Publications – Miles

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⟩
Song Duong, Florian Le Bronnec, Alexandre Allauzen, Vincent Guigue, Alberto Lumbreras, et al.. Scope : a self-supervised framework for improving faithfulness in conditional text generation. International Conference on Learning Representations (ICLR 2025), Apr 2024, Singapoore, Singapore. ⟨hal-05426717⟩
Florentin Goyens, Armin Eftekhari, Nicolas Boumal. Computing Second-Order Points Under Equality Constraints: Revisiting Fletcher’s Augmented Lagrangian. Journal of Optimization Theory and Applications, 2024, 201 (3), pp.1198-1228. ⟨10.1007/s10957-024-02421-6⟩. ⟨hal-05426126⟩
Blaise Delattre, Alexandre Araujo, Quentin Barthélemy, Alexandre Allauzen. The Lipschitz-Variance-Margin Tradeoff for Enhanced Randomized Smoothing. ICLR International Conference on Learning Representations, 2024, The Twelfth International Conference on Learning Representations. ⟨hal-04867277⟩
Florentin Goyens, Clément Royer. Riemannian trust-region methods for strict saddle functions with complexity guarantees. Mathematical Programming, 2024, 213 (1-2), pp.863-905. ⟨10.1007/s10107-024-02156-2⟩. ⟨hal-04397931v2⟩
Warren Hare, Gabriel Jarry-Bolduc, Sébastien Kerleau, Clément Royer. Using orthogonally structured positive bases for constructing positive k-spanning sets with cosine measure guarantees. Linear Algebra and its Applications, 2024, 680, pp.183-207. ⟨10.1016/j.laa.2023.10.006⟩. ⟨hal-04334281⟩