88 documents
- Ikko Yamane, Yann Chevaleyre, Takashi Ishida, Florian Yger. Mediated Uncoupled Learning and Validation with Bregman Divergences: Loss Family with Maximal Generality. Proceedings of The 26th International Conference on Artificial Intelligence and Statistics (AISTATS), Apr 2023, Valencia, Spain. ⟨hal-04218995⟩
- Marie-Constance Corsi, Sylvain Chevallier, Fabrizio de Vico Fallani, Florian Yger. Ensemble of Riemannian Classifiers for Multimodal Data: FUCONE Approach for M/EEG Data. ISBI 2023 - IEEE International Symposium on Biomedical Imaging, Apr 2023, Cartagena de Indias, Colombia. ⟨hal-04140126⟩
- Alexandre Vérine, Benjamin Negrevergne, Fabrice Rossi, Yann Chevaleyre. On the expressivity of bi-Lipschitz normalizing flows. ACML 2022 - 14th Asian Conference on Machine Learning,, Dec 2022, Hyderabad, India. ⟨hal-03906979⟩
- Laurent Meunier, Raphael Ettedgui, Rafaël Pinot, Yann Chevaleyre, Jamal Atif. Towards Consistency in Adversarial Classification. 36th Conference on Neural Information Processing Systems (NeurIPS 2022), Nov 2022, Virtual conference, United States. ⟨hal-04014745⟩
- Rémi Chan--Renous-Legoubin, Clément Royer. A nonlinear conjugate gradient method with complexity guarantees and its application to nonconvex regression. EURO Journal on Computational Optimization, 2022, 10, pp.100044. ⟨10.1016/j.ejco.2022.100044⟩. ⟨hal-03866347⟩
- Rafael Pinot, Laurent Meunier, Florian Yger, Cédric Gouy-Pailler, Yann Chevaleyre, et al.. On the robustness of randomized classifiers to adversarial examples. Machine Learning, 2022, 111 (9), pp.3425-3457. ⟨10.1007/s10994-022-06216-6⟩. ⟨hal-03916842⟩
- El Houcine Bergou, Youssef Diouane, Vladimir Kunc, Vyacheslav Kungurtsev, Clément Royer. A Subsampling Line-Search Method with Second-Order Results. INFORMS Journal on Optimization, 2022, 4 (4), pp.403-425. ⟨10.1287/ijoo.2022.0072⟩. ⟨hal-03946165⟩
- El Houcine Bergou, Youssef Diouane, Vyacheslav Kungurtsev, Clément Royer. A Stochastic Levenberg--Marquardt Method Using Random Models with Complexity Results. SIAM/ASA Journal on Uncertainty Quantification, 2022, 10 (1), pp.507-536. ⟨10.1137/20M1366253⟩. ⟨hal-03866363⟩
- Boris Doux, Benjamin Negrevergne, Tristan Cazenave. Deep Reinforcement Learning for Morpion Solitaire. ACG 2021: Advances in Computer Games, Nov 2021, Online, France. pp.14-26, ⟨10.1007/978-3-031-11488-5_2⟩. ⟨hal-03960968⟩
- David Saltiel, Eric Benhamou. Trade Selection with Supervised Learning and OCA. ECML PKDD MIDAS 2021, Sep 2021, Bilbao (online), Spain. ⟨10.1007/978-3-030-66981-2\_1⟩. ⟨hal-02012476⟩
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