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Publications

Generalized unistochastic matrices
Linear Algebra and its Applications, 2025, 721, pp.339-365. ⟨10.1016/j.laa.2024.05.019⟩

Nechita Ion, Ouyang Zikun, Szczepanek Anna

Jackpot 2.0 : variété d'incertitude pour les problèmes inverses
XXXe Colloque Francophone de Traitement du Signal et des Images (GRETSI), Aug 2025, Strasbourg, France

Munier Nathanaël, Soubies Emmanuel, Weiss Pierre

Exploring instabilities of inverse problem solvers with low-dimensional manifolds
Alemdar Hasanov Hasanoğlu, Roman Novikov, Karel Van Bockstal. Inverse Problems: Modelling and Simulation. Extended Abstracts of the IPMS Conference 2024, Birkhäuser Cham, 2025, 978-3-031-87212-9

Munier Nathanaël, Soubies Emmanuel, Weiss Pierre

Aging modeling and lifetime prediction of a proton exchange membrane fuel cell using an extended Kalman filter
Mathematics and Computers in Simulation, 2025, 234, pp.151-168. ⟨10.1016/j.matcom.2025.02.022⟩

Pene Serigne Daouda, Picot Antoine, Gamboa Fabrice, Savy Nicolas, Turpin Christophe, Jaafar Amine

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

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

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