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Entropic Fluctuations in Statistical Mechanics II. Quantum Dynamical Systems
Communications in Mathematical Physics, 2025, pp.406:201. ⟨10.1007/s00220-025-05360-z⟩

Benoist Tristan, Bruneau Laurent, Jakšić Vojkan, Panati A., Pillet Claude-Alain

Risk-controlling Prediction with Distributionally Robust Optimization
Transactions on Machine Learning Research Journal, 2025, https://openreview.net/forum?id=d9dl6DyJpJ

Iutzeler Franck, Mazoyer Adrien

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

Measuring motivational patterns: a formal approach of conservation of resources theory
Nonlinear Dynamics, Psychology, and Life Sciences, 2025, 29 (3), pp.431-451

Neveu Jean-Pierre, Bégout Pascal

High Performance Isogeometric Analysis of Lattice Structures
29th International Conference on Domain Decomposition Methods, Jun 2025, Milan, Italy

Guillet Clément, Hirschler T., Jolivet Pierre, Bouclier Robin