Publications – Miles

Madalina Olteanu, Fabrice Rossi, Florian Yger. Meta-survey on outlier and anomaly detection. Neurocomputing, 2023, 555, pp.126634. ⟨10.1016/j.neucom.2023.126634⟩. ⟨hal-04335748⟩
Mathieu Seraphim, Paul Dequidt, Alexis Lechervy, Florian Yger, Luc Brun, et al.. Temporal Sequences of EEG Covariance Matrices for Automated Sleep Stage Scoring with Attention Mechanisms. Computer Analysis of Images and Patterns, Sep 2023, Limassol, Cyprus. pp.67-76, ⟨10.1007/978-3-031-44240-7_7⟩. ⟨hal-04216925⟩
Warren Hare, Clément Royer. Detecting negative eigenvalues of exact and approximate Hessian matrices in optimization. Optimization Letters, 2023, 17, pp.1739-1756. ⟨10.1007/s11590-023-02033-5⟩. ⟨hal-04334269⟩
Marie-Constance Corsi, Sylvain Chevallier, Fabrizio de Vico Fallani, Florian Yger. Empirical evaluation on multiple BCI datasets of the functional connectivity ensemble (FUCONE) method. BCI 2023 - 10th International Brain-Computer Interface Meeting, BCI Society, Jun 2023, Bruxelles, Belgium. ⟨10.3217/978-3-85125-962-9-24⟩. ⟨hal-04677809⟩
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⟩