Anass Aghbalou, François Portier, Anne Sabourin, Chen Zhou. Tail Inverse Regression: dimension reduction for prediction of extremes. 2023. ⟨hal-04032206⟩

Dimitri Bouche. Function-valued regression with kernels : Improving speed, flexibility and robustness. Machine Learning [stat.ML]. Institut Polytechnique de Paris, 2023. English. ⟨NNT : 2023IPPAT001⟩. ⟨tel-03968579⟩

Stephan Clémençon, Hamid Jalalzai, Stéphane Lhaut, Anne Sabourin, Johan Segers. Concentration bounds for the empirical angular measure with statistical learning applications. 2023. ⟨hal-03920536⟩

Quentin Legros, Dominique Fourer. Pseudo-Bayesian Approach for Robust Mode Detection and Extraction Based on the STFT. Sensors, 2023, 23 (1), pp.85. ⟨10.3390/s23010085⟩. ⟨hal-03913356⟩

Chloé Clavel, Matthieu Labeau, Justine Cassell. Socio-conversational systems: Three challenges at the crossroads of fields. Frontiers in Robotics and AI, 2022, 9, ⟨10.3389/frobt.2022.937825⟩. ⟨hal-03990543⟩

Chadi Helwe, Chloé Clavel, Fabian Suchanek. LogiTorch: A PyTorch-based library for logical reasoning on natural language. The 2022 Conference on Empirical Methods in Natural Language Processing: System Demonstrations, Dec 2022, Abu Dhabi, United Arab Emirates. ⟨hal-03870592⟩

Chadi Helwe, Simon Coumes, Chloé Clavel, Fabian Suchanek. TINA: Textual Inference with Negation Augmentation. The 2022 Conference on Empirical Methods in Natural Language Processing ( EMNLP 2022 ), Dec 2022, Abu Dhabi, United Arab Emirates. ⟨hal-03870605⟩

Morgan Buisson, Brian Mcfee, Slim Essid, Helene-Camille Crayencour. Learning Multi-Level Representations for Hierarchical Music Structure Analysis. International Society for Music Information Retrieval (ISMIR), Dec 2022, Bengaluru, India. ⟨hal-03780032⟩

Karim M Ibrahim, Elena V. Epure, Geoffroy Peeters, Gael Richard. EXPLOITING DEVICE AND AUDIO DATA TO TAG MUSIC WITH USER-AWARE LISTENING CONTEXTS. International Society for Music Information Retrieval Conference (ISMIR 2022), Dec 2022, Bengalore, India. ⟨hal-03903647⟩

Binh T. Nguyen, Bertrand Thirion, Sylvain Arlot. A Conditional Randomization Test for Sparse Logistic Regression in High-Dimension. NeurIPS 2022, Nov 2022, New Orleans, United States. ⟨hal-03680792⟩