegative matrix factorisation with speaker and session variability compensation for speaker identification}},
      author = {Serizel, Romain and Essid, Slim and Richard, Gael},
      url = {https://telecom-paris.hal.science/hal-02288453},
      booktitle = {{ICASSP}},
      address = {Shangai, China},
      hal_local_reference = {Serizel2016a},
      pages = {5470 - 5474},
      year = {2016},
      month = mar,
      keywords = {Nonnegative matrix factorisation ; spectrogram factorisation ; feature learning ; speaker variability ; speaker identification},
      hal_id = {hal-02288453},
      hal_version = {v1}
    }
    

45. Group Non-Negative Matrix Factorisation With Speaker And Session Similarity Constraints For Speaker Identification
    Romain Serizel, Slim Essid, Gael Richard
    IEEE International Conference on Acoustics, Speech, and Signal Processing, Shangai, China, March 2016.
    

    @inproceedings{serizel:hal-01393968,
      title = {{Group Non-Negative Matrix Factorisation With Speaker And Session Similarity Constraints For Speaker Identification}},
      author = {Serizel, Romain and Essid, Slim and Richard, Gael},
      url = {https://hal.science/hal-01393968},
      booktitle = {{IEEE International Conference on Acoustics, Speech, and Signal Processing}},
      address = {Shangai, China},
      year = {2016},
      month = mar,
      keywords = {Non-negative matrix factorisation ; group similarity ; spectrogram factorisation ; speaker identification},
      pdf = {https://hal.science/hal-01393968v1/file/16-2.pdf},
      hal_id = {hal-01393968},
      hal_version = {v1}
    }
    

46. Complex NMF under phase constraints based on signal modeling: application to audio source separation
    Paul Magron, Roland Badeau, Bertrand David
    41st International Conference on Acoustics, Speech and Signal Processing (ICASSP.2016)), Shanghai, China, March 2016.
    

    @inproceedings{magron:hal-01248013,
      title = {{Complex NMF under phase constraints based on signal modeling: application to audio source separation}},
      author = {Magron, Paul and Badeau, Roland and David, Bertrand},
      url = {https://hal.science/hal-01248013},
      booktitle = {{41st International Conference on Acoustics, Speech and Signal Processing (ICASSP.2016))}},
      address = {Shanghai, China},
      publisher = {{IEEE}},
      year = {2016},
      month = mar,
      keywords = { source separation ;  repeated audio events ;  phase unwrapping ;  phase recovery ; Nonnegative matrix factorization},
      pdf = {https://hal.science/hal-01248013v1/file/Magron-ICASSP-2016.pdf},
      hal_id = {hal-01248013},
      hal_version = {v1}
    }
    

47. Posterior consistency for partially-observed Markov models
    François Roueff
    Processus, CIRM, Luminy, France, February 2016.
    

    @inproceedings{roueff:hal-02287438,
      title = {{Posterior consistency for partially-observed Markov models}},
      author = {Roueff, Fran{\c c}ois},
      url = {https://telecom-paris.hal.science/hal-02287438},
      booktitle = {{Processus}},
      address = {CIRM, Luminy, France},
      hal_local_reference = {roueff-cirm2016},
      year = {2016},
      month = feb,
      hal_id = {hal-02287438},
      hal_version = {v1}
    }
    

48. Estimation consistante du paramètre d’un modèle de Markov partiellement observé
    François Roueff
    Séminaire de Mathématiques Appliquées de l’université de Nantes, Nantes, France, February 2016.
    

    @inproceedings{roueff:hal-02288523,
      title = {{Estimation consistante du param{\`e}tre d'un mod{\`e}le de Markov partiellement observ{\'e}}},
      author = {Roueff, Fran{\c c}ois},
      url = {https://telecom-paris.hal.science/hal-02288523},
      booktitle = {{S{\'e}minaire de Math{\'e}matiques Appliqu{\'e}es de l'universit{\'e} de Nantes}},
      address = {Nantes, France},
      hal_local_reference = {seminaire-nantes-2016-roueff},
      year = {2016},
      month = feb,
      hal_id = {hal-02288523},
      hal_version = {v1}
    }
    

49. Blind estimation of room acoustic parameters using kernel regression
    Arthur Belhomme, Yves Grenier, Roland Badeau, Eric Humbert
    AES 60th Conference, Leuven, Belgium, February 2016.
    

    @inproceedings{belhomme:hal-01248010,
      title = {{Blind estimation of room acoustic parameters using kernel regression}},
      author = {Belhomme, Arthur and Grenier, Yves and Badeau, Roland and Humbert, Eric},
      url = {https://hal.science/hal-01248010},
      booktitle = {{AES 60th Conference}},
      address = {Leuven, Belgium},
      year = {2016},
      month = feb,
      pdf = {https://hal.science/hal-01248010v1/file/paper_abe_aes60.pdf},
      hal_id = {hal-01248010},
      hal_version = {v1}
    }
    

50. Operations Research and Signal Processing on graphs : case of sampling and perfect reconstructing tasks
    Pascal Bianchi, Valeria Borodin, Faicel Hnaien, Nacima Labadie, Hichem Snoussi
    17eme conférence ROADEF, Compiègne, France, February 2016.
    

    @inproceedings{bianchi:hal-02640960,
      title = {{Operations Research and Signal Processing on graphs : case of sampling and perfect reconstructing tasks}},
      author = {Bianchi, Pascal and Borodin, Valeria and Hnaien, Faicel and Labadie, Nacima and Snoussi, Hichem},
      url = {https://utt.hal.science/hal-02640960},
      booktitle = {{17eme conf{\'e}rence ROADEF}},
      address = {Compi{\`e}gne, France},
      series = {17eme conf{\'e}rence ROADEF, Compi{\`e}gne 10-12/02/2016. France},
      year = {2016},
      month = feb,
      hal_id = {hal-02640960},
      hal_version = {v1}
    }
    

51. Très brève introduction au Machine Learning
    Slim Essid
    Conference debat du Corps des Mines, Paris, France, January 2016.
    

    @inproceedings{essid:hal-02287867,
      title = {{Tr{\`e}s br{\`e}ve introduction au Machine Learning}},
      author = {Essid, Slim},
      url = {https://telecom-paris.hal.science/hal-02287867},
      booktitle = {{Conference debat du Corps des Mines}},
      address = {Paris, France},
      hal_local_reference = {SE:Mines16},
      year = {2016},
      month = jan,
      hal_id = {hal-02287867},
      hal_version = {v1}
    }
    

52. Stochastic thermodynamic integration: efficient Bayesian model selection via stochastic gradient MCMC
    Umut Şimşekli, Roland Badeau, Gael Richard, Ali Taylan Cemgil
    41st International Conference on Acoustics, Speech and Signal Processing (ICASSP), Shanghai, China, 2016.
    

    @inproceedings{imekli:hal-01248011,
      title = {{Stochastic thermodynamic integration: efficient Bayesian model selection via stochastic gradient MCMC}},
      author = {{\c S}im{\c s}ekli, Umut and Badeau, Roland and Richard, Gael and Cemgil, Ali Taylan},
      url = {https://hal.science/hal-01248011},
      booktitle = {{41st International Conference on Acoustics, Speech and Signal Processing (ICASSP)}},
      address = {Shanghai, China},
      publisher = {{IEEE}},
      year = {2016},
      keywords = {Bayesian model selection ;  Markov Chain Monte Carlo ;  Non-negative matrix factorization},
      pdf = {https://hal.science/hal-01248011v1/file/STI_Simsekli_ICASSP_2016.pdf},
      hal_id = {hal-01248011},
      hal_version = {v1}
    }
    

53. PROJET - Spatial Audio Separation Using Projections
    Derry Fitzgerald, Antoine Liutkus, Roland Badeau
    41st International Conference on Acoustics, Speech and Signal Processing (ICASSP), Shanghai, China, 2016.
    

    @inproceedings{fitzgerald:hal-01248014,
      title = {{PROJET - Spatial Audio Separation Using Projections}},
      author = {Fitzgerald, Derry and Liutkus, Antoine and Badeau, Roland},
      url = {https://hal.science/hal-01248014},
      booktitle = {{41st International Conference on Acoustics, Speech and Signal Processing (ICASSP)}},
      address = {Shanghai, China},
      publisher = {{IEEE}},
      year = {2016},
      keywords = {$\alpha$-stable ; Spatial Projection ; sound source separation},
      pdf = {https://hal.science/hal-01248014v1/file/Projet_ICASSP_SaS.pdf},
      hal_id = {hal-01248014},
      hal_version = {v1}
    }
    

54. Data-driven model of virtual patient for doctor social training
    Magalie Ochs, Evelyne Lombardo, Soisik Verbog, Marie-Christine Moll, José Hureaux, Daniel Francon, Jean-Marie Pergandi, Daniel Mestre, Grégoire De Montcheuil, Catherine Pelachaud, Brice Donval, Jorane Saubesty, Chloé Clavel, Philippe Blache
    International Conference on Intelligent Virtual Agent - GREATS Workshop (Graphical and Robotic Embodied Agents for Therapeutic Systems), Unknown, Unknown Region, 2016.
    

    @inproceedings{ochs:hal-01490135,
      title = {{Data-driven model of virtual patient for doctor social training}},
      author = {Ochs, Magalie and Lombardo, Evelyne and Verbog, Soisik and Moll, Marie-Christine and Hureaux, Jos{\'e} and Francon, Daniel and Pergandi, Jean-Marie and Mestre, Daniel and Montcheuil, Gr{\'e}goire De and Pelachaud, Catherine and Donval, Brice and Saubesty, Jorane and Clavel, Chlo{\'e} and Blache, Philippe},
      url = {https://amu.hal.science/hal-01490135},
      booktitle = {{International Conference on Intelligent Virtual Agent - GREATS Workshop (Graphical and Robotic Embodied Agents for Therapeutic Systems)}},
      address = {Unknown, Unknown Region},
      year = {2016},
      hal_id = {hal-01490135},
      hal_version = {v1}
    }
    

55. Common Fate Model for Unison source Separation
    Fabian-Robert Stöter, Antoine Liutkus, Roland Badeau, Bernd Edler, Paul Magron
    41st International Conference on Acoustics, Speech and Signal Processing (ICASSP), Shanghai, China, 2016.
    

    @inproceedings{stoter:hal-01248012,
      title = {{Common Fate Model for Unison source Separation}},
      author = {St{\"o}ter, Fabian-Robert and Liutkus, Antoine and Badeau, Roland and Edler, Bernd and Magron, Paul},
      url = {https://hal.science/hal-01248012},
      booktitle = {{41st International Conference on Acoustics, Speech and Signal Processing (ICASSP)}},
      address = {Shanghai, China},
      publisher = {{IEEE}},
      series = {Proceedings of the 41st International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
      year = {2016},
      keywords = {Sound source separation ; Common Fate Model ; Non-Negative tensor factorization},
      pdf = {https://hal.science/hal-01248012v1/file/common_fate_icassp2016.pdf},
      hal_id = {hal-01248012},
      hal_version = {v1}
    }
    

56. Using temporal association rules for the synthesis of embodied conversational agents with a specific stance
    Thomas Janssoone, Chloé Clavel, Kevin Bailly, Gael Richard
    The Sixteenth International Conference on Intelligent Virtual Agents (IVA 2016), Los Angeles, United States, 2016.
    

    @inproceedings{janssoone:hal-03181846,
      title = {{Using temporal association rules for the synthesis of embodied conversational agents with a specific stance}},
      author = {Janssoone, Thomas and Clavel, Chlo{\'e} and Bailly, Kevin and Richard, Gael},
      url = {https://hal.science/hal-03181846},
      booktitle = {{The Sixteenth International Conference on Intelligent Virtual Agents (IVA 2016)}},
      address = {Los Angeles, United States},
      pages = {1-14},
      year = {2016},
      doi = {10.1007/978-3-319-47665-0\_16},
      pdf = {https://hal.science/hal-03181846v1/file/2016INVI3765.pdf},
      hal_id = {hal-03181846},
      hal_version = {v1}
    }
    

patent

1. Procédé et dispositif pour estimer la réverbération acoustique
   Arthur Belhomme, Roland Badeau, Yves Grenier, Eric Humbert
   France, December 2016.
   

   @patent{belhomme:hal-02287692,
     title = {{Proc{\'e}d{\'e} et dispositif pour estimer la r{\'e}verb{\'e}ration acoustique}},
     author = {Belhomme, Arthur and Badeau, Roland and Grenier, Yves and Humbert, Eric},
     url = {https://telecom-paris.hal.science/hal-02287692},
     number = {PCT/FR2016/053034},
     hal_local_reference = {ABE:16},
     address = {France},
     pages = {20},
     year = {2016},
     month = dec,
     hal_id = {hal-02287692},
     hal_version = {v1}
   }
   

2. Système et procédé d’estimation du comportement thermique d’un bâtiment, pour un contrôle optimal de chauffage
   Tahar Nabil, Jean-Marc Jicquel, Alexandre Girard, François Roueff
   France, August 2016.
   

   @patent{nabil:hal-04200228,
     title = {{Syst{\`e}me et proc{\'e}d{\'e} d'estimation du comportement thermique d'un b{\^a}timent, pour un contr{\^o}le optimal de chauffage}},
     author = {Nabil, Tahar and Jicquel, Jean-Marc and Girard, Alexandre and Roueff, Fran{\c c}ois},
     url = {https://hal.science/hal-04200228},
     number = {EP3291033 B1},
     address = {France},
     pages = {https://permalink.orbit.com/RenderStaticFirstPage?XPN=D60zzGfnof\%252BeccOAsqvWAnfDUqlXTJ5uwQdFuycu4uk\%3D\%26n\%3D1\&id=0\&base=FAMPAT},
     year = {2016},
     month = aug,
     hal_id = {hal-04200228},
     hal_version = {v1}
   }
   

Journal Articles

1. On mobility parameter configurations that lead to chained handover
   Ovidiu Iacoboaiea, Berna Sayrac, Sana Ben Jemaa, Pascal Bianchi
   IEEE Transactions on Communications, December 2016.
   

   @article{iacoboaiea:hal-02287020,
     title = {{On mobility parameter configurations that lead to chained handover}},
     author = {Iacoboaiea, Ovidiu and Sayrac, Berna and Ben Jemaa, Sana and Bianchi, Pascal},
     url = {https://telecom-paris.hal.science/hal-02287020},
     journal = {{IEEE Transactions on Communications}},
     hal_local_reference = {ISBB:TC16},
     publisher = {{Institute of Electrical and Electronics Engineers}},
     volume = {64},
     number = {12},
     pages = {5136 - 5148},
     year = {2016},
     month = dec,
     hal_id = {hal-02287020},
     hal_version = {v1}
   }
   

2. Sampling and empirical risk minimization
   Stéphan Clémençon, Patrice Bertail, Emilie Chautru
   Statistics, November 2016.
   

   @article{clemencon:hal-02107516,
     title = {{Sampling and empirical risk minimization}},
     author = {Cl{\'e}men{\c c}on, St{\'e}phan and Bertail, Patrice and Chautru, Emilie},
     url = {https://telecom-paris.hal.science/hal-02107516},
     journal = {{Statistics}},
     publisher = {{Taylor \& Francis: STM, Behavioural Science and Public Health Titles}},
     volume = {51},
     number = {1},
     pages = {30-42},
     year = {2016},
     month = nov,
     doi = {10.1080/02331888.2016.1259810},
     keywords = {Empirical process ; empirical risk minimization ; generalization bound ; Horvitz-Thompson estimation ; Poisson design ; survey sampling},
     hal_id = {hal-02107516},
     hal_version = {v1}
   }
   

3. Composite marginal likelihood estimation of spatial autoregressive probit models feasible in very large samples
   Pavlo Mozharovskyi, Jan Vogler
   Economics Letters, November 2016.
   

   @article{mozharovskyi:hal-03189229,
     title = {{Composite marginal likelihood estimation of spatial autoregressive probit models feasible in very large samples}},
     author = {Mozharovskyi, Pavlo and Vogler, Jan},
     url = {https://hal.science/hal-03189229},
     journal = {{Economics Letters}},
     publisher = {{Elsevier}},
     volume = {148},
     pages = {87-90},
     year = {2016},
     month = nov,
     doi = {10.1016/j.econlet.2016.09.022},
     hal_id = {hal-03189229},
     hal_version = {v1}
   }
   

4. A Coordinate Descent Primal-Dual Algorithm and Application to Distributed Asynchronous Optimization
   Pascal Bianchi, Walid Hachem, Franck Iutzeler
   IEEE Transactions on Automatic Control, October 2016. 10 pages.
   

   @article{bianchi:hal-01237226,
     title = {{A Coordinate Descent Primal-Dual Algorithm and Application to Distributed Asynchronous Optimization}},
     author = {Bianchi, Pascal and Hachem, Walid and Iutzeler, Franck},
     url = {https://hal.science/hal-01237226},
     note = {10 pages},
     journal = {{IEEE Transactions on Automatic Control}},
     publisher = {{Institute of Electrical and Electronics Engineers}},
     volume = {61},
     number = {10},
     pages = {2947-2957},
     year = {2016},
     month = oct,
     doi = {10.1109/TAC.2015.2512043},
     keywords = {Coordinate Descent ; Distributed Optimization ; Primal-Dual Algorithm ; Consensus algorithms},
     pdf = {https://hal.science/hal-01237226v1/file/1407.0898v3.pdf},
     hal_id = {hal-01237226},
     hal_version = {v1}
   }
   

5. Multichannel Audio Source Separation with Probabilistic Reverberation Priors
   Simon Leglaive, Roland Badeau, Gael Richard
   IEEE/ACM Transactions on Audio, Speech and Language Processing, September 2016.
   

