Publications – Miles

Alexandre Vérine, Benjamin Negrevergne, Muni Sreenivas Pydi, Yann Chevaleyre. Precision-Recall Divergence Optimization for Generative Modeling with GANs and Normalizing Flows. Advances in Neural Information Processing Systems, Dec 2023, Nouvelle Orléans (LA), United States. ⟨hal-04480496⟩
Lucas Gnecco Heredia, Yann Chevaleyre, Benjamin Negrevergne, Laurent Meunier, Muni Sreenivas Pydi. On the Role of Randomization in Adversarially Robust Classification. Thirty-seventh Conference on Neural Information Processing Systems, NeurIPS 2023, Dec 2023, New Orleans (LA), United States. ⟨hal-04312028⟩
Lindon Roberts, Clément Royer. Direct Search Based on Probabilistic Descent in Reduced Spaces. SIAM Journal on Optimization, 2023, 33 (4), pp.3057-3082. ⟨10.1137/22M1488569⟩. ⟨hal-04334275⟩
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⟩