Publications – Miles

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⟩
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⟩
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⟩
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⟩