   @article{leglaive:hal-01370051,
     title = {{Multichannel Audio Source Separation with Probabilistic Reverberation Priors}},
     author = {Leglaive, Simon and Badeau, Roland and Richard, Gael},
     url = {https://hal.science/hal-01370051},
     journal = {{IEEE/ACM Transactions on Audio, Speech and Language Processing}},
     publisher = {{Institute of Electrical and Electronics Engineers}},
     volume = {24},
     number = {12},
     pages = {2453-2465},
     year = {2016},
     month = sep,
     keywords = { MAP estimation ;  EM algorithm ; Multichannel audio source separation ;  probabilistic priors ;  mixing model},
     pdf = {https://hal.science/hal-01370051v1/file/Leglaive-Badeau-Richard-TASLP16.pdf},
     hal_id = {hal-01370051},
     hal_version = {v1}
   }
   

6. Non–TNF-Targeted Biologic vs a Second Anti-TNF Drug to Treat Rheumatoid Arthritis in Patients With Insufficient Response to a First Anti-TNF Drug
   Jacques Gottenberg, Olivier Brocq, Aleth Perdriger, Slim Lassoued, Jean Berthelot, Daniel Wendling, Liana Euller-Ziegler, Martin Soubrier, Christophe Richez, Bruno Fautrel, Arnaud L. Constantin, Xavier Mariette, Jacques Morel, Melanie Gilson, Gregoire Cormier, Jean Salmon, Stephanie Rist, Frederic Lioté, Hubert Marotte, Christine Bonnet, Marc Marcelli, Jeremie Sellam, Olivier Meyer, Elisabeth Solau-Gervais, Sandrine Guis, Jean Ziza, Charles Zarnitsky, Isabelle Chary-Valckenaere, Olivier Vittecoq, Alain Saraux, Yves-Marie Pers, Martine Gayraud, Gilles Bolla, Pascal Claudepierre, Marc Ardizzone, Emmanuelle Dernis, Maxime A. Breban, Olivier Fain, Jean Balblanc, Ouafaa Aberkane, Marion Vazel, Christelle Back, Sophie Candon, Lucienne Chatenoud, Elodie Perrodeau, Jean Sibilia, Philippe Ravaud
   Journal of the American Medical Association, September 2016.
   

   @article{gottenberg:hal-01374313,
     title = {{Non--TNF-Targeted Biologic vs a Second Anti-TNF Drug to Treat Rheumatoid Arthritis in Patients With Insufficient Response to a First Anti-TNF Drug}},
     author = {Gottenberg, Jacques and Brocq, Olivier and Perdriger, Aleth and Lassoued, Slim and Berthelot, Jean and Wendling, Daniel and Euller-Ziegler, Liana and Soubrier, Martin and Richez, Christophe and Fautrel, Bruno and Constantin, Arnaud L. and Mariette, Xavier and Morel, Jacques and Gilson, Melanie and Cormier, Gregoire and Salmon, Jean and Rist, Stephanie and Liot{\'e}, Frederic and Marotte, Hubert and Bonnet, Christine and Marcelli, Marc and Sellam, Jeremie and Meyer, Olivier and Solau-Gervais, Elisabeth and Guis, Sandrine and Ziza, Jean and Zarnitsky, Charles and Chary-Valckenaere, Isabelle and Vittecoq, Olivier and Saraux, Alain and Pers, Yves-Marie and Gayraud, Martine and Bolla, Gilles and Claudepierre, Pascal and Ardizzone, Marc and Dernis, Emmanuelle and Breban, Maxime A. and Fain, Olivier and Balblanc, Jean and Aberkane, Ouafaa and Vazel, Marion and Back, Christelle and Candon, Sophie and Chatenoud, Lucienne and Perrodeau, Elodie and Sibilia, Jean and Ravaud, Philippe},
     url = {https://hal.science/hal-01374313},
     journal = {{Journal of the American Medical Association}},
     publisher = {{American Medical Association (AMA)}},
     volume = {316},
     number = {11},
     year = {2016},
     month = sep,
     doi = {10.1001/jama.2016.13512},
     hal_id = {hal-01374313},
     hal_version = {v1}
   }
   

7. Nonparametric Frontier Analysis Using Stata
   Oleg Badunenko, Pavlo Mozharovskyi
   The Stata Journal, September 2016.
   

   @article{badunenko:hal-03189227,
     title = {{Nonparametric Frontier Analysis Using Stata}},
     author = {Badunenko, Oleg and Mozharovskyi, Pavlo},
     url = {https://hal.science/hal-03189227},
     journal = {{The Stata Journal}},
     volume = {16},
     number = {3},
     pages = {550-589},
     year = {2016},
     month = sep,
     doi = {10.1177/1536867X1601600302},
     hal_id = {hal-03189227},
     hal_version = {v1}
   }
   

8. SON coordination in Heterogeneous networks: a reinforcement learning approach
   Ovidiu Iacoboaiea, Berna Sayrac, Sana Ben Jemaa, Pascal Bianchi
   IEEE Transactions on Wireless Communications, September 2016.
   

   @article{iacoboaiea:hal-02287098,
     title = {{SON coordination in Heterogeneous networks: a reinforcement learning approach}},
     author = {Iacoboaiea, Ovidiu and Sayrac, Berna and Ben Jemaa, Sana and Bianchi, Pascal},
     url = {https://telecom-paris.hal.science/hal-02287098},
     journal = {{IEEE Transactions on Wireless Communications}},
     hal_local_reference = {ISBB:TWC16},
     publisher = {{Institute of Electrical and Electronics Engineers}},
     volume = {15},
     number = {9},
     pages = {5835 - 5847},
     year = {2016},
     month = sep,
     hal_id = {hal-02287098},
     hal_version = {v1}
   }
   

9. Empirical Processes in Survey Sampling with (Conditional) Poisson Designs
   Patrice Bertail, Emilie Chautru, Stéphan Clémençon
   Scandinavian Journal of Statistics, August 2016.
   

   @article{bertail:hal-02107503,
     title = {{Empirical Processes in Survey Sampling with (Conditional) Poisson Designs}},
     author = {Bertail, Patrice and Chautru, Emilie and Cl{\'e}men{\c c}on, St{\'e}phan},
     url = {https://telecom-paris.hal.science/hal-02107503},
     journal = {{Scandinavian Journal of Statistics}},
     publisher = {{Wiley}},
     volume = {44},
     number = {1},
     pages = {97-111},
     year = {2016},
     month = aug,
     doi = {10.1111/sjos.12243},
     keywords = {functional central limit theorem ; empirical processes ; survey sampling ; rejective design ; Poisson design},
     hal_id = {hal-02107503},
     hal_version = {v1}
   }
   

10. Grounding the detection of the user’s likes and dislikes on the topic structure of human-agent interactions
    Caroline Langlet, Chloé Clavel
    Knowledge-Based Systems, August 2016.
    

    @article{langlet:hal-01354187,
      title = {{Grounding the detection of the user's likes and dislikes on the topic structure of human-agent interactions}},
      author = {Langlet, Caroline and Clavel, Chlo{\'e}},
      url = {https://imt.hal.science/hal-01354187},
      journal = {{Knowledge-Based Systems}},
      hal_local_reference = {CL-KBS-16},
      publisher = {{Elsevier}},
      volume = {106},
      pages = {116-124},
      year = {2016},
      month = aug,
      hal_id = {hal-01354187},
      hal_version = {v1}
    }
    

11. Locally stationary Hawkes processes
    François Roueff, Rainer Sachs, Laure Sansonnet
    Stochastic Processes and their Applications, June 2016.
    

    @article{roueff:hal-01153882,
      title = {{Locally stationary Hawkes processes}},
      author = {Roueff, Fran{\c c}ois and von Sachs, Rainer and Sansonnet, Laure},
      url = {https://imt.hal.science/hal-01153882},
      journal = {{Stochastic Processes and their Applications}},
      publisher = {{Elsevier}},
      volume = {126},
      number = {6},
      pages = {Pages 1710--1743},
      year = {2016},
      month = jun,
      doi = {10.1016/j.spa.2015.12.003},
      keywords = {point processes 2000 MSC: 60G55 ; Locally stationary processes ; Hawkes processes ; 46N30 ; 62M15 ; time frequency analysis ; Bartlett spectrum},
      pdf = {https://imt.hal.science/hal-01153882v1/file/lshawkes.pdf},
      hal_id = {hal-01153882},
      hal_version = {v1}
    }
    

12. Robust distributed consensus using total Variation
    Walid Ben-Ameur, Pascal Bianchi, Jérémie Jakubowicz
    IEEE Transactions on Automatic Control, June 2016.
    

    @article{benameur:hal-01259850,
      title = {{Robust distributed consensus using total Variation}},
      author = {Ben-Ameur, Walid and Bianchi, Pascal and Jakubowicz, J{\'e}r{\'e}mie},
      url = {https://hal.science/hal-01259850},
      journal = {{IEEE Transactions on Automatic Control}},
      hal_local_reference = {14977},
      publisher = {{Institute of Electrical and Electronics Engineers}},
      volume = {61},
      number = {6},
      pages = {1550 - 1564},
      year = {2016},
      month = jun,
      doi = {10.1109/TAC.2015.2471755},
      hal_id = {hal-01259850},
      hal_version = {v1}
    }
    

13. Projection-based demixing of spatial audio
    Derry Fitzgerald, Antoine Liutkus, Roland Badeau
    IEEE Transactions on Audio, Speech and Language Processing, May 2016.
    

    @article{fitzgerald:hal-01260588,
      title = {{Projection-based demixing of spatial audio}},
      author = {Fitzgerald, Derry and Liutkus, Antoine and Badeau, Roland},
      url = {https://inria.hal.science/hal-01260588},
      journal = {{IEEE Transactions on Audio, Speech and Language Processing}},
      publisher = {{Institute of Electrical and Electronics Engineers}},
      year = {2016},
      month = may,
      doi = {10.1109/TASLP.2016.2570945},
      keywords = {music processing ; non-negative matrix factorization ; musical source separation ; source separation ; probabilistic models},
      pdf = {https://inria.hal.science/hal-01260588v2/file/projection-based_separation_V3C.pdf},
      hal_id = {hal-01260588},
      hal_version = {v2}
    }
    

14. Fusion methods for speech enhancement and audio source separation
    Xabier Jaureguiberry, Emmanuel Vincent, Gael Richard
    IEEE Transactions on Audio, Speech and Language Processing, April 2016.
    

    @article{jaureguiberry:hal-01120685,
      title = {{Fusion methods for speech enhancement and audio source separation}},
      author = {Jaureguiberry, Xabier and Vincent, Emmanuel and Richard, Gael},
      url = {https://hal.science/hal-01120685},
      journal = {{IEEE Transactions on Audio, Speech and Language Processing}},
      publisher = {{Institute of Electrical and Electronics Engineers}},
      year = {2016},
      month = apr,
      doi = {10.1109/TASLP.2016.2553441},
      keywords = {Singing Voice Extraction ; Fusion ; Speech Enhancement ; Deep Neural Networks ; Aggregation ; Ensemble ; Deep Learning ; Variational Bayes ; Audio Source Separation ; Model Averaging ; Non-Negative Matrix Factorization},
      pdf = {https://hal.science/hal-01120685v4/file/taslp16.pdf},
      hal_id = {hal-01120685},
      hal_version = {v4}
    }
    

15. Ergodic convergence of a stochastic proximal point algorithm
    Pascal Bianchi
    SIAM Journal on Optimization, April 2016.
    

    @article{bianchi:hal-02287222,
      title = {{Ergodic convergence of a stochastic proximal point algorithm}},
      author = {Bianchi, Pascal},
      url = {https://telecom-paris.hal.science/hal-02287222},
      journal = {{SIAM Journal on Optimization}},
      hal_local_reference = {bia:ergodic16},
      publisher = {{Society for Industrial and Applied Mathematics}},
      volume = {26},
      number = {4},
      pages = {2235-2260},
      year = {2016},
      month = apr,
      hal_id = {hal-02287222},
      hal_version = {v1}
    }
    

16. Explicit Convergence Rate of a Distributed Alternating Direction Method of Multipliers
    Franck Iutzeler, Pascal Bianchi, Philippe Ciblat, Walid Hachem
    IEEE Transactions on Automatic Control, April 2016.
    

    @article{iutzeler:hal-02286968,
      title = {{Explicit Convergence Rate of a Distributed Alternating Direction Method of Multipliers}},
      author = {Iutzeler, Franck and Bianchi, Pascal and Ciblat, Philippe and Hachem, Walid},
      url = {https://telecom-paris.hal.science/hal-02286968},
      journal = {{IEEE Transactions on Automatic Control}},
      hal_local_reference = {ibch:tac-16},
      publisher = {{Institute of Electrical and Electronics Engineers}},
      volume = {61},
      number = {4},
      pages = {892 -- 904},
      year = {2016},
      month = apr,
      hal_id = {hal-02286968},
      hal_version = {v1}
    }
    

17. Distributed on-line multi-dimensional scaling for self localization in Wireless Sensor Networks
    Gemma Morral, P. Bianchi
    Signal Processing, March 2016.
    

    @article{morral:hal-02287099,
      title = {{Distributed on-line multi-dimensional scaling for self localization in Wireless Sensor Networks}},
      author = {Morral, Gemma and Bianchi, P.},
      url = {https://telecom-paris.hal.science/hal-02287099},
      journal = {{Signal Processing}},
      hal_local_reference = {MB:SigPro15},
      publisher = {{Elsevier}},
      volume = {120},
      pages = {88-98},
      year = {2016},
      month = mar,
      hal_id = {hal-02287099},
      hal_version = {v1}
    }
    

18. Local propagation speed constrained estimation of the slowness vector from non-planar array observations
    Adrien Nouvellet, François Roueff, Alexis Le Pichon, Maurice Charbit, Julien Vergoz, Mohamed Kallel, Chourouq Mejri
    J. Acoust. Soc. Am., January 2016.
    

    @article{nouvellet:hal-01359236,
      title = {{Local propagation speed constrained estimation of the slowness vector from non-planar array observations}},
      author = {Nouvellet, Adrien and Roueff, Fran{\c c}ois and Le Pichon, Alexis and Charbit, Maurice and Vergoz, Julien and Kallel, Mohamed and Mejri, Chourouq},
      url = {https://imt.hal.science/hal-01359236},
      journal = {{J. Acoust. Soc. Am.}},
      hal_local_reference = {nouvellet2016},
      volume = {139},
      number = {1},
      pages = {559-567},
      year = {2016},
      month = jan,
      doi = {10.1121/1.4939112},
      keywords = {Infrasound ; Acoustic sensing ; Acoustic waves},
      hal_id = {hal-01359236},
      hal_version = {v1}
    }
    

19. Combining regional estimation and historical floods: a multivariate semi-parametric peaks-over-threshold model with censored data
    Anne Sabourin, Benjamin Renard
    Water Resources Research, January 2016. [Departement....
    

    @article{sabourin:hal-01087687,
      title = {{Combining regional estimation and historical floods: a multivariate semi-parametric peaks-over-threshold model with censored data}},
      author = {Sabourin, Anne and Renard, Benjamin},
      url = {https://hal.science/hal-01087687},
      note = {[Departement\_IRSTEA]Eaux [TR1\_IRSTEA]ARCEAU},
      journal = {{Water Resources Research}},
      publisher = {{American Geophysical Union}},
      series = {Water Resources Research},
      volume = {51},
      number = {12},
      pages = {19},
      year = {2016},
      month = jan,
      doi = {10.1002/2015WR017320},
      keywords = {semi-parametric Bayesian inference ; censored data ; Multivariate extremes ; mixture models ; reversible-jump algorithm},
      pdf = {https://hal.science/hal-01087687v2/file/gardons_2015_11_preprint.pdf},
      hal_id = {hal-01087687},
      hal_version = {v2}
    }
    

20. Scaling-up Empirical Risk Minimization: Optimization of Incomplete U-statistics
    Stéphan Clémençon, Igor Colin, Aurélien Bellet
    Journal of Machine Learning Research, 2016.
    

    @article{clemencon:hal-01327662,
      title = {{Scaling-up Empirical Risk Minimization: Optimization of Incomplete U-statistics}},
      author = {Cl{\'e}men{\c c}on, St{\'e}phan and Colin, Igor and Bellet, Aur{\'e}lien},
      url = {https://inria.hal.science/hal-01327662},
      journal = {{Journal of Machine Learning Research}},
      publisher = {{Microtome Publishing}},
      volume = {17},
      number = {76},
      pages = {1-36},
      year = {2016},
      keywords = {rate bound analysis ; U-processes ; stochastic gradient descent ; sampling design ; big data ; empirical risk minimization},
      pdf = {https://inria.hal.science/hal-01327662v1/file/jmlr16.pdf},
      hal_id = {hal-01327662},
      hal_version = {v1}
    }
    

21. Fast metabolite identification with Input Output Kernel Regression
    Celine Brouard, Huibin Shen, Kai Dührkop, Florence d’Alché-Buc, Sebastian Böcker, Juho Rousu
    Bioinformatics, 2016.
    

