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Image data assimilation in mechanics of materials: CAD-based twins and PINN-based material identification
Invited seminar, Mechanics Colloquium at TU Darmstadt, Jul 2025, Darmstadt (Allemagne), Germany

Bouclier Robin

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

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

Estimating Channel Parameters and Discharge at River Network Scale Using Hydrological‐Hydraulic Models, SWOT and Multi‐Satellite Data
Water Resources Research, 2025, 61 (7), pp.e2024WR038455. ⟨10.1029/2024wr038455⟩

Larnier Kevin, Garambois Pierre‐andré, Emery Charlotte, Pujol Léo, Monnier Jérôme, Gal Laetitia, Paris Adrien, Yesou Hervé, Ledauphin Thomas, Calmant Stephane

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

Bégout Pascal, Neveu Jean-Pierre