Publications

Orthogonium : A Unified, Efficient Library of Orthogonal and 1-Lipschitz Building Blocks

ICML 2025 Workshop on Championing Open- source Development in Machine Learning (CODEML ’25), Jul 2025, Vancouver, France

Boissin Thibaut, Mamalet Franck, Lafargue Valentin, Serrurier Mathieu

Efficient Robust Conformal Prediction via Lipschitz-Bounded Networks

Forty-Second International Conference on Machine Learning (ICML 2025), Jul 2025, Vancouver, Canada

Massena Thomas, Andéol Léo, Boissin Thibaut, Mamalet Franck, Friedrich Corentin, Serrurier Mathieu, Gerchinovitz Sébastien

On the Private Estimation of Smooth Transport Maps

ICML 2025 - 42nd International Conference on Machine Learning, Jul 2025, Vancouver (BC), Canada. 30 p

Lalanne Clément, Iutzeler Franck, Loubes Jean-Michel, Chhor Julien

Mitochondrial Bioenergetic Profiling in T Cell Subsets Associates With Functional Health in Older Adults: A Cross-sectional Analysis From the INSPIRE-T Cohort

Journals of Gerontology Series A: Biological Sciences and Medical Sciences, 2025, 80 (7), ⟨10.1093/gerona/glaf112⟩

Jabrane-Ferrat Nabila, Raffin Jérémy, Gouilly Jordi, Najib Souad, Iscache Anne-Laure, Marques Catherine, Hall Julien, Jolivet Nathan, Combes Guillaume, Viguerie Nathalie, Dejean Sébastien, Guyonnet Sophie, Rolland Yves, Cabou Cendrine, Vellas Bruno, Barreto Philipe de Souto, Martinez Laurent, El Costa Hicham

Differences in growth features between species are driving cereal-legume intercrop yield: A statistical learning approach based on aggregated dataset

European Journal of Agronomy, 2025, 170, pp.127767. ⟨10.1016/j.eja.2025.127767⟩

Mahmoud Rémi, Gaudio Noémie, Gendre Xavier, Hilgert Nadine, Casadebaig Pierre

Wasserstein distance based semi-supervised manifold learning for GNSS multipath detection

GdR IASIS - Journée Méthodes d'apprentissage pour la navigation et le pistage, Audrey Giremus; Gael Pages, Jul 2025, Toulouse, France

Blais Antoine, Couellan Nicolas

CV@R penalized portfolio optimization with biased stochastic mirror descent

Finance and Stochastics, 2025, 29 (3), pp.609-664. ⟨10.1007/s00780-025-00568-2⟩

Costa Manon, Gadat Sébastien, Huang Lorick

Detecting Anomalies Using Graph Neural Networks: A Review

RJCIA 2025 - 23es Rencontres des Jeunes Chercheurs en Intelligence Artificielle, Plate-Forme Intelligence Artificielle, Jun 2025, Dijon, France

Ozgunay Sena, Travé-Massuyès Louise, Loubes Jean-Michel, Sena Ferreira Raul