    @article{brouard:hal-02637720,
      title = {{Fast metabolite identification with Input Output Kernel Regression}},
      author = {Brouard, Celine and Shen, Huibin and D{\"u}hrkop, Kai and d'Alch{\'e}-Buc, Florence and B{\"o}cker, Sebastian and Rousu, Juho},
      url = {https://hal.inrae.fr/hal-02637720},
      journal = {{Bioinformatics}},
      publisher = {{Oxford University Press (OUP)}},
      volume = {32},
      number = {12},
      pages = {i28-i36},
      year = {2016},
      doi = {10.1093/bioinformatics/btw246},
      pdf = {https://hal.inrae.fr/hal-02637720v1/file/btw246_1.pdf},
      hal_id = {hal-02637720},
      hal_version = {v1}
    }
    

22. The maximizing set of the asymptotic normalized log-likelihood for partially observed Markov chains
    Randal Douc, François Roueff, Tepmony Sim
    The Annals of Applied Probability, 2016.
    

    @article{douc:hal-01080955,
      title = {{The maximizing set of the asymptotic normalized log-likelihood for partially observed Markov chains}},
      author = {Douc, Randal and Roueff, Fran{\c c}ois and Sim, Tepmony},
      url = {https://hal.science/hal-01080955},
      journal = {{The Annals of Applied Probability}},
      publisher = {{Institute of Mathematical Statistics (IMS)}},
      volume = {26},
      number = {4},
      pages = {2357 - 2383},
      year = {2016},
      doi = {10.1214/15-AAP1149},
      keywords = {Maximum likelihood ; Observation-driven models ; Time series of counts ; Hidden Markov models ; Consistency ; Ergodicity},
      pdf = {https://hal.science/hal-01080955v2/file/doumonrou.pdf},
      hal_id = {hal-01080955},
      hal_version = {v2}
    }
    

23. Input output Kernel regression : supervised and semi-supervised structured output prediction with operator-valued kernels
    Celine Brouard, Marie Szafranski, Florence d’Alché-Buc
    Journal of Machine Learning Research, 2016.
    

    @article{brouard:hal-01601982,
      title = {{Input output Kernel regression : supervised and semi-supervised structured output prediction with operator-valued kernels}},
      author = {Brouard, Celine and Szafranski, Marie and d'Alch{\'e}-Buc, Florence},
      url = {https://hal.science/hal-01601982},
      journal = {{Journal of Machine Learning Research}},
      publisher = {{Microtome Publishing}},
      volume = {17},
      pages = {np},
      year = {2016},
      keywords = {structured output prediction ; output kernel regression ; vector-valued RKHS ; operator-valued kernel ; semi-supervised learning ; BIOLOGICAL NETWORKS ; INFERENCE},
      pdf = {https://hal.science/hal-01601982v1/file/2016_Brouard_Journal%20of%20Machine%20Learning%20Research_1.pdf},
      hal_id = {hal-01601982},
      hal_version = {v1}
    }
    

24. Physiologically structured cell population dynamic models with applications to combined drug delivery optimisation in oncology
    Jean Clairambault, Olivier Fercoq
    Mathematical Modelling of Natural Phenomena, 2016. V2 d’un dépô....
    

    @article{clairambault:hal-01413791,
      title = {{Physiologically structured cell population dynamic models with applications to combined drug delivery optimisation in oncology}},
      author = {Clairambault, Jean and Fercoq, Olivier},
      url = {https://inria.hal.science/hal-01413791},
      note = {V2 d'un d{\'e}p{\^o}t pr{\'e}c{\'e}demment effectu{\'e} sous la r{\'e}f{\'e}rence clairambault:hal-01321536v1},
      journal = {{Mathematical Modelling of Natural Phenomena}},
      hal_local_reference = {clairambault:hal-01321536v2},
      publisher = {{EDP Sciences}},
      pages = {22},
      year = {2016},
      doi = {10.1051/mmnp/201611604},
      keywords = { Drug delivery optimisation ;  Pharmacological models ;  Cell division cycle ;  Age-structured models ; Cell population dynamics},
      pdf = {https://inria.hal.science/hal-01413791v1/file/JO4MMNPnov2016.pdf},
      hal_id = {hal-01413791},
      hal_version = {v1}
    }
    

25. An empirical comparison of V -fold penalisation and cross-validation for model selection in distribution-free regression
    Charanpal Dhanjal, Nicolas Baskiotis, Stéphan Clémençon, Nicolas Usunier
    Pattern Analysis and Applications, 2016.
    

    @article{dhanjal:hal-01567869,
      title = {{An empirical comparison of V -fold penalisation and cross-validation for model selection in distribution-free regression}},
      author = {Dhanjal, Charanpal and Baskiotis, Nicolas and Cl{\'e}men{\c c}on, St{\'e}phan and Usunier, Nicolas},
      url = {https://hal.sorbonne-universite.fr/hal-01567869},
      journal = {{Pattern Analysis and Applications}},
      publisher = {{Springer Verlag}},
      volume = {19},
      number = {1},
      pages = {41-53},
      year = {2016},
      doi = {10.1007/s10044-014-0381-y},
      pdf = {https://hal.sorbonne-universite.fr/hal-01567869v1/file/1212.1780.pdf},
      hal_id = {hal-01567869},
      hal_version = {v1}
    }
    

26. Integral approximation by kernel smoothing
    Bernard Delyon, François Portier
    Bernoulli, 2016. 27 pages, 2 ....
    

    @article{delyon:hal-01321471,
      title = {{Integral approximation by kernel smoothing}},
      author = {Delyon, Bernard and Portier, Fran{\c c}ois},
      url = {https://hal.science/hal-01321471},
      note = {27 pages, 2 figures. arXiv admin note: substantial text overlap with arXiv:1312.4497},
      journal = {{Bernoulli}},
      publisher = {{Bernoulli Society for Mathematical Statistics and Probability}},
      volume = {22},
      number = {4},
      pages = {2177-2208},
      year = {2016},
      doi = {10.3150/15-BEJ725},
      keywords = {nonparametric regression ; kernel smoothing ; central limit theorem ; integral approximation},
      hal_id = {hal-01321471},
      hal_version = {v1}
    }
    

27. Dynamical behavior of a stochastic forward-backward algorithm using random monotone operators
    Pascal Bianchi, Walid Hachem
    Journal of Optimization Theory and Applications, 2016.
    

    @article{bianchi:hal-01183959,
      title = {{Dynamical behavior of a stochastic forward-backward algorithm using random monotone operators}},
      author = {Bianchi, Pascal and Hachem, Walid},
      url = {https://hal.science/hal-01183959},
      journal = {{Journal of Optimization Theory and Applications}},
      publisher = {{Springer Verlag}},
      volume = {171},
      year = {2016},
      keywords = {Stochastic forward-backward algorithm ; Dynamical systems ; Stochastic proximal point algorithm ; Random maximal monotone operators},
      pdf = {https://hal.science/hal-01183959v1/file/v1arxiv.pdf},
      hal_id = {hal-01183959},
      hal_version = {v1}
    }
    

Technical Reports

1. Restarting accelerated gradient methods with a rough strong convexity estimate
   Olivier Fercoq, Zheng Qu
   September 2016.
   

   @techreport{fercoq:hal-02287730,
     title = {{Restarting accelerated gradient methods with a rough strong convexity estimate}},
     author = {Fercoq, Olivier and Qu, Zheng},
     url = {https://telecom-paris.hal.science/hal-02287730},
     type = {Research Report},
     number = {1609.07358},
     institution = {{T{\'e}l{\'e}com ParisTech}},
     year = {2016},
     month = sep,
     hal_id = {hal-02287730},
     hal_version = {v1}
   }
   

2. An iterative algorithm for recovering the phase of complex components from their mixture
   Paul Magron, Roland Badeau, Bertrand David
   June 2016.
   

   @techreport{magron:hal-01325625,
     title = {{An iterative algorithm for recovering the phase of complex components from their mixture}},
     author = {Magron, Paul and Badeau, Roland and David, Bertrand},
     url = {https://hal.science/hal-01325625},
     type = {Research Report},
     institution = {{T{\'e}l{\'e}com ParisTech}},
     year = {2016},
     month = jun,
     keywords = {linear unwrapping ; source separation ; auxiliary function method ; Phase reconstruction ; s{\'e}paration de sources ; Reconstruction de phase ; m{\'e}thode de la fonction auxiliaire ; d{\'e}roul{\'e} lin{\'e}aire},
     pdf = {https://hal.science/hal-01325625v5/file/source_sep_algo.pdf},
     hal_id = {hal-01325625},
     hal_version = {v5}
   }
   

3. Generalized Wiener filtering for positive alpha-stable random variables
   Paul Magron, Roland Badeau, Antoine Liutkus
   June 2016.
   

   @techreport{magron:hal-01340797,
     title = {{Generalized Wiener filtering for positive alpha-stable random variables}},
     author = {Magron, Paul and Badeau, Roland and Liutkus, Antoine},
     url = {https://hal.science/hal-01340797},
     type = {Research Report},
     number = {2016D000},
     institution = {{T{\'e}l{\'e}com ParisTech}},
     year = {2016},
     month = jun,
     keywords = {nonnegative source separation ; Wiener filtering ; Stable distribution ; Positive alpha-stable distributions},
     pdf = {https://hal.science/hal-01340797v1/file/publication-301.pdf},
     hal_id = {hal-01340797},
     hal_version = {v1}
   }
   

4. Preservation of whiteness in spectral and time-frequency transforms of second order processes
   Roland Badeau
   January 2016.
   

   @techreport{badeau:hal-01252189,
     title = {{Preservation of whiteness in spectral and time-frequency transforms of second order processes}},
     author = {Badeau, Roland},
     url = {https://hal.science/hal-01252189},
     type = {Research Report},
     institution = {{Institut Mines-T{\'e}l{\'e}com, T{\'e}l{\'e}com ParisTech, CNRS LTCI}},
     year = {2016},
     month = jan,
     keywords = {Second order processes ; Proper complex processes ; Spectral transforms ; Time-frequency transforms ; Paraunitary filter banks ; Processus du second ordre ; Processus complexes propres ; Transformations spectrales ; Transformations temps-fr{\'e}quences ; Bancs de filtres para-unitaires},
     pdf = {https://hal.science/hal-01252189v1/file/Techreport-Badeau-2016.pdf},
     hal_id = {hal-01252189},
     hal_version = {v1}
   }
   

proceedings

1. Learning Hyperparameters for Unsupervised Anomaly Detection.
   Albert Thomas, Vincent Feuillard, Alexandre Gramfort, Stéphan Clémençon
   June 2016.
   

   @proceedings{thomas:hal-02287367,
     title = {{Learning Hyperparameters for Unsupervised Anomaly Detection.}},
     author = {Thomas, Albert and Feuillard, Vincent and Gramfort, Alexandre and Cl{\'e}men{\c c}on, St{\'e}phan},
     url = {https://telecom-paris.hal.science/hal-02287367},
     hal_local_reference = {SC:ICML-16c},
     year = {2016},
     month = jun,
     hal_id = {hal-02287367},
     hal_version = {v1}
   }
   

2. Gossip Dual Averaging for Decentralized Optimization of Pairwise Functions
   Igor Colin, Aurélien Bellet, Joseph Salmon, Stéphan Clémençon
   May 2016.
   

   @proceedings{colin:hal-02107511,
     title = {{Gossip Dual Averaging for Decentralized Optimization of Pairwise Functions}},
     author = {Colin, Igor and Bellet, Aur{\'e}lien and Salmon, Joseph and Cl{\'e}men{\c c}on, St{\'e}phan},
     url = {https://telecom-paris.hal.science/hal-02107511},
     series = {ICML},
     year = {2016},
     month = may,
     pdf = {https://telecom-paris.hal.science/hal-02107511v1/file/colin16.pdf},
     hal_id = {hal-02107511},
     hal_version = {v1}
   }
   

Book Chapters

1. Optimization in High Dimensions via Accelerated, Parallel and Proximal Coordinate Descent
   Olivier Fercoq, Peter Richtárik
   SIAM Review, 2016.
   

   @incollection{fercoq:hal-02287359,
     title = {{Optimization in High Dimensions via Accelerated, Parallel and Proximal Coordinate Descent}},
     author = {Fercoq, Olivier and Richt{\'a}rik, Peter},
     url = {https://telecom-paris.hal.science/hal-02287359},
     booktitle = {{SIAM Review}},
     hal_local_reference = {FR:sirev-2016},
     publisher = {{SIAM}},
     year = {2016},
     hal_id = {hal-02287359},
     hal_version = {v1}
   }
   

2. Anomaly Ranking in a High Dimensional Space: The Unsupervised TreeRank Algorithm
   Stephan Clémençon, Nicolas Baskiotis, Nicolas Vayatis
   Unsupervised Learning Algorithms, 2016.
   

   @incollection{clemencon:hal-01364091,
     title = {{Anomaly Ranking in a High Dimensional Space: The Unsupervised TreeRank Algorithm}},
     author = {Cl{\'e}men{\c c}on, Stephan and Baskiotis, Nicolas and Vayatis, Nicolas},
     url = {https://hal.science/hal-01364091},
     booktitle = {{Unsupervised Learning Algorithms}},
     editor = {Celebi, Emre M. and Aydin, Kemal},
     publisher = {{Springer International Publishing}},
     pages = {33--54},
     year = {2016},
     doi = {10.1007/978-3-319-24211-8\_2},
     hal_id = {hal-01364091},
     hal_version = {v1}
   }
   

3. Fostering user engagement in face-to-face human-agent interactions: a survey.
   Chloé Clavel, Angelo Cafaro, Sabrina Campano, C. Pelachaud
   Toward Robotic Socially Believable Behaving Systems-Volume II, 2016.
   

   @incollection{clavel:hal-02287405,
     title = {{Fostering user engagement in face-to-face human-agent interactions: a survey.}},
     author = {Clavel, Chlo{\'e} and Cafaro, Angelo and Campano, Sabrina and Pelachaud, C.},
     url = {https://telecom-paris.hal.science/hal-02287405},
     booktitle = {{Toward Robotic Socially Believable Behaving Systems-Volume II}},
     hal_local_reference = {CC:Book-16},
     publisher = {{Springer International Publishing}},
     pages = {93-120},
     year = {2016},
     hal_id = {hal-02287405},
     hal_version = {v1}
   }
   

Unpublished

1. MARGINAL STANDARDIZATION OF UPPER SEMICONTINUOUS PROCESSES. WITH APPLICATION TO MAX-STABLE PROCESSES
   Anne Sabourin, Johan Segers
   December 2016. working pape....
   

   @unpublished{sabourin:hal-01287603,
     title = {{MARGINAL STANDARDIZATION OF UPPER SEMICONTINUOUS PROCESSES. WITH APPLICATION TO MAX-STABLE PROCESSES}},
     author = {Sabourin, Anne and Segers, Johan},
     url = {https://hal.science/hal-01287603},
     note = {working paper or preprint},
     year = {2016},
     month = dec,
     keywords = {extreme-value theory ; max-stable processes ; semicontinuous pro-cesses ; copulas},
     pdf = {https://hal.science/hal-01287603v2/file/2016-12-R1-standardization-preprint.pdf},
     hal_id = {hal-01287603},
     hal_version = {v2}
   }
   

2. Physiologically structured cell population dynamic models with applications to combined drug delivery optimisation in oncology
   Jean Clairambault, Olivier Fercoq
   May 2016. working pape....
   

   @unpublished{clairambault:hal-01321536,
     title = {{Physiologically structured cell population dynamic models with applications to combined drug delivery optimisation in oncology}},
     author = {Clairambault, Jean and Fercoq, Olivier},
     url = {https://inria.hal.science/hal-01321536},
     note = {working paper or preprint},
     hal_local_reference = {JO4MMNP2016},
     year = {2016},
     month = may,
     keywords = {Cell population dynamics ; Age-structured models ; Cell division cycle ; Pharmacological models ; Drug delivery optimisation},
     pdf = {https://inria.hal.science/hal-01321536v1/file/JO4MMNP2016.pdf},
     hal_id = {hal-01321536},
     hal_version = {v1}
   }
   

3. Sparse Representation of Multivariate Extremes with Applications to Anomaly Ranking
   Nicolas Goix, Anne Sabourin, Stéphan Clémençon
   March 2016. working pape....
   

   @unpublished{goix:hal-01295301,
     title = {{Sparse Representation of Multivariate Extremes with Applications to Anomaly Ranking}},
     author = {Goix, Nicolas and Sabourin, Anne and Cl{\'e}men{\c c}on, St{\'e}phan},
     url = {https://hal.science/hal-01295301},
     note = {working paper or preprint},
     year = {2016},
     month = mar,
     pdf = {https://hal.science/hal-01295301v1/file/damex-aistat.pdf},
     hal_id = {hal-01295301},
     hal_version = {v1}
   }
   

4. Sparsity in Multivariate Extremes with Applications to Anomaly Detection
   Nicolas Goix, Anne Sabourin, Stéphan Clémençon
   March 2016. working pape....
   

   @unpublished{goix:hal-01179142,
     title = {{Sparsity in Multivariate Extremes with Applications to Anomaly Detection}},
     author = {Goix, Nicolas and Sabourin, Anne and Cl{\'e}men{\c c}on, St{\'e}phan},
     url = {https://hal.science/hal-01179142},
     note = {working paper or preprint},
     year = {2016},
     month = mar,
     keywords = {Multivariate Extremes ; Anomaly Detection ; Dimensionality Reduction ; VC theory},
     pdf = {https://hal.science/hal-01179142v2/file/paper.pdf},
     hal_id = {hal-01179142},
     hal_version = {v2}
   }
   

5. A Multiresolution Analysis Framework for the Statistical Analysis of Incomplete Rankings
   Eric Sibony, Stéphan Clémençon, Jérémie Jakubowicz
   January 2016. working pape....
   

