Publications
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Publications

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

On the Casas-Alvero Conjecture
Journal of Commutative Algebra, 2025, 17 (2), pp.199-202. ⟨10.1216/jca.2025.17.199⟩

Schaub Daniel, Spivