Publications – Miles

Edwige Cyffers, Muni Sreenivas Pydi, Jamal Atif, Olivier Cappé. Optimal Classification under Performative Distribution Shift. 38th Conference on Neural Information Processing Systems, Dec 2024, Vancouver (Canada), Canada. ⟨hal-04763797⟩
Erwan Fagnou, Paul Caillon, Blaise Delattre, Alexandre Allauzen. Chain and Causal Attention for Efficient Entity Tracking. Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP), Association for Computational Linguistics, Nov 2024, Miami, United States. ⟨hal-04731420⟩
Akwum Onwunta, Clément Royer. Complexity Analysis of Regularization Methods for Implicitly Constrained Least Squares. Journal of Scientific Computing, 2024, 101 (3), pp.54. ⟨10.1007/s10915-024-02691-2⟩. ⟨hal-04745284⟩
Mathieu Seraphim, Alexis Lechervy, Florian Yger, Luc Brun, Olivier Etard. Automatic Classification of Sleep Stages from EEG Signals Using Riemannian Metrics and Transformer Networks. 2024. ⟨hal-04739218⟩
Thibault de Surrel, Sylvain Chevallier, Fabien Lotte, Florian Yger. Averaging trajectories on the manifold of symmetric positive definite matrices. EUSIPCO 2024 - 32nd European Signal Processing Conference, Aug 2024, Lyon, France. ⟨10.23919/EUSIPCO63174.2024.10715315⟩. ⟨hal-04708878⟩
Warren Hare, Lindon Roberts, Clément W. Royer. Expected decrease for derivative-free algorithms using random subspaces. Mathematics of Computation, 2024, ⟨10.1090/mcom/4011⟩. ⟨hal-04705271⟩
Florian Le Bronnec, Alexandre Vérine, Benjamin Negrevergne, Yann Chevaleyre, Alexandre Allauzen. Exploring Precision and Recall to assess the quality and diversity of LLMs. 62nd Annual Meeting of the Association for Computational Linguistics, Aug 2024, Bangkok, Thailand. ⟨hal-04584210⟩
Clément W. Royer, Oumaima Sohab, Luis Nunes Vicente. Full-low evaluation methods for bound and linearly constrained derivative-free optimization. Computational Optimization and Applications, 2024, ⟨10.1007/s10589-024-00596-2⟩. ⟨hal-04705272⟩
Florian Le Bronnec, Song Duong, Alexandre Allauzen, Vincent Guigue, Alberto Lumbreras, et al.. LOCOST: Modèles Espace-État pour le Résumé Abstractif de Documents Longs. 35èmes Journées d'Études sur la Parole (JEP 2024) 31ème Conférence sur le Traitement Automatique des Langues Naturelles (TALN 2024) 26ème Rencontre des Étudiants Chercheurs en Informatique pour le Traitement Automatique des Langues (RECITAL 2024), Jul 2024, Toulouse, France. pp.11-11. ⟨hal-04622998⟩
Alexandre Vérine, Benjamin Negrevergne, Muni Sreenivas Pydi, Yann Chevaleyre. Optimal Budgeted Rejection Sampling for Generative Models. International Conference on Artificial Intelligence and Statistics, May 2024, Valencia, Spain. ⟨hal-04738255⟩