   @unpublished{sibony:hal-01249862,
     title = {{A Multiresolution Analysis Framework for the Statistical Analysis of Incomplete Rankings}},
     author = {Sibony, Eric and Cl{\'e}men{\c c}on, St{\'e}phan and Jakubowicz, J{\'e}r{\'e}mie},
     url = {https://hal.science/hal-01249862},
     note = {working paper or preprint},
     year = {2016},
     month = jan,
     pdf = {https://hal.science/hal-01249862v1/file/arxiv_version.pdf},
     hal_id = {hal-01249862},
     hal_version = {v1}
   }
   

2015

patent

1. Procédé de suppression de la réverbération tardive d’un signal sonore
   Nicolás López, Yves Grenier, Gael Richard
   France, January 2015.
   

   @patent{lopez:hal-02412540,
     title = {{Proc{\'e}d{\'e} de suppression de la r{\'e}verb{\'e}ration tardive d'un signal sonore}},
     author = {L{\'o}pez, Nicol{\'a}s and Grenier, Yves and Richard, Gael},
     url = {https://telecom-paris.hal.science/hal-02412540},
     number = {WO2015011078},
     hal_local_reference = {NL-Brevet-2015},
     address = {France},
     year = {2015},
     month = jan,
     hal_id = {hal-02412540},
     hal_version = {v1}
   }
   

Journal Articles

1. A statistical network analysis of the HIV/AIDS epidemics in Cuba
   Stéphan Clémençon, Hector Arazoza, Fabrice Rossi, Viet Chi Tran
   Social Network Analysis and Mining, December 2015.
   

   @article{clemencon:hal-00936316,
     title = {{A statistical network analysis of the HIV/AIDS epidemics in Cuba}},
     author = {Cl{\'e}men{\c c}on, St{\'e}phan and de Arazoza, Hector and Rossi, Fabrice and Tran, Viet Chi},
     url = {https://hal.science/hal-00936316},
     journal = {{Social Network Analysis and Mining}},
     publisher = {{Springer}},
     volume = {5},
     number = {1},
     pages = {58},
     year = {2015},
     month = dec,
     doi = {10.1007/s13278-015-0291-z},
     keywords = {contact-tracing ; social network ; graph-mining ; Cuban HIV/AIDS epidemics ; clustering},
     pdf = {https://hal.science/hal-00936316v3/file/article20052015.pdf},
     hal_id = {hal-00936316},
     hal_version = {v3}
   }
   

2. Late Reverberation Synthesis: From Radiance Transfer to Feedback Delay Networks
   Hequn Bai, Laurent Daudet, Gael Richard
   IEEE/ACM Transactions on Audio, Speech and Language Processing, December 2015.
   

   @article{bai:hal-02287205,
     title = {{Late Reverberation Synthesis: From Radiance Transfer to Feedback Delay Networks}},
     author = {Bai, Hequn and Daudet, Laurent and Richard, Gael},
     url = {https://telecom-paris.hal.science/hal-02287205},
     journal = {{IEEE/ACM Transactions on Audio, Speech and Language Processing}},
     hal_local_reference = {HB:TASLP-15},
     publisher = {{Institute of Electrical and Electronics Engineers}},
     volume = {23},
     number = {12},
     pages = {2260 - 2271},
     year = {2015},
     month = dec,
     doi = {10.1109/TASLP.2015.2478116},
     keywords = {Acoustic radiance transfer ; feedback delay networks ; reverberation ; room acoustics},
     hal_id = {hal-02287205},
     hal_version = {v1}
   }
   

3. On tail index estimation based on multivariate data
   A. Dematteo, Stéphan Clémençon
   Journal of Nonparametric Statistics, December 2015.
   

   @article{dematteo:hal-02107496,
     title = {{On tail index estimation based on multivariate data}},
     author = {Dematteo, A. and Cl{\'e}men{\c c}on, St{\'e}phan},
     url = {https://telecom-paris.hal.science/hal-02107496},
     journal = {{Journal of Nonparametric Statistics}},
     publisher = {{American Statistical Association}},
     volume = {28},
     number = {1},
     pages = {152-176},
     year = {2015},
     month = dec,
     doi = {10.1080/10485252.2015.1124105},
     hal_id = {hal-02107496},
     hal_version = {v1}
   }
   

4. Accelerated, Parallel, and Proximal Coordinate Descent
   Olivier Fercoq, Peter Richtárik
   SIAM Journal on Optimization, October 2015.
   

   @article{fercoq:hal-02287265,
     title = {{Accelerated, Parallel, and Proximal Coordinate Descent}},
     author = {Fercoq, Olivier and Richt{\'a}rik, Peter},
     url = {https://telecom-paris.hal.science/hal-02287265},
     journal = {{SIAM Journal on Optimization}},
     hal_local_reference = {FR:SIOPT-2015},
     publisher = {{Society for Industrial and Applied Mathematics}},
     volume = {25},
     number = {4},
     pages = {1997--2023},
     year = {2015},
     month = oct,
     hal_id = {hal-02287265},
     hal_version = {v1}
   }
   

5. Prediction of human population responses to toxic compounds by a collaborative competition.
   Federica Eduati, Lara M Mangravite, Tao Wang, Hao Tang, J Christopher Bare, Rui Huang, Thea Norman, Mike Kellen, Michael P Menden, Yang Yang, Xiaowei Zhan, Rui Zhong, Guanghua Xiao, Menghang Xia, Nour Abdo, Oksana Kosyk, Stephen Friend, Gustavo Stolovitzky, Allen Dearry, Raymond R Tice, Anton Simeonov, Ivan Rusyn, Fred A Wright, Yang Xie, Salvatore Alaimo, Alicia Amadoz, Muhammad Ammad-Ud-Din, Chloé-Agathe Azencott, Jaume Bacardit, Pelham Barron, Elsa Bernard, Andreas Beyer, Shao Bin, Alena Bömmel, Karsten Borgwardt, April M Brys, Brian Caffrey, Jeffrey Chang, Jungsoo Chang, Eleni G Christodoulou, Mathieu Clément-Ziza, Trevor Cohen, Marianne Cowherd, Sofie Demeyer, Joaquin Dopazo, Joel D Elhard, Andre O Falcao, Alfredo Ferro, David A Friedenberg, Rosalba Giugno, Yunguo Gong, Jenni W Gorospe, Courtney A Granville, Dominik Grimm, Matthias Heinig, Rosa D Hernansaiz, Sepp Hochreiter, Hua Huang, Matthew Huska, Yunlong Jiao, Günter Klambauer, Michael Kuhn, Miron Bartosz Kursa, Rintu Kutum, Nicola Lazzarini, Inhan Lee, Michael K K Leung, Weng Khong Lim, Charlie Liu, Felipe Llinares López, Alessandro Mammana, Andreas Mayr, Tom Michoel, Misael Mongiovì, Jonathan D Moore, Ravi Narasimhan, Stephen Opiyo, Gaurav Pandey, Andrea L Peabody, Juliane Perner, Alfredo Pulvirenti, Konrad Rawlik, Susanne Reinhardt, Carol G Riffle, Douglas Ruderfer, Aaron J Sander, Richard S Savage, Erwan Scornet, Patricia Sebastian-Leon, Roded Sharan, Carl Johann Simon-Gabriel, Veronique Stoven, Jingchun Sun, Ana L Teixeira, Albert Tenesa, Jean-Philippe Vert, Martin Vingron, Thomas Walter, Sean Whalen, Zofia Wiśniewska, Yonghui Wu, Hua Xu, Shihua Zhang, Junfei Zhao, W Jim Zheng, Dai Ziwei, Julio Saez-Rodriguez, Xiaowei Xia, Guanghua Xia
   Nature Biotechnology, September 2015.
   

   @article{eduati:hal-01428019,
     title = {{Prediction of human population responses to toxic compounds by a collaborative competition.}},
     author = {Eduati, Federica and Mangravite, Lara M and Wang, Tao and Tang, Hao and Bare, J Christopher and Huang, Rui and Norman, Thea and Kellen, Mike and Menden, Michael P and Yang, Yang and Zhan, Xiaowei and Zhong, Rui and Xiao, Guanghua and Xia, Menghang and Abdo, Nour and Kosyk, Oksana and Friend, Stephen and Stolovitzky, Gustavo and Dearry, Allen and Tice, Raymond R and Simeonov, Anton and Rusyn, Ivan and Wright, Fred A and Xie, Yang and Alaimo, Salvatore and Amadoz, Alicia and Ammad-Ud-Din, Muhammad and Azencott, Chlo{\'e}-Agathe and Bacardit, Jaume and Barron, Pelham and Bernard, Elsa and Beyer, Andreas and Bin, Shao and van B{\"o}mmel, Alena and Borgwardt, Karsten and Brys, April M and Caffrey, Brian and Chang, Jeffrey and Chang, Jungsoo and Christodoulou, Eleni G and Cl{\'e}ment-Ziza, Mathieu and Cohen, Trevor and Cowherd, Marianne and Demeyer, Sofie and Dopazo, Joaquin and Elhard, Joel D and Falcao, Andre O and Ferro, Alfredo and Friedenberg, David A and Giugno, Rosalba and Gong, Yunguo and Gorospe, Jenni W and Granville, Courtney A and Grimm, Dominik and Heinig, Matthias and Hernansaiz, Rosa D and Hochreiter, Sepp and Huang, Hua and Huska, Matthew and Jiao, Yunlong and Klambauer, G{\"u}nter and Kuhn, Michael and Kursa, Miron Bartosz and Kutum, Rintu and Lazzarini, Nicola and Lee, Inhan and Leung, Michael K K and Lim, Weng Khong and Liu, Charlie and L{\'o}pez, Felipe Llinares and Mammana, Alessandro and Mayr, Andreas and Michoel, Tom and Mongiov{\`i}, Misael and Moore, Jonathan D and Narasimhan, Ravi and Opiyo, Stephen and Pandey, Gaurav and Peabody, Andrea L and Perner, Juliane and Pulvirenti, Alfredo and Rawlik, Konrad and Reinhardt, Susanne and Riffle, Carol G and Ruderfer, Douglas and Sander, Aaron J and Savage, Richard S and Scornet, Erwan and Sebastian-Leon, Patricia and Sharan, Roded and Simon-Gabriel, Carl Johann and Stoven, Veronique and Sun, Jingchun and Teixeira, Ana L and Tenesa, Albert and Vert, Jean-Philippe and Vingron, Martin and Walter, Thomas and Whalen, Sean and Wi{\'s}niewska, Zofia and Wu, Yonghui and Xu, Hua and Zhang, Shihua and Zhao, Junfei and Zheng, W Jim and Ziwei, Dai and Saez-Rodriguez, Julio and Xia, Xiaowei and Xia, Guanghua},
     url = {https://minesparis-psl.hal.science/hal-01428019},
     journal = {{Nature Biotechnology}},
     publisher = {{Nature Publishing Group}},
     volume = {33},
     number = {9},
     pages = {933-40},
     year = {2015},
     month = sep,
     doi = {10.1038/nbt.3299},
     hal_id = {hal-01428019},
     hal_version = {v1}
   }
   

6. Vers des Agents Conversationnels Animés dotés d’émotions et d’attitudes sociales
   Magalie Ochs, Yu Ding, Nesrine Fourati, Mathieu Chollet, Brian Ravenet, Florian Pecune, Nadine Glas, Ken Prepin, Chloé Clavel, Catherine Pelachaud
   Journal d’Interaction Personne-Système, September 2015.
   

   @article{ochs:hal-01190028,
     title = {{Vers des Agents Conversationnels Anim{\'e}s dot{\'e}s d'{\'e}motions et d'attitudes sociales}},
     author = {Ochs, Magalie and Ding, Yu and Fourati, Nesrine and Chollet, Mathieu and Ravenet, Brian and Pecune, Florian and Glas, Nadine and Prepin, Ken and Clavel, Chlo{\'e} and Pelachaud, Catherine},
     url = {https://hal.science/hal-01190028},
     journal = {{ Journal d'Interaction Personne-Syst{\`e}me}},
     publisher = {{Association Francophone d'Interaction Homme-Machine (AFIHM)}},
     volume = {Volume 3, Issue 2, Special Issue: Best of IHM'2013},
     number = {2},
     pages = {pp. 1-23},
     year = {2015},
     month = sep,
     doi = {10.46298/jips.1282},
     keywords = {Agent Conversationnel Anim{\'e} ; relations sociales ; attitudes sociales ; emotions ; social relations ; social attitudes},
     pdf = {https://hal.science/hal-01190028v1/file/articleJIPS-IHMGreta-sept2015.pdf},
     hal_id = {hal-01190028},
     hal_version = {v1}
   }
   

7. Surprise and human-agent interactions
   Chloé Clavel
   Review of Cognitive Linguistics, September 2015.
   

   @article{clavel:hal-01354192,
     title = {{Surprise and human-agent interactions}},
     author = {Clavel, Chlo{\'e}},
     url = {https://imt.hal.science/hal-01354192},
     journal = {{Review of Cognitive Linguistics}},
     hal_local_reference = {CC-RCL-15},
     volume = {13},
     number = {2},
     pages = {461--477},
     year = {2015},
     month = sep,
     hal_id = {hal-01354192},
     hal_version = {v1}
   }
   

8. Alpha-Stable Matrix Factorization
   Umut Şimşekli, Antoine Liutkus, Taylan Cemgil
   IEEE Signal Processing Letters, September 2015.
   

   @article{imekli:hal-01194354,
     title = {{Alpha-Stable Matrix Factorization}},
     author = {{\c S}im{\c s}ekli, Umut and Liutkus, Antoine and Cemgil, Taylan},
     url = {https://inria.hal.science/hal-01194354},
     journal = {{IEEE Signal Processing Letters}},
     publisher = {{Institute of Electrical and Electronics Engineers}},
     volume = {22},
     number = {12},
     pages = {2289 - 2293},
     year = {2015},
     month = sep,
     doi = {10.1109/LSP.2015.2477535},
     keywords = {Matrix factorization ; Stable distributions ; Markov Chain Monte Carlo},
     pdf = {https://inria.hal.science/hal-01194354v1/file/simsekli_alpha_NMF_2015.pdf},
     hal_id = {hal-01194354},
     hal_version = {v1}
   }
   

9. Classifying real-world data with the DDalpha-procedure
   Pavlo Mozharovskyi, Karl Mosler, Tatjana Lange
   Advances in Data Analysis and Classification, September 2015.
   

   @article{mozharovskyi:hal-03179752,
     title = {{Classifying real-world data with the DDalpha-procedure}},
     author = {Mozharovskyi, Pavlo and Mosler, Karl and Lange, Tatjana},
     url = {https://telecom-paris.hal.science/hal-03179752},
     journal = {{Advances in Data Analysis and Classification}},
     publisher = {{Springer Verlag}},
     volume = {9},
     number = {3},
     pages = {287-314},
     year = {2015},
     month = sep,
     doi = {10.1007/s11634-014-0180-8},
     hal_id = {hal-03179752},
     hal_version = {v1}
   }
   

10. Handy sufficient conditions for the convergence of the maximum likelihood estimator in observation-driven models
    Randal Douc, François Roueff, Tepmony Sim
    Lithuanian Mathematical Journal, July 2015.
    

    @article{douc:hal-01078073,
      title = {{Handy sufficient conditions for the convergence of the maximum likelihood estimator in observation-driven models}},
      author = {Douc, Randal and Roueff, Fran{\c c}ois and Sim, Tepmony},
      url = {https://hal.science/hal-01078073},
      journal = {{Lithuanian Mathematical Journal}},
      publisher = {{Springer Verlag}},
      volume = {55},
      number = {3},
      pages = {367--392},
      year = {2015},
      month = jul,
      doi = {10.1007/s10986-015-9286-8},
      keywords = {Time series of counts ; Observation-driven models ; Maximum likelihood ; Consistency ; Ergodicity},
      pdf = {https://hal.science/hal-01078073v2/file/odconsistency_Hal.pdf},
      hal_id = {hal-01078073},
      hal_version = {v2}
    }
    

11. TPT-Dance&Actions : un corpus multimodal d’activités humaines
    Aymeric Masurelle, Ahmed Rida Sekkat, Slim Essid, Gael Richard
    Traitement du Signal, April 2015.
    

    @article{masurelle:hal-02704820,
      title = {{TPT-Dance\&Actions : un corpus multimodal d'activit{\'e}s humaines}},
      author = {Masurelle, Aymeric and Sekkat, Ahmed Rida and Essid, Slim and Richard, Gael},
      url = {https://inria.hal.science/hal-02704820},
      journal = {{Traitement du Signal}},
      publisher = {{Lavoisier}},
      year = {2015},
      month = apr,
      doi = {10.3166/TS.32.443-475},
      hal_id = {hal-02704820},
      hal_version = {v1}
    }
    

12. Adaptative Multinomial Matrix Completion
    Olga Klopp, Jean Lafond, Eric Moulines, Joseph Salmon
    Electronic Journal of Statistics , April 2015.
    

    @article{klopp:hal-02287317,
      title = {{Adaptative Multinomial Matrix Completion}},
      author = {Klopp, Olga and Lafond, Jean and Moulines, Eric and Salmon, Joseph},
      url = {https://telecom-paris.hal.science/hal-02287317},
      journal = {{Electronic Journal of Statistics }},
      hal_local_reference = {KLMS:EJS-2015},
      publisher = {{Shaker Heights, OH : Institute of Mathematical Statistics}},
      year = {2015},
      month = apr,
      hal_id = {hal-02287317},
      hal_version = {v1}
    }
    

13. Large scale reduction principle and application to hypothesis testing
    Marianne Clausel, François Roueff, Murad Taqqu
    Electronic Journal of Statistics , February 2015.
    

    @article{clausel:hal-01030799,
      title = {{Large scale reduction principle and application to hypothesis testing}},
      author = {Clausel, Marianne and Roueff, Fran{\c c}ois and Taqqu, Murad},
      url = {https://hal.science/hal-01030799},
      journal = {{Electronic Journal of Statistics }},
      publisher = {{Shaker Heights, OH : Institute of Mathematical Statistics}},
      volume = {9},
      number = {1},
      pages = {153-203},
      year = {2015},
      month = feb,
      doi = {10.1214/15-EJS987},
      keywords = {estimation ; hypothesis testing ; wavelet transform ; self-similarity ; long-range dependence ; long memory},
      pdf = {https://hal.science/hal-01030799v1/file/submission.pdf},
      hal_id = {hal-01030799},
      hal_version = {v1}
    }
    

14. Scaling up M-estimation via sampling designs: The Horvitz-Thompson stochastic gradient descent
    Patrice Bertail, Stéphan Clémençon, Emilie Chautru
    IEEE Transactions on Big Data, January 2015.
    

    @article{bertail:hal-01707390,
      title = {{Scaling up M-estimation via sampling designs: The Horvitz-Thompson stochastic gradient descent}},
      author = {Bertail, Patrice and Cl{\'e}men{\c c}on, St{\'e}phan and Chautru, Emilie},
      url = {https://hal.science/hal-01707390},
      journal = {{IEEE Transactions on Big Data}},
      publisher = {{IEEE}},
      year = {2015},
      month = jan,
      doi = {10.1109/BigData.2014.7004208},
      hal_id = {hal-01707390},
      hal_version = {v1}
    }
    

15. On Survey Sampling and Empirical Risk Minimization
    Stéphan Clémençon, P. Bertail, Emilie Chautru
    Statistics, January 2015.
    

    @article{clemencon:hal-02286817,
      title = {{On Survey Sampling and Empirical Risk Minimization}},
      author = {Cl{\'e}men{\c c}on, St{\'e}phan and Bertail, P. and Chautru, Emilie},
      url = {https://telecom-paris.hal.science/hal-02286817},
      journal = {{Statistics}},
      hal_local_reference = {SC:STATISTICS-15},
      year = {2015},
      month = jan,
      hal_id = {hal-02286817},
      hal_version = {v1}
    }
    

16. Nonparametric estimation of mark’s distribution of an exponential Shot-noise process
    Paul Ilhe, Eric Moulines, François Roueff, Antoine Souloumiac
    Electronic Journal of Statistics , 2015.
    

    @article{ilhe:hal-01164121,
      title = {{Nonparametric estimation of mark's distribution of an exponential Shot-noise process}},
      author = {Ilhe, Paul and Moulines, Eric and Roueff, Fran{\c c}ois and Souloumiac, Antoine},
      url = {https://imt.hal.science/hal-01164121},
      journal = {{Electronic Journal of Statistics }},
      publisher = {{Shaker Heights, OH : Institute of Mathematical Statistics}},
      volume = {9},
      number = {2},
      pages = {3098-3123},
      year = {2015},
      doi = {10.1214/15-EJS1103},
      keywords = {Shot-noise ; signal processing ; pileup ; Levy-driven Ornstein-Uhlenbeck process ; nonparametric estimation ; Markov process ; empirical processes ; $\beta$ mixing},
      pdf = {https://imt.hal.science/hal-01164121v2/file/main2HAL.pdf},
      hal_id = {hal-01164121},
      hal_version = {v2}
    }
    

17. Towards the generation of dialogue acts in socio-affective ECAs: a corpus-based prosodic analysis
    Rachel Bawden, Chloé Clavel, Frédéric Landragin
    Language Resources and Evaluation, 2015.
    

    @article{bawden:hal-01353855,
      title = {{Towards the generation of dialogue acts in socio-affective ECAs: a corpus-based prosodic analysis}},
      author = {Bawden, Rachel and Clavel, Chlo{\'e} and Landragin, Fr{\'e}d{\'e}ric},
      url = {https://hal.science/hal-01353855},
      journal = {{Language Resources and Evaluation}},
      publisher = {{Springer Verlag}},
      volume = {50},
      number = {4},
      pages = {821-838},
      year = {2015},
      doi = {10.1007/s10579-015-9312-9},
      keywords = {Embodied conversational agents ; Prosody ; Dialogue acts},
      pdf = {https://hal.science/hal-01353855v1/file/RB_CC_FL_dialogueActs_LRE2015.pdf},
      hal_id = {hal-01353855},
      hal_version = {v1}
    }
    

18. Nonparametric estimation of the mixing density using polynomials
    Tabea Rebafka, François Roueff
    Mathematical Methods of Statistics, 2015.
    

    @article{rebafka:hal-00458648,
      title = {{Nonparametric estimation of the mixing density using polynomials}},
      author = {Rebafka, Tabea and Roueff, Fran{\c c}ois},
      url = {https://hal.science/hal-00458648},
      journal = {{Mathematical Methods of Statistics}},
      publisher = {{Springer}},
      volume = {24},
      number = {3},
      pages = {200--224},
      year = {2015},
      keywords = {Mixing density ; nonparametric estimation ; exponential mixture ; scale mixture ; Gamma shape mixture ; polynomial approximation},
      pdf = {https://hal.science/hal-00458648v2/file/minimax_expmix.pdf},
      hal_id = {hal-00458648},
      hal_version = {v2}
    }
    

19. Aggregation of predictors for non stationary sub-linear processes and online adaptive forecasting of time varying autoregressive processes
    Christophe Giraud, François Roueff, Andres Sanchez-Perez
    Annals of Statistics, 2015.
    

    @article{giraud:hal-00984064,
      title = {{Aggregation of predictors for non stationary sub-linear processes and online adaptive forecasting of time varying autoregressive processes}},
      author = {Giraud, Christophe and Roueff, Fran{\c c}ois and Sanchez-Perez, Andres},
      url = {https://hal.science/hal-00984064},
      journal = {{Annals of Statistics}},
      publisher = {{Institute of Mathematical Statistics}},
      volume = {43},
      number = {6},
      pages = {2412--2450},
      year = {2015},
      doi = {10.1214/15-AOS1345},
      keywords = {online learning ; exponential weighted aggregation ; non-stationary time series ; time-varying autoregressive processes ; adaptive prediction},
      pdf = {https://hal.science/hal-00984064v4/file/article.pdf},
      hal_id = {hal-00984064},
      hal_version = {v4}
    }
    

20. On Computer-Intensive Simulation and Estimation Methods for Rare Event Analysis in Epidemic Models
    Stéphan Clémençon, Anthony Cousien, Miraine Dávila Felipe, Viet Chi Tran
    Statistics in Medicine, 2015.
    

    @article{clemencon:hal-00854458,
      title = {{On Computer-Intensive Simulation and Estimation Methods for Rare Event Analysis in Epidemic Models}},
      author = {Cl{\'e}men{\c c}on, St{\'e}phan and Cousien, Anthony and D{\'a}vila Felipe, Miraine and Tran, Viet Chi},
      url = {https://hal.science/hal-00854458},
      journal = {{Statistics in Medicine}},
      publisher = {{Wiley-Blackwell}},
      volume = {34},
      number = {28},
      pages = {3696-3713},
      year = {2015},
      doi = {10.1002/sim.6596},
      keywords = {Stochastic epidemic model ; interacting branching particle system ; importance sampling ; genetic models ; multilevel splitting ; rare event analysis ; Monte-Carlo simulation},
      pdf = {https://hal.science/hal-00854458v1/file/Rare_sub_HAL.pdf},
      hal_id = {hal-00854458},
      hal_version = {v1}
    }
    

21. Tail index estimation based on survey data
    Patrice Bertail, Emilie Chautru, Stéphan Clémençon
    ESAIM: Probability and Statistics, 2015.
    

    @article{bertail:hal-01468900,
      title = {{Tail index estimation based on survey data}},
      author = {Bertail, Patrice and Chautru, Emilie and Cl{\'e}men{\c c}on, St{\'e}phan},
      url = {https://hal.science/hal-01468900},
      journal = {{ESAIM: Probability and Statistics}},
      publisher = {{EDP Sciences}},
      volume = {19},
      pages = {28 - 59},
      year = {2015},
      doi = {10.1051/ps/2014011},
      keywords = {rejective sampling ; Survey sampling ; tail index estimation ; Hill estimator ; Poisson survey scheme},
      hal_id = {hal-01468900},
      hal_version = {v1}
    }
    

22. Convergence to stable laws in the space D
    François Roueff, Philippe Soulier
    Journal of Applied Probability, 2015.
    

    @article{roueff:hal-00755255,
      title = {{Convergence to stable laws in the space $D$}},
      author = {Roueff, Fran{\c c}ois and Soulier, Philippe},
      url = {https://hal.science/hal-00755255},
      journal = {{Journal of Applied Probability}},
      publisher = {{Cambridge University press}},
      volume = {52},
      number = {1},
      pages = {1-17},
      year = {2015},
      keywords = {Regular variation ; stable processes ; functional convergence. ; functional convergence},
      pdf = {https://hal.science/hal-00755255v3/file/roueff-soulier-stable-final.pdf},
      hal_id = {hal-00755255},
      hal_version = {v3}
    }
    

23. Adaptive Multinomial Matrix Completion
    Olga Klopp, Jean Lafond, Eric Moulines, Joseph Salmon
    Electronic Journal of Statistics , 2015.
    

    @article{klopp:hal-01058447,
      title = {{Adaptive Multinomial Matrix Completion}},
      author = {Klopp, Olga and Lafond, Jean and Moulines, Eric and Salmon, Joseph},
      url = {https://hal.science/hal-01058447},
      journal = {{Electronic Journal of Statistics }},
      publisher = {{Shaker Heights, OH : Institute of Mathematical Statistics}},
      year = {2015},
      keywords = {Low rank matrix estimation ; matrix completion ; multinomial model},
      pdf = {https://hal.science/hal-01058447v1/file/ejs14.pdf},
      hal_id = {hal-01058447},
      hal_version = {v1}
    }
    

24. Bootstrapping robust statistics for markovian data. Applications to regenerative R-statistics and L-statistics
    Patrice Bertail, Stéphan Clémençon, Jessica Tressou
    Journal of Time Series Analysis, 2015.
    

    @article{bertail:hal-01197650,
      title = {{Bootstrapping robust statistics for markovian data. Applications to regenerative R-statistics and L-statistics}},
      author = {Bertail, Patrice and Cl{\'e}men{\c c}on, St{\'e}phan and Tressou, Jessica},
      url = {https://hal.science/hal-01197650},
      journal = {{Journal of Time Series Analysis}},
      publisher = {{Wiley-Blackwell}},
      volume = {36},
      number = {3},
      pages = {462-480},
      year = {2015},
      doi = {10.1111/jtsa.12105},
      keywords = {bootstrap ; signed linear rank statistic ; L-statistic ; statistical hypothesis testing ; Markov chain ; robustness ; regenerative method},
      hal_id = {hal-01197650},
      hal_version = {v1}
    }
    

25. Handwritten word recognition using Web resources and recurrent neural networks
    C. Oprean, Laurence Likforman-Sulem, A. Popescu, C. Mokbel
    International Journal on Document Analysis and Recognition, 2015.
    

    @article{oprean:hal-01845537,
      title = {{Handwritten word recognition using Web resources and recurrent neural networks}},
      author = {Oprean, C. and Likforman-Sulem, Laurence and Popescu, A. and Mokbel, C.},
      url = {https://hal.science/hal-01845537},
      journal = {{International Journal on Document Analysis and Recognition}},
      volume = {18},
      number = {4},
      pages = {287-301},
      year = {2015},
      doi = {10.1007/s10032-015-0251-1},
      keywords = {Character recognition ;  Computational linguistics ;  Linguistics ;  Vocabulary control ;  World Wide Web ;  Dynamic dictionaries ;  Handwriting recognition ;  Handwritten word recognition ;  Linguistic resources ;  N-gram language models ;  Out of vocabulary words ;  Recurrent neural network (RNN) ;  Web resources ;  Recurrent neural networks},
      hal_id = {hal-01845537},
      hal_version = {v1}
    }
    

Theses

1. Coordination of Self-Organizing Network (SON) functions in next generation radio access networks
   Ovidiu Constantin Iacoboaiea
   October 2015.
   

   @phdthesis{iacoboaiea:tel-01883316,
     title = {{Coordination of Self-Organizing Network (SON) functions in next generation radio access networks}},
     author = {Iacoboaiea, Ovidiu Constantin},
     url = {https://pastel.hal.science/tel-01883316},
     school = {{Telecom paristech}},
     year = {2015},
     month = oct,
     keywords = {Self-optimization ; SON coordination ; SON conflict diagnosis ; SON conflict resolution ; Auto-optimisation ; SON ; coordination SON ; SONCO ; le diagnostic des conflits ; la r{\'e}solution des conflits ; LTE-A ; LTE ; HetNets ; CAPEX ; OPEX},
     type = {Theses},
     pdf = {https://pastel.hal.science/tel-01883316v1/file/PhD_IOC_v21.pdf},
     hal_id = {tel-01883316},
     hal_version = {v1}
   }
   

Book Chapters

1. Adaptive Sampling for Incremental Optimization Using Stochastic Gradient Descent
   Guillaume Papa, Pascal Bianchi, Stéphan Clémençon
   Adaptive Sampling for Incremental Optimization Using Stochastic Gradient Descent, October 2015.
   

   @incollection{papa:hal-02107465,
     title = {{Adaptive Sampling for Incremental Optimization Using Stochastic Gradient Descent}},
     author = {Papa, Guillaume and Bianchi, Pascal and Cl{\'e}men{\c c}on, St{\'e}phan},
     url = {https://telecom-paris.hal.science/hal-02107465},
     booktitle = {{Adaptive Sampling for Incremental Optimization Using Stochastic Gradient Descent}},
     pages = {317-331},
     year = {2015},
     month = oct,
     hal_id = {hal-02107465},
     hal_version = {v1}
   }
   

2. Extending Gossip Algorithms to Distributed Estimation of U -Statistics
   Igor Colin, Joseph Salmon, Stéphan Clémençon, Aurélien Bellet
   Extending Gossip Algorithms to Distributed Estimation of U -Statistics, 2015.
   

   @incollection{colin:hal-02107483,
     title = {{Extending Gossip Algorithms to Distributed Estimation of U -Statistics}},
     author = {Colin, Igor and Salmon, Joseph and Cl{\'e}men{\c c}on, St{\'e}phan and Bellet, Aur{\'e}lien},
     url = {https://telecom-paris.hal.science/hal-02107483},
     booktitle = {{Extending Gossip Algorithms to Distributed Estimation of U -Statistics}},
     year = {2015},
     pdf = {https://telecom-paris.hal.science/hal-02107483v1/file/5747-extending-gossip-algorithms-to-distributed-estimation-of-u-statistics.pdf},
     hal_id = {hal-02107483},
     hal_version = {v1}
   }
   

3. SGD Algorithms based on Incomplete U -statistics: Large-Scale Minimization of Empirical Risk
   Guillaume Papa, Stéphan Clémençon, Aurélien Bellet
   SGD Algorithms based on Incomplete U -statistics: Large-Scale Minimization of Empirical Risk, 2015.
   

   @incollection{papa:hal-02107492,
     title = {{SGD Algorithms based on Incomplete U -statistics: Large-Scale Minimization of Empirical Risk}},
     author = {Papa, Guillaume and Cl{\'e}men{\c c}on, St{\'e}phan and Bellet, Aur{\'e}lien},
     url = {https://telecom-paris.hal.science/hal-02107492},
     booktitle = {{SGD Algorithms based on Incomplete U -statistics: Large-Scale Minimization of Empirical Risk}},
     series = {Advances in Neural Information Processing Systems 28 (NIPS 2015)},
     year = {2015},
     pdf = {https://telecom-paris.hal.science/hal-02107492v1/file/5819-sgd-algorithms-based-on-incomplete-u-statistics-large-scale-minimization-of-empirical-risk.pdf},
     hal_id = {hal-02107492},
     hal_version = {v1}
   }
   

4. MRA-based Statistical Learning from Incomplete Rankings Stéphan Clémençon
   Eric Sibony, Stéphan Clémençon, Jérémie Jakubowicz
   MRA-based Statistical Learning from Incomplete Rankings Stéphan Clémençon, 2015.
   

   @incollection{sibony:hal-02107459,
     title = {{MRA-based Statistical Learning from Incomplete Rankings St{\'e}phan Cl{\'e}men{\c c}on}},
     author = {Sibony, Eric and Cl{\'e}men{\c c}on, St{\'e}phan and Jakubowicz, J{\'e}r{\'e}mie},
     url = {https://telecom-paris.hal.science/hal-02107459},
     booktitle = {{MRA-based Statistical Learning from Incomplete Rankings St{\'e}phan Cl{\'e}men{\c c}on}},
     year = {2015},
     pdf = {https://telecom-paris.hal.science/hal-02107459v1/file/sibony15.pdf},
     hal_id = {hal-02107459},
     hal_version = {v1}
   }
   

Unpublished

1. Input Output Kernel Regression
   Celine Brouard, Florence d’Alché-Buc, Marie Szafranski
   October 2015. working pape....
   

   @unpublished{brouard:hal-01216708,
     title = {{Input Output Kernel Regression}},
     author = {Brouard, Celine and d'Alch{\'e}-Buc, Florence and Szafranski, Marie},
     url = {https://hal.science/hal-01216708},
     note = {working paper or preprint},
     year = {2015},
     month = oct,
     keywords = {Structured output prediction ; Output kernel regression ; Operator-valued kernel ; Vector-valued RKHS ; Semi-supervised learning},
     pdf = {https://hal.science/hal-01216708v1/file/Input_Output_Kernel_Regression.pdf},
     hal_id = {hal-01216708},
     hal_version = {v1}
   }
   

2. AUC Optimisation and Collaborative Filtering
   Charanpal Dhanjal, Romaric Gaudel, Stéphan Clémençon
   August 2015. working pape....
   

   @unpublished{dhanjal:hal-01185836,
     title = {{AUC Optimisation and Collaborative Filtering}},
     author = {Dhanjal, Charanpal and Gaudel, Romaric and Cl{\'e}men{\c c}on, St{\'e}phan},
     url = {https://hal.science/hal-01185836},
     note = {working paper or preprint},
     year = {2015},
     month = aug,
     keywords = {AUC ; collaborative filtering ; implicit recommendation ; matrix factorisation ; rademacher theory},
     pdf = {https://hal.science/hal-01185836v1/file/LocalRankingArxiv.pdf},
     hal_id = {hal-01185836},
     hal_version = {v1}
   }
   

3. Fast Langevin based algorithm for MCMC in high dimensions
   Alain Durmus, Roberts O. Gareth, Gilles Vilmart, Konstantinos Zygalakis
   July 2015. 33 pages.
   

   @unpublished{durmus:hal-01174226,
     title = {{Fast Langevin based algorithm for MCMC in high dimensions}},
     author = {Durmus, Alain and Gareth, Roberts O. and Vilmart, Gilles and Zygalakis, Konstantinos},
     url = {https://hal.science/hal-01174226},
     note = {33 pages},
     year = {2015},
     month = jul,
     keywords = {Hasting-Metropolis algorithm ; Markov Chain Monte-Carlo method ; modified equations},
     pdf = {https://hal.science/hal-01174226v1/file/MCMC_DGVZ.pdf},
     hal_id = {hal-01174226},
     hal_version = {v1}
   }
   

4. Sparse pairwise Markov model learning for anomaly detection in heterogeneous data
   Romain Laby, Alexandre Gramfort, François Roueff, Cyrille Enderli, Larroque Alain
   June 2015. working pape....
   

   @unpublished{laby:hal-01167391,
     title = {{Sparse pairwise Markov model learning for anomaly detection in heterogeneous data}},
     author = {Laby, Romain and Gramfort, Alexandre and Roueff, Fran{\c c}ois and Enderli, Cyrille and Alain, Larroque},
     url = {https://imt.hal.science/hal-01167391},
     note = {working paper or preprint},
     year = {2015},
     month = jun,
     pdf = {https://imt.hal.science/hal-01167391v1/file/version_hal.pdf},
     hal_id = {hal-01167391},
     hal_version = {v1}
   }
   

5. Learning the dependence structure of rare events: a non-asymptotic study
   Nicolas Goix, Anne Sabourin, Stéphan Clémençon
   May 2015. working pape....
   

   @unpublished{goix:hal-01148834,
     title = {{Learning the dependence structure of rare events: a non-asymptotic study}},
     author = {Goix, Nicolas and Sabourin, Anne and Cl{\'e}men{\c c}on, St{\'e}phan},
     url = {https://hal.science/hal-01148834},
     note = {working paper or preprint},
     year = {2015},
     month = may,
     keywords = {concentration inequalities ; multivariate extremes ; stable tail dependence function ; VC theory ; extreme data classification ; Unsupervised Learning},
     pdf = {https://hal.science/hal-01148834v1/file/Colt2015.pdf},
     hal_id = {hal-01148834},
     hal_version = {v1}
   }
   

6. Late Reverberation Synthesis: From Radiance Transfer to Feedback Delay Networks
   Bai Hequn, Gael Richard, Laurent Daudet
   February 2015. working pape....
   

   @unpublished{hequn:hal-01142568,
     title = {{Late Reverberation Synthesis: From Radiance Transfer to Feedback Delay Networks}},
     author = {Hequn, Bai and Richard, Gael and Daudet, Laurent},
     url = {https://hal.science/hal-01142568},
     note = {working paper or preprint},
     year = {2015},
     month = feb,
     keywords = {Room acoustics ; reverberation ; Feedback Delay Networks ; Acoustic Radiance Transfer},
     pdf = {https://hal.science/hal-01142568v1/file/scifile.pdf},
     hal_id = {hal-01142568},
     hal_version = {v1}
   }
   

proceedings

1. Collaborative Filtering with Localised Ranking
   Charanpal Dhanjal, Romaric Gaudel, Stéphan Clémençon
   May 2015.
   

   @proceedings{dhanjal:hal-01255890,
     title = {{Collaborative Filtering with Localised Ranking}},
     author = {Dhanjal, Charanpal and Gaudel, Romaric and Cl{\'e}men{\c c}on, St{\'e}phan},
     url = {https://inria.hal.science/hal-01255890},
     series = {Proceedings of},
     pages = {7},
     year = {2015},
     month = may,
     keywords = {Recommender Systems ; Collaborative Filtering ; Matrix completion ; Learn to Rank},
     hal_id = {hal-01255890},
     hal_version = {v1}
   }
   

2. Learning the dependence structure of rare events: a non-asymptotic study
   Nicolas Goix, Anne Sabourin, Stéphan Clémençon
   March 2015.
   

   @proceedings{goix:hal-02107454,
     title = {{Learning the dependence structure of rare events: a non-asymptotic study}},
     author = {Goix, Nicolas and Sabourin, Anne and Cl{\'e}men{\c c}on, St{\'e}phan},
     url = {https://telecom-paris.hal.science/hal-02107454},
     volume = {40},
     pages = {1 - 18},
     year = {2015},
     month = mar,
     keywords = {extreme data classification ; concentration inequalities ; VC theory ; multivariate extremes ; stable tail dependence function},
     pdf = {https://telecom-paris.hal.science/hal-02107454v1/file/Goix15.pdf},
     hal_id = {hal-02107454},
     hal_version = {v1}
   }
   

Technical Reports

1. Phase reconstruction of spectrograms with linear unwrapping : application to audio signal restoration
   Paul Magron, Roland Badeau, Bertrand David
   April 2015.
   

   @techreport{magron:hal-02287339,
     title = {{Phase reconstruction of spectrograms with linear unwrapping : application to audio signal restoration}},
     author = {Magron, Paul and Badeau, Roland and David, Bertrand},
     url = {https://telecom-paris.hal.science/hal-02287339},
     type = {Research Report},
     number = {2015D002},
     institution = {{T{\'e}l{\'e}com ParisTech}},
     year = {2015},
     month = apr,
     keywords = {Phase reconstruction ; sinusoidal modeling ; linear unwrapping ; phase consistency ; audio restoration},
     pdf = {https://telecom-paris.hal.science/hal-02287339v1/file/phase_unwrapping_tech_rep.pdf},
     hal_id = {hal-02287339},
     hal_version = {v1}
   }
   

Conference Articles

1. GAP Safe screening rules for sparse multi-task and multi-class models
   Eugène Ndiaye, Olivier Fercoq, Alexandre Gramfort, Joseph Salmon
   Conference on Neural Information Processing Systems, Montréal, Canada, December 2015.
   

   @inproceedings{ndiaye:hal-02287197,
     title = {{GAP Safe screening rules for sparse multi-task and multi-class models}},
     author = {Ndiaye, Eug{\`e}ne and Fercoq, Olivier and Gramfort, Alexandre and Salmon, Joseph},
     url = {https://telecom-paris.hal.science/hal-02287197},
     booktitle = {{Conference on Neural Information Processing Systems}},
     address = {Montr{\'e}al, Canada},
     hal_local_reference = {NFSG:NIPS-15},
     year = {2015},
     month = dec,
     hal_id = {hal-02287197},
     hal_version = {v1}
   }
   

2. Multiresolution analysis for the statistical analysis of incomplete rankings
   Stéphan Clémençon, Eric Sibony, Anna Korba
   NIPS 2015 - Workshop on Multiresolution Methods for Large Scale Learning, Montreal, Canada, December 2015.
   

   @inproceedings{clemencon:hal-02287282,
     title = {{Multiresolution analysis for the statistical analysis of incomplete rankings}},
     author = {Cl{\'e}men{\c c}on, St{\'e}phan and Sibony, Eric and Korba, Anna},
     url = {https://telecom-paris.hal.science/hal-02287282},
     booktitle = {{NIPS 2015 - Workshop on Multiresolution Methods for Large Scale Learning}},
     address = {Montreal, Canada},
     hal_local_reference = {SC:NIPSWS-15},
     year = {2015},
     month = dec,
     hal_id = {hal-02287282},
     hal_version = {v1}
   }
   

3. Extending Gossip Algorithms to Distributed Estimation of U-statistics
   Igor Colin, Aurélien Bellet, Joseph Salmon, Stéphan Clémençon
   Annual Conference on Neural Information Processing Systems (NIPS), Montréal, Canada, December 2015.
   

   @inproceedings{colin:hal-01214665,
     title = {{Extending Gossip Algorithms to Distributed Estimation of U-statistics}},
     author = {Colin, Igor and Bellet, Aur{\'e}lien and Salmon, Joseph and Cl{\'e}men{\c c}on, St{\'e}phan},
     url = {https://inria.hal.science/hal-01214665},
     booktitle = {{Annual Conference on Neural Information Processing Systems (NIPS)}},
     address = {Montr{\'e}al, Canada},
     year = {2015},
     month = dec,
     pdf = {https://inria.hal.science/hal-01214665v1/file/nips15_gossip.pdf},
     hal_id = {hal-01214665},
     hal_version = {v1}
   }
   

4. SGD Algorithms based on Incomplete U-statistics: Large-Scale Minimization of Empirical Risk
   Guillaume Papa, Stéphan Clémençon, Aurélien Bellet
   Annual Conference on Neural Information Processing Systems (NIPS), Montréal, Canada, December 2015.
   

   @inproceedings{papa:hal-01214667,
     title = {{SGD Algorithms based on Incomplete U-statistics: Large-Scale Minimization of Empirical Risk}},
     author = {Papa, Guillaume and Cl{\'e}men{\c c}on, St{\'e}phan and Bellet, Aur{\'e}lien},
     url = {https://inria.hal.science/hal-01214667},
     booktitle = {{Annual Conference on Neural Information Processing Systems (NIPS)}},
     address = {Montr{\'e}al, Canada},
     year = {2015},
     month = dec,
     pdf = {https://inria.hal.science/hal-01214667v1/file/nips15_sgd.pdf},
     hal_id = {hal-01214667},
     hal_version = {v1}
   }
   

5. On the convergence of a stochastic proximal point algorithm
   Pascal Bianchi
   CAMSAP, Cancun, Mexico, October 2015.
   

   @inproceedings{bianchi:hal-02412178,
     title = {{On the convergence of a stochastic proximal point algorithm}},
     author = {Bianchi, Pascal},
     url = {https://telecom-paris.hal.science/hal-02412178},
     booktitle = {{CAMSAP}},
     address = {Cancun, Mexico},
     hal_local_reference = {Bia:camsap15},
     year = {2015},
     month = oct,
     hal_id = {hal-02412178},
     hal_version = {v1}
   }
   

6. Geometric-Based Reverberator Using Acoustic Rendering Networks
   Hequn Bai, Laurent Daudet, Gael Richard
   IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), New Paltz, New York, United States, October 2015.
   

   @inproceedings{bai:hal-02287206,
     title = {{Geometric-Based Reverberator Using Acoustic Rendering Networks}},
     author = {Bai, Hequn and Daudet, Laurent and Richard, Gael},
     url = {https://telecom-paris.hal.science/hal-02287206},
     booktitle = {{IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA)}},
     address = {New Paltz, New York, United States},
     hal_local_reference = {HB:WASPAA-15},
     year = {2015},
     month = oct,
     keywords = {Room acoustics ; reverberation ; feedback delay networks ; acoustic rendering equation},
     hal_id = {hal-02287206},
     hal_version = {v1}
   }
   

7. Cauchy Nonnegative Matrix Factorization
   Antoine Liutkus, Derry Fitzgerald, Roland Badeau
   IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), New Paltz, NY, United States, October 2015.
   

   @inproceedings{liutkus:hal-01170924,
     title = {{Cauchy Nonnegative Matrix Factorization}},
     author = {Liutkus, Antoine and Fitzgerald, Derry and Badeau, Roland},
     url = {https://inria.hal.science/hal-01170924},
     booktitle = {{IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA)}},
     address = {New Paltz, NY, United States},
     year = {2015},
     month = oct,
     keywords = {probabilistic modeling ; NMF ; audio ; Cauchy distribution ; robust estimation},
     pdf = {https://inria.hal.science/hal-01170924v1/file/CauchyNMF-WASPAA2015.pdf},
     hal_id = {hal-01170924},
     hal_version = {v1}
   }
   

8. MULTICHANNEL AUDIO SOURCE SEPARATION WITH PROBABILISTIC REVERBERATION MODELING
   Simon Leglaive, Roland Badeau, Gael Richard
   Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), New Paltz, NY, United States, October 2015.
   

   @inproceedings{leglaive:hal-01219635,
     title = {{MULTICHANNEL AUDIO SOURCE SEPARATION WITH PROBABILISTIC REVERBERATION MODELING}},
     author = {Leglaive, Simon and Badeau, Roland and Richard, Gael},
     url = {https://inria.hal.science/hal-01219635},
     booktitle = {{Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA)}},
     address = {New Paltz, NY, United States},
     editor = {IEEE},
     pages = {5},
     year = {2015},
     month = oct,
     keywords = {Blind audio source separation ; Under-determined convolutive mixtures ; Probabilistic prior ; MAP estimation ; EM algorithm},
     pdf = {https://inria.hal.science/hal-01219635v1/file/Leglaive-WASPAA-2015.pdf},
     hal_id = {hal-01219635},
     hal_version = {v1}
   }
   

9. PHASE RECONSTRUCTION OF SPECTROGRAMS BASED ON A MODEL OF REPEATED AUDIO EVENTS
   Paul Magron, Roland Badeau, Bertrand David
   Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), New Paltz, NY, United States, October 2015.
   

   @inproceedings{magron:hal-01219637,
     title = {{PHASE RECONSTRUCTION OF SPECTROGRAMS BASED ON A MODEL OF REPEATED AUDIO EVENTS}},
     author = {Magron, Paul and Badeau, Roland and David, Bertrand},
     url = {https://inria.hal.science/hal-01219637},
     booktitle = {{Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA)}},
     address = {New Paltz, NY, United States},
     editor = {IEEE},
     pages = {5},
     year = {2015},
     month = oct,
     keywords = {Phase repetitions ; phase reconstruction ; audio source separation ; time-frequency analysis},
     pdf = {https://inria.hal.science/hal-01219637v1/file/Magron-WASPAA-2015.pdf},
     hal_id = {hal-01219637},
     hal_version = {v1}
   }
   

10. Early frame-based detection of acoustic scenes
    Maxime Sangnier, Jérôme Gauthier, Alain Rakotomamonjy
    IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) 2015, New Paltz, United States, October 2015.
    

    @inproceedings{sangnier:hal-01890049,
      title = {{Early frame-based detection of acoustic scenes}},
      author = {Sangnier, Maxime and Gauthier, J{\'e}r{\^o}me and Rakotomamonjy, Alain},
      url = {https://hal.science/hal-01890049},
      booktitle = {{IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) 2015}},
      address = {New Paltz, United States},
      publisher = {{IEEE}},
      pages = {7336884},
      year = {2015},
      month = oct,
      doi = {10.1109/WASPAA.2015.7336884},
      keywords = {acoustic scenes ; frame-based detection ; audio signal processing ; acoustic signal processing ; Acoustics ; Reliability ; Detectors ; landmarking space ; Early detection ; event detection ; scene analysis ; classification ; signal processing ; artificial intelligence ; machine learning ; temporal sequences ; scene occurrence ; decision function ; continuous audio stream},
      pdf = {https://hal.science/hal-01890049v1/file/article_MaximeSangnier_waspaa2015.pdf},
      hal_id = {hal-01890049},
      hal_version = {v1}
    }
    

11. Méthode Structurée de décomposition en matrices non- négatives appliquéè a la séparation de sources audio
    Clément Laroche, Matthieu Kowalski, Hélène Papadopoulos, Gael Richard
    25eme Colloque GRETSI 2015, Lyon, France, September 2015.
    

    @inproceedings{laroche:hal-01199648,
      title = {{M{\'e}thode Structur{\'e}e de d{\'e}composition en matrices non- n{\'e}gatives appliqu{\'e}{\`e} a la s{\'e}paration de sources audio}},
      author = {Laroche, Cl{\'e}ment and Kowalski, Matthieu and Papadopoulos, H{\'e}l{\`e}ne and Richard, Gael},
      url = {https://hal.science/hal-01199648},
      booktitle = {{25eme Colloque GRETSI 2015}},
      address = {Lyon, France},
      year = {2015},
      month = sep,
      pdf = {https://hal.science/hal-01199648v1/file/Laroche_gretsi.pdf},
      hal_id = {hal-01199648},
      hal_version = {v1}
    }
    

12. Estimation non-paramétrique de la loi des marques d’un shot-noise exponentiel
    Paul Ilhe, Eric Moulines, François Roueff, Antoine Souloumiac
    25e Colloque francophone de traitement du signal et des images (GRETSI 2015), Lyon, France, September 2015.
    

    @inproceedings{ilhe:hal-02437193,
      title = {{Estimation non-param{\'e}trique de la loi des marques d'un shot-noise exponentiel}},
      author = {Ilhe, Paul and Moulines, Eric and Roueff, Fran{\c c}ois and Souloumiac, Antoine},
      url = {https://hal.science/hal-02437193},
      booktitle = {{25e Colloque francophone de traitement du signal et des images (GRETSI 2015)}},
      address = {Lyon, France},
      series = {Proceedings du 25{\`e}me Colloque GRETSI sur le Traitement du Signal et des Images},
      year = {2015},
      month = sep,
      keywords = {shot-noise process ; signal processing ; nonparametric estimation ; pile-up ; estimator ; mark density},
      pdf = {https://hal.science/hal-02437193v1/file/article_PaulIlhe_Gretsi-ESN-2015.pdf},
      hal_id = {hal-02437193},
      hal_version = {v1}
    }
    

13. A priori probabiliste anéchoïque pour la séparation sous-déterminée de sources sonores en milieu réverbérant
    Simon Leglaive, Roland Badeau, Gael Richard
    Colloque GRETSI, Lyon, France, September 2015.
    

    @inproceedings{leglaive:hal-01206808,
      title = {{A priori probabiliste an{\'e}cho{\"i}que pour la s{\'e}paration sous-d{\'e}termin{\'e}e de sources sonores en milieu r{\'e}verb{\'e}rant}},
      author = {Leglaive, Simon and Badeau, Roland and Richard, Gael},
      url = {https://imt.hal.science/hal-01206808},
      booktitle = {{Colloque GRETSI}},
      address = {Lyon, France},
      hal_local_reference = {SL:GRETSI-15},
      year = {2015},
      month = sep,
      pdf = {https://imt.hal.science/hal-01206808v1/file/inproceedings-2015-15534-3.pdf},
      hal_id = {hal-01206808},
      hal_version = {v1}
    }
    

14. LIMSI@WMT’15 : Translation Task
    Benjamin Marie, Alexandre Allauzen, Franck Burlot, Quoc-Khanh Do, Julia Ive, Elena Knyazeva, Matthieu Labeau, Thomas Lavergne, Kevin Löser, Nicolas Pécheux, François Yvon
    Proceedings of the Tenth Workshop on Statistical Machine Translation, Lisbon, Portugal, September 2015.
    

    @inproceedings{marie:hal-02912383,
      title = {{LIMSI$@$WMT'15 : Translation Task}},
      author = {Marie, Benjamin and Allauzen, Alexandre and Burlot, Franck and Do, Quoc-Khanh and Ive, Julia and Knyazeva, Elena and Labeau, Matthieu and Lavergne, Thomas and L{\"o}ser, Kevin and P{\'e}cheux, Nicolas and Yvon, Fran{\c c}ois},
      url = {https://hal.science/hal-02912383},
      booktitle = {{Proceedings of the Tenth Workshop on Statistical Machine Translation}},
      address = {Lisbon, Portugal},
      publisher = {{Association for Computational Linguistics}},
      pages = {145-151},
      year = {2015},
      month = sep,
      doi = {10.18653/v1/W15-3016},
      hal_id = {hal-02912383},
      hal_version = {v1}
    }
    

15. Calibration du test de rapport de vraisemblance généralisé pour la détection d’une onde plane traversant un réseau de capteurs
    Adrien Nouvellet, François Roueff, Maurice Charbit, Alexis Le Pichon
    Gresti, Lyon, France, September 2015.
    

    @inproceedings{nouvellet:hal-02287216,
      title = {{Calibration du test de rapport de vraisemblance g{\'e}n{\'e}ralis{\'e} pour la d{\'e}tection d'une onde plane traversant un r{\'e}seau de capteurs}},
      author = {Nouvellet, Adrien and Roueff, Fran{\c c}ois and Charbit, Maurice and Le Pichon, Alexis},
      url = {https://telecom-paris.hal.science/hal-02287216},
      booktitle = {{Gresti}},
      address = {Lyon, France},
      hal_local_reference = {NA:GRETSI-15},
      year = {2015},
      month = sep,
      hal_id = {hal-02287216},
      hal_version = {v1}
    }
    

16. Hog and Subband power distribution image features for acoustic scene classification
    Victor Bisot, Slim Essid, Gael Richard
    EUSIPCO, Nice, France, September 2015.
    

    @inproceedings{bisot:hal-02287266,
      title = {{Hog and Subband power distribution image features for acoustic scene classification}},
      author = {Bisot, Victor and Essid, Slim and Richard, Gael},
      url = {https://telecom-paris.hal.science/hal-02287266},
      booktitle = {{EUSIPCO}},
      address = {Nice, France},
      hal_local_reference = {bisot2015hog},
      pages = {719-723},
      year = {2015},
      month = sep,
      keywords = {Acoustic scene classification ; subband power distribution image ; Sinkhorn distance ; support vector machine},
      hal_id = {hal-02287266},
      hal_version = {v1}
    }
    

17. MELODY EXTRACTION BY CONTOUR CLASSIFICATION
    Rachel M Bittner, Justin Salamon, Slim Essid, Juan P Bello
    International Conference on Music Information Retrieval (ISMIR), Malaga, Spain, September 2015.
    

    @inproceedings{bittner:hal-02943532,
      title = {{MELODY EXTRACTION BY CONTOUR CLASSIFICATION}},
      author = {Bittner, Rachel M and Salamon, Justin and Essid, Slim and Bello, Juan P},
      url = {https://hal.science/hal-02943532},
      booktitle = {{International Conference on Music Information Retrieval (ISMIR)}},
      address = {Malaga, Spain},
      year = {2015},
      month = sep,
      pdf = {https://hal.science/hal-02943532v1/file/RB_ISMIR-15.pdf},
      hal_id = {hal-02943532},
      hal_version = {v1}
    }
    

18. Phase reconstruction of spectrograms with linear unwrapping: application to audio signal restoration
    Paul Magron, Roland Badeau, B. David
    EUSIPCO, Nice, France, August 2015.
    

    @inproceedings{magron:hal-01206804,
      title = {{Phase reconstruction of spectrograms with linear unwrapping: application to audio signal restoration}},
      author = {Magron, Paul and Badeau, Roland and David, B.},
      url = {https://imt.hal.science/hal-01206804},
      booktitle = {{EUSIPCO}},
      address = {Nice, France},
      hal_local_reference = {PM:EUSIPCO-15},
      year = {2015},
      month = aug,
      keywords = {Phase reconstruction ; sinusoidal model- ing ; linear unwrapping ; phase consistency ; audio restoration.},
      pdf = {https://imt.hal.science/hal-01206804v1/file/inproceedings-2015-15515-2.pdf},
      hal_id = {hal-01206804},
      hal_version = {v1}
    }
    

19. Scalability of Stochastic Gradient Descent based on ”Smart” Sampling Techniques
    Stéphan Clémençon, Aurélien Bellet, Ons Jelassi, Guillaume Papa
    INNS Conference on Big Data (INNS-BigData 2015), San Francisco, United States, August 2015.
    

    @inproceedings{clemencon:hal-01430858,
      title = {{Scalability of Stochastic Gradient Descent based on ''Smart'' Sampling Techniques}},
      author = {Cl{\'e}men{\c c}on, St{\'e}phan and Bellet, Aur{\'e}lien and Jelassi, Ons and Papa, Guillaume},
      url = {https://inria.hal.science/hal-01430858},
      booktitle = {{INNS Conference on Big Data (INNS-BigData 2015)}},
      address = {San Francisco, United States},
      year = {2015},
      month = aug,
      hal_id = {hal-01430858},
      hal_version = {v1}
    }
    

20. SON Conflict Diagnosis in Heterogeneous Networks
    Ovidiu Constantin Iacoboaiea, Berna Sayrac, Sana Ben Jemaa, Pascal Bianchi
    Personal, Indoor, and Mobile Radio Communication (PIMRC), 2015 IEEE 26th Annual International Symposium on, Hong Kong, Hong Kong SAR China, August 2015.
    

    @inproceedings{iacoboaiea:hal-01179556,
      title = {{SON Conflict Diagnosis in Heterogeneous Networks}},
      author = {Iacoboaiea, Ovidiu Constantin and Sayrac, Berna and Ben Jemaa, Sana and Bianchi, Pascal},
      url = {https://hal.science/hal-01179556},
      booktitle = {{Personal, Indoor, and Mobile Radio Communication (PIMRC), 2015 IEEE 26th Annual International Symposium on}},
      address = {Hong Kong, Hong Kong SAR China},
      year = {2015},
      month = aug,
      hal_id = {hal-01179556},
      hal_version = {v1}
    }
    

21. An ECA expressing appreciations.
    Sabrina Campano, Caroline Langlet, Nadine Glas, Chloé Clavel, Catherine Pelachaud
    In Workshop on Engagement in Human Computer Interaction, ACII., Qian, China, August 2015.
    

    @inproceedings{campano:hal-01259936,
      title = {{An ECA expressing appreciations.}},
      author = {Campano, Sabrina and Langlet, Caroline and Glas, Nadine and Clavel, Chlo{\'e} and Pelachaud, Catherine},
      url = {https://imt.hal.science/hal-01259936},
      booktitle = {{In Workshop on Engagement in Human Computer Interaction, ACII.}},
      address = {Qian, China},
      hal_local_reference = {SC-ACII-15},
      year = {2015},
      month = aug,
      hal_id = {hal-01259936},
      hal_version = {v1}
    }
    

22. A structured nonnegative matrix factorization for source separation
    Clément Laroche, Matthieu Kowalski, Hélène Papadopoulos, Gael Richard
    23rd European Signal Processing Conference (EUSIPCO 2015), Nice, France, August 2015.
    

    @inproceedings{laroche:hal-01199631,
      title = {{A  structured nonnegative matrix factorization for source separation}},
      author = {Laroche, Cl{\'e}ment and Kowalski, Matthieu and Papadopoulos, H{\'e}l{\`e}ne and Richard, Gael},
      url = {https://hal.science/hal-01199631},
      booktitle = {{23rd European Signal Processing Conference (EUSIPCO 2015)}},
      address = {Nice, France},
      year = {2015},
      month = aug,
      pdf = {https://hal.science/hal-01199631v1/file/EUSIPCO.pdf},
      hal_id = {hal-01199631},
      hal_version = {v1}
    }
    

23. Adapting sentiment analysis to face-to-face human-agent interactions: from detection to evaluation issues
    Caroline Langlet, Chloé Clavel
    ACII 2015, Qian, China, August 2015.
    

    @inproceedings{langlet:hal-01259917,
      title = {{Adapting sentiment analysis to face-to-face human-agent interactions: from detection to evaluation issues}},
      author = {Langlet, Caroline and Clavel, Chlo{\'e}},
      url = {https://imt.hal.science/hal-01259917},
      booktitle = {{ACII 2015}},
      address = {Qian, China},
      hal_local_reference = {CL:ACII-2015},
      year = {2015},
      month = aug,
      hal_id = {hal-01259917},
      hal_version = {v1}
    }
    

24. BLSTM-based handwritten text recognition using Web resources
    C. Oprean, Laurence Likforman-Sulem, C. Mokbel, A. Popescu
    2015 13th International Conference on Document Analysis and Recognition (ICDAR), Tunis, Tunisia, August 2015. Conference o....
    

    @inproceedings{oprean:cea-01841169,
      title = {{BLSTM-based handwritten text recognition using Web resources}},
      author = {Oprean, C. and Likforman-Sulem, Laurence and Mokbel, C. and Popescu, A.},
      url = {https://cea.hal.science/cea-01841169},
      note = {Conference of 13th International Conference on Document Analysis and Recognition, ICDAR 2015 ; Conference Date: 23 August 2015 Through 26 August 2015; Conference Code:118256},
      booktitle = {{2015 13th International Conference on Document Analysis and Recognition (ICDAR)}},
      address = {Tunis, Tunisia},
      publisher = {{IEEE Computer Society}},
      volume = {2015-November},
      pages = {466-470},
      year = {2015},
      month = aug,
      doi = {10.1109/ICDAR.2015.7333805},
      keywords = {Computational linguistics ;  Speech recognition ;  World Wide Web ;  Confidence score ;  Dynamic dictionaries ;  Hand-written text recognition ;  Handwriting recognition ;  Isolated word recognition ;  Line segmentation ;  Out of vocabulary words ;  Text-line recognition ;  Character recognition},
      hal_id = {cea-01841169},
      hal_version = {v1}
    }
    

25. Autonomous learning of parameters in differential equations
    Adel Mezine, Artémis Llamosi, Véronique Letort, Michèle Sebag, Florence d’Alché-Buc
    32nd International Conference on Machine Learning (ICML) - AutoML workshop, Lille, France, July 2015.
    

    @inproceedings{mezine:hal-01272370,
      title = {{Autonomous learning of parameters in differential equations}},
      author = {Mezine, Adel and Llamosi, Art{\'e}mis and Letort, V{\'e}ronique and Sebag, Mich{\`e}le and d'Alch{\'e}-Buc, Florence},
      url = {https://hal.science/hal-01272370},
      booktitle = {{32nd International Conference on Machine Learning (ICML) - AutoML workshop}},
      address = {Lille, France},
      year = {2015},
      month = jul,
      keywords = {active learning ; system identification ; Monte-Carlo Tree Search ; multi-armed bandits ; gene regulatory networks ; differential equations},
      pdf = {https://hal.science/hal-01272370v1/file/AutoML_soumis.pdf},
      hal_id = {hal-01272370},
      hal_version = {v1}
    }
    

26. Contrast re-enhancement of Total-Variation regularization jointly with the Douglas-Rachford iterations
    Charles-Alban Deledalle, Nicolas Papadakis, Joseph Salmon
    Signal Processing with Adaptive Sparse Structured Representations (SPARS’15), Cambridge, United Kingdom, July 2015.
    

    @inproceedings{deledalle:hal-01187061,
      title = {{Contrast re-enhancement of Total-Variation regularization jointly with the Douglas-Rachford iterations}},
      author = {Deledalle, Charles-Alban and Papadakis, Nicolas and Salmon, Joseph},
      url = {https://hal.science/hal-01187061},
      booktitle = {{Signal Processing with Adaptive Sparse Structured Representations (SPARS'15)}},
      address = {Cambridge, United Kingdom},
      year = {2015},
      month = jul,
      pdf = {https://hal.science/hal-01187061v1/file/sparshal.pdf},
      hal_id = {hal-01187061},
      hal_version = {v1}
    }
    

27. MRA-based statistical learning from incomplete rankings
    Eric Sibony, Stéphan Clémençon, Jérémie Jakubowicz
    ICML 2015 : 32nd International Conference on Machine Learning, Lille, France, July 2015.
    

    @inproceedings{sibony:hal-01270543,
      title = {{MRA-based statistical learning from incomplete rankings}},
      author = {Sibony, Eric and Cl{\'e}men{\c c}on, St{\'e}phan and Jakubowicz, J{\'e}r{\'e}mie},
      url = {https://hal.science/hal-01270543},
      booktitle = {{ICML 2015 : 32nd International Conference on Machine Learning}},
      address = {Lille, France},
      hal_local_reference = {16301},
      publisher = {{JMLR W\&CP}},
      volume = {37},
      pages = {1432 - 1441},
      year = {2015},
      month = jul,
      pdf = {https://hal.science/hal-01270543v1/file/sibony15.pdf},
      hal_id = {hal-01270543},
      hal_version = {v1}
    }
    

28. Extreme Value Theory for Upper Semicontinuous Processes
    Anne Sabourin
    2015 IMS-China International Conference on Statistics and Probability, Kunming, China, July 2015.
    

    @inproceedings{sabourin:hal-02287864,
      title = {{Extreme Value Theory for Upper Semicontinuous Processes}},
      author = {Sabourin, Anne},
      url = {https://telecom-paris.hal.science/hal-02287864},
      booktitle = {{2015 IMS-China International Conference on Statistics and Probability}},
      address = {Kunming, China},
      hal_local_reference = {AS:imschina15},
      year = {2015},
      month = jul,
      hal_id = {hal-02287864},
      hal_version = {v1}
    }
    

29. Improving social relationships in face-to-face human-agent interactions: when the agent wants to know users likes and dislikes
    Caroline Langlet, Chloé Clavel
    ACL 2015, Beijing, China, July 2015.
    

    @inproceedings{langlet:hal-01259923,
      title = {{Improving social relationships in face-to-face human-agent interactions: when the agent wants to know users likes and dislikes}},
      author = {Langlet, Caroline and Clavel, Chlo{\'e}},
      url = {https://imt.hal.science/hal-01259923},
      booktitle = {{ACL 2015}},
      address = {Beijing, China},
      hal_local_reference = {CL-ACL2015},
      year = {2015},
      month = jul,
      hal_id = {hal-01259923},
      hal_version = {v1}
    }
    

30. Dimension reduction in multivariate extremes Application to anomaly detection
    Anne Sabourin
    Extreme Value Analysis, Ann Arbor, United States, June 2015.
    

    @inproceedings{sabourin:hal-02287865,
      title = {{Dimension reduction in multivariate extremes Application to anomaly detection}},
      author = {Sabourin, Anne},
      url = {https://telecom-paris.hal.science/hal-02287865},
      booktitle = {{Extreme Value Analysis}},
      address = {Ann Arbor, United States},
      hal_local_reference = {AS:EVA15},
      year = {2015},
      month = jun,
      hal_id = {hal-02287865},
      hal_version = {v1}
    }
    

31. Laughing with a Virtual Agent
    Florian Pecune, Beatrice Biancardi, Yu Ding, Catherine Pelachaud, Maurizio Mancini, Giovanna Varni, Gualtiero Volpe, Antonio Camurri
    AAMAS, Istanbul, Turkey, May 2015.
    

    @inproceedings{pecune:hal-02412122,
      title = {{Laughing with a Virtual Agent}},
      author = {Pecune, Florian and Biancardi, Beatrice and Ding, Yu and Pelachaud, Catherine and Mancini, Maurizio and Varni, Giovanna and Volpe, Gualtiero and Camurri, Antonio},
      url = {https://telecom-paris.hal.science/hal-02412122},
      booktitle = {{AAMAS}},
      address = {Istanbul, Turkey},
      hal_local_reference = {FP:AAMAS-2015},
      year = {2015},
      month = may,
      hal_id = {hal-02412122},
      hal_version = {v1}
    }
    

32. Introduction à la factorisation en matrices positives
    Slim Essid
    Journée Télécom-UPS ”Le numérique pour tous”, Paris, France, May 2015.
    

    @inproceedings{essid:hal-02287868,
      title = {{Introduction {\`a} la factorisation en matrices positives}},
      author = {Essid, Slim},
      url = {https://telecom-paris.hal.science/hal-02287868},
      booktitle = {{Journ{\'e}e T{\'e}l{\'e}com-UPS ''Le num{\'e}rique pour tous''}},
      address = {Paris, France},
      hal_local_reference = {SE:UPS15},
      year = {2015},
      month = may,
      hal_id = {hal-02287868},
      hal_version = {v1}
    }
    

33. “I like this painting too”: when an ECA shares appreciations to engage users
    Sabrina Campano, Chloé Clavel, C. Pelachaud
    14th International Conference on Autonomous Agents and Multiagent Systems AAMAS’15, Istanbul, Turkey, May 2015.
    

    @inproceedings{campano:hal-02412126,
      title = {{``I like this painting too'': when an ECA shares appreciations to engage users}},
      author = {Campano, Sabrina and Clavel, Chlo{\'e} and Pelachaud, C.},
      url = {https://telecom-paris.hal.science/hal-02412126},
      booktitle = {{14th International Conference on Autonomous Agents and Multiagent Systems AAMAS'15}},
      address = {Istanbul, Turkey},
      hal_local_reference = {CampAAMAS15},
      year = {2015},
      month = may,
      hal_id = {hal-02412126},
      hal_version = {v1}
    }
    

34. On debiasing restoration algorithms: applications to total-variation and nonlocal-means
    Charles-Alban Deledalle, Nicolas Papadakis, Joseph Salmon
    International Conference on Scale Space and Variational Methods in Computer Vision (SSVM’15), Lège Cap Ferret, France, May 2015.
    

    @inproceedings{deledalle:hal-01123542,
      title = {{On debiasing restoration algorithms: applications to total-variation and nonlocal-means}},
      author = {Deledalle, Charles-Alban and Papadakis, Nicolas and Salmon, Joseph},
      url = {https://hal.science/hal-01123542},
      booktitle = {{International Conference on Scale Space and Variational Methods in Computer Vision (SSVM'15)}},
      address = {L{\`e}ge Cap Ferret, France},
      series = {International Conference on Scale Space and Variational Methods in Computer Vision},
      pages = {129-141},
      year = {2015},
      month = may,
      keywords = {restoration ; bias ; debiasing ; l1 regularization ; model subspace ; refitting},
      pdf = {https://hal.science/hal-01123542v1/file/ssvm_submission.pdf},
      hal_id = {hal-01123542},
      hal_version = {v1}
    }
    

35. Singing voice detection with deep recurrent neural networks
    Simon Leglaive, Romain Hennequin, Roland Badeau
    40th International Conference on Acoustics, Speech and Signal Processing (ICASSP), Brisbane, Australia, April 2015.
    

    @inproceedings{leglaive:hal-01110035,
      title = {{Singing voice detection with deep recurrent neural networks}},
      author = {Leglaive, Simon and Hennequin, Romain and Badeau, Roland},
      url = {https://hal.science/hal-01110035},
      booktitle = {{40th International Conference on Acoustics, Speech and Signal Processing (ICASSP)}},
      address = {Brisbane, Australia},
      hal_local_reference = {SL:ICASSP-15},
      editor = {IEEE},
      pages = {121-125},
      year = {2015},
      month = apr,
      keywords = {Recurrent Neural Networks ; Singing Voice Detection ; Long Short-Term Memory ; Deep Learning},
      pdf = {https://hal.science/hal-01110035v1/file/Leglaive-ICASSP-2015.pdf},
      hal_id = {hal-01110035},
      hal_version = {v1}
    }
    

36. Generalized Wiener filtering with fractional power spectrograms
    Antoine Liutkus, Roland Badeau
    40th International Conference on Acoustics, Speech and Signal Processing (ICASSP), Brisbane, Australia, April 2015.
    

    @inproceedings{liutkus:hal-01110028,
      title = {{Generalized Wiener filtering with fractional power spectrograms}},
      author = {Liutkus, Antoine and Badeau, Roland},
      url = {https://hal.science/hal-01110028},
      booktitle = {{40th International Conference on Acoustics, Speech and Signal Processing (ICASSP)}},
      address = {Brisbane, Australia},
      publisher = {{IEEE}},
      year = {2015},
      month = apr,
      keywords = {harmonizable processes ; Audio source separation ; probability theory ; alpha-stable random variables ; soft-masks},
      pdf = {https://hal.science/hal-01110028v2/file/ICASSP-harmonizable2.pdf},
      hal_id = {hal-01110028},
      hal_version = {v2}
    }
    

37. Multipitch estimation using a PLCA-based model: Impact of partial user annotation
    Camila Andrade Scatolini, Gael Richard, Benoît Fuentes
    ICASSP 2015 - 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), South Brisbane, France, April 2015.
    

    @inproceedings{deandradescatolini:hal-02713516,
      title = {{Multipitch estimation using a PLCA-based model: Impact of partial user annotation}},
      author = {de Andrade Scatolini, Camila and Richard, Gael and Fuentes, Beno{\^i}t},
      url = {https://inria.hal.science/hal-02713516},
      booktitle = {{ICASSP 2015 - 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)}},
      address = {South Brisbane, France},
      publisher = {{IEEE}},
      pages = {186-190},
      year = {2015},
      month = apr,
      doi = {10.1109/ICASSP.2015.7177957},
      hal_id = {hal-02713516},
      hal_version = {v1}
    }
    

38. Phase recovery in NMF for audio source separation: an insightful benchmark
    Paul Magron, Roland Badeau, Bertrand David
    40th International Conference on Acoustics, Speech and Signal Processing (ICASSP), Brisbane, Australia, April 2015.
    

    @inproceedings{magron:hal-01110032,
      title = {{Phase recovery in NMF for audio source separation: an insightful benchmark}},
      author = {Magron, Paul and Badeau, Roland and David, Bertrand},
      url = {https://hal.science/hal-01110032},
      booktitle = {{40th International Conference on Acoustics, Speech and Signal Processing (ICASSP)}},
      address = {Brisbane, Australia},
      pages = {81-85},
      year = {2015},
      month = apr,
      keywords = {Nonnegative matrix factorization ; audio source separation ; time-frequency analysis ; phase reconstruction},
      pdf = {https://hal.science/hal-01110032v1/file/Magron-ICASSP-2015.pdf},
      hal_id = {hal-01110032},
      hal_version = {v1}
    }
    

39. An Ensemble Learning Technique for Multipartite Ranking
    Stéphan Clémençon, Sylvain Robbiano
    ESANN 2015, Bruges, Belgium, April 2015.
    

    @inproceedings{clemencon:hal-02286986,
      title = {{An Ensemble Learning Technique for Multipartite Ranking}},
      author = {Cl{\'e}men{\c c}on, St{\'e}phan and Robbiano, Sylvain},
      url = {https://telecom-paris.hal.science/hal-02286986},
      booktitle = {{ESANN 2015}},
      address = {Bruges, Belgium},
      hal_local_reference = {SC:ESANN-15},
      year = {2015},
      month = apr,
      hal_id = {hal-02286986},
      hal_version = {v1}
    }
    

40. A conditional random field system for beat tracking
    Thomas Fillon, C. Joder, Simon Durand, Slim Essid
    IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Brisbane, Australia, April 2015.
    

    @inproceedings{fillon:hal-02288433,
      title = {{A conditional random field system for beat tracking}},
      author = {Fillon, Thomas and Joder, C. and Durand, Simon and Essid, Slim},
      url = {https://telecom-paris.hal.science/hal-02288433},
      booktitle = {{IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)}},
      address = {Brisbane, Australia},
      hal_local_reference = {TF:ICASSP-15},
      year = {2015},
      month = apr,
      hal_id = {hal-02288433},
      hal_version = {v1}
    }
    

41. Downbeat tracking with multiple features and deep neural networks
    Simon Durand, Juan P. Bello, Bertrand David, Gael Richard
    ICASSP 2015, Brisbane, Australia, April 2015.
    

    @inproceedings{durand:hal-02287003,
      title = {{Downbeat tracking with multiple features and deep neural networks}},
      author = {Durand, Simon and Bello, Juan P. and David, Bertrand and Richard, Gael},
      url = {https://telecom-paris.hal.science/hal-02287003},
      booktitle = {{ICASSP 2015}},
      address = {Brisbane, Australia},
      hal_local_reference = {DBDR:ICASSP-15},
      year = {2015},
      month = apr,
      keywords = {Downbeat tracking ; Music Information Retrieval ; Music Signal Processing ; Deep Networks},
      hal_id = {hal-02287003},
      hal_version = {v1}
    }
    

42. A brief introduction to deep neural networks and their application to automatic speech recognition
    Romain Serizel
    Séminaire de l’équipe Perception, Grenoble, France, February 2015.
    

    @inproceedings{serizel:hal-02287014,
      title = {{A brief introduction to deep neural networks and their application to automatic speech recognition}},
      author = {Serizel, Romain},
      url = {https://telecom-paris.hal.science/hal-02287014},
      booktitle = {{S{\'e}minaire de l'{\'e}quipe Perception}},
      address = {Grenoble, France},
      hal_local_reference = {serizel-grenoble-2015},
      year = {2015},
      month = feb,
      hal_id = {hal-02287014},
      hal_version = {v1}
    }
    

43. LOL - Laugh Out Loud
    Florian Pecune, Beatrice Biancardi, Yu Ding, Catherine Pelachaud, Maurizio Mancini, Giovanna Varni, Gualtiero Volpe, Antonio Camurri
    AAAI, Austin, United States, January 2015.
    

    @inproceedings{pecune:hal-02412124,
      title = {{LOL - Laugh Out Loud}},
      author = {Pecune, Florian and Biancardi, Beatrice and Ding, Yu and Pelachaud, Catherine and Mancini, Maurizio and Varni, Giovanna and Volpe, Gualtiero and Camurri, Antonio},
      url = {https://telecom-paris.hal.science/hal-02412124},
      booktitle = {{AAAI}},
      address = {Austin, United States},
      hal_local_reference = {FP:AAAI-2015},
      year = {2015},
      month = jan,
      hal_id = {hal-02412124},
      hal_version = {v1}
    }
    

44. Arabic handwritten document preprocessing and recognition
    Edgard Chammas, Chafic Mokbel, Laurence Likforman-Sulem
    ICDAR 2015, Nancy, France, January 2015.
    

    @inproceedings{chammas:hal-02412189,
      title = {{Arabic handwritten document preprocessing and recognition}},
      author = {Chammas, Edgard and Mokbel, Chafic and Likforman-Sulem, Laurence},
      url = {https://telecom-paris.hal.science/hal-02412189},
      booktitle = {{ICDAR 2015}},
      address = {Nancy, France},
      hal_local_reference = {EC:ICDAR:2015},
      year = {2015},
      month = jan,
      hal_id = {hal-02412189},
      hal_version = {v1}
    }
    

45. Nonnegative matrix Factorisation for Audiovisual Document Analysis
    Slim Essid
    Seminaire Traitement du Langage Parle, LIMSI, Orsay, France, 2015.
    

    @inproceedings{essid:hal-02287882,
      title = {{Nonnegative matrix Factorisation for Audiovisual Document Analysis}},
      author = {Essid, Slim},
      url = {https://telecom-paris.hal.science/hal-02287882},
      booktitle = {{Seminaire Traitement du Langage Parle, LIMSI}},
      address = {Orsay, France},
      hal_local_reference = {SE:LIMSI15},
      year = {2015},
      hal_id = {hal-02287882},
      hal_version = {v1}
    }
    

2014

Conference Articles

1. Very Long Baseline Interferometry with the SKA
   Zsolt Paragi, Leith Godfrey, Cormac Reynolds, Maria Rioja, Adam Deller, Bo Zhang, Leonid Gurvits, Michael Bietenholz, Arpad Szomoru, Hayley Bignall, Paul Boven, P. Charlot, Richard Dodson, Sandor Frey, Michael Garrett, Hiroshi Imai, Andrei Lobanov, Mark Reid, Eduardo Ros, Huib Langevelde, J. Anton Zensus, Xing Wu Zheng, Antxon Alberdi, Ivan Agudo, Tao An, Megan Argo, Rob Beswick, Andy D. Biggs, Andreas Brunthaler, Robert M. Campbell, Giuseppe Cimo, Francisco Colomer, Stephane Corbel, John Conway, David Cseh, Roger Deane, Heino Falcke, Krisztina Gabanyi, Marcin Gawronski, Michael Gaylard, Gabriele Giovannini, Marcello Giroletti, Ciriaco Goddi, Sharmila Goedhart, Jose L. Gomez, Alastair Gunn, Taehyun Jung, Preeti Kharb, Hans-Rainer Klockner, Elmar Kording, Yurii Yu. Kovalev, Magdalena Kunert-Bajraszewska, Michael Lindqvist, Matt Lister, Franco Mantovani, Ivan Marti-Vidal, Mar Mezcua, John Mckean, Enno Middelberg, James Miller-Jones, Javier Moldon, Tom Muxlow, Tim O’Brien, Miguel Pérez-Torres, Sergei Pogrebenko, Jonathan Quick, Anthony P. Rushton, Richard Schilizzi, Oleg Smirnov, Bong Won Sohn, Gabriele Surcis, Greg Taylor, Steven Tingay, Valeriu Tudose, Alexander Der Horst, Joeri Leeuwen, Tiziana Venturi, Rene Vermeulen, Wouter Vlemmings, Aletha Witt, Olaf Wucknitz, Yang
   Proceedings of Advancing Astrophysics with the Square Kilometre Array (AASKA14). 9 -13 June, 2014. Giardini Naxos, Italy. Online at http://pos.sissa.it/cgi-bin/reader/conf.cgi?confid=215, id.143, Giardini Naxos, Sicily, Italy, June 2014.
   

   @inproceedings{paragi:hal-01098143,
     title = {{Very Long Baseline Interferometry with the SKA}},
     author = {Paragi, Zsolt and Godfrey, Leith and Reynolds, Cormac and Rioja, Maria and Deller, Adam and Zhang, Bo and Gurvits, Leonid and Bietenholz, Michael and Szomoru, Arpad and Bignall, Hayley and Boven, Paul and Charlot, P. and Dodson, Richard and Frey, Sandor and Garrett, Michael and Imai, Hiroshi and Lobanov, Andrei and Reid, Mark and Ros, Eduardo and van Langevelde, Huib and Zensus, J. Anton and Zheng, Xing Wu and Alberdi, Antxon and Agudo, Ivan and An, Tao and Argo, Megan and Beswick, Rob and Biggs, Andy D. and Brunthaler, Andreas and Campbell, Robert M. and Cimo, Giuseppe and Colomer, Francisco and Corbel, Stephane and Conway, John and Cseh, David and Deane, Roger and Falcke, Heino and Gabanyi, Krisztina and Gawronski, Marcin and Gaylard, Michael and Giovannini, Gabriele and Giroletti, Marcello and Goddi, Ciriaco and Goedhart, Sharmila and Gomez, Jose L. and Gunn, Alastair and Jung, Taehyun and Kharb, Preeti and Klockner, Hans-Rainer and Kording, Elmar and Kovalev, Yurii Yu. and Kunert-Bajraszewska, Magdalena and Lindqvist, Michael and Lister, Matt and Mantovani, Franco and Marti-Vidal, Ivan and Mezcua, Mar and Mckean, John and Middelberg, Enno and Miller-Jones, James and Moldon, Javier and Muxlow, Tom and O'Brien, Tim and P{\'e}rez-Torres, Miguel and Pogrebenko, Sergei and Quick, Jonathan and Rushton, Anthony P. and Schilizzi, Richard and Smirnov, Oleg and Sohn, Bong Won and Surcis, Gabriele and Taylor, Greg and Tingay, Steven and Tudose, Valeriu and van Der Horst, Alexander and van Leeuwen, Joeri and Venturi, Tiziana and Vermeulen, Rene and Vlemmings, Wouter and de Witt, Aletha and Wucknitz, Olaf and Yang, Jun},
     url = {https://hal.science/hal-01098143},
     booktitle = {{Proceedings of Advancing Astrophysics with the Square Kilometre Array (AASKA14). 9 -13 June, 2014. Giardini Naxos, Italy. Online at http://pos.sissa.it/cgi-bin/reader/conf.cgi?confid=215, id.143}},
     address = {Giardini Naxos, Sicily, Italy},
     pages = {id.143},
     year = {2014},
     month = jun,
     keywords = {Astrophysics ; Solar and Stellar Astrophysics ; Astrophysics of Galaxies ; Cosmology and Nongalactic Astrophysics ; Instrumentation and Methods for Astrophysics ; High Energy Astrophysical Phenomena},
     hal_id = {hal-01098143},
     hal_version = {v1}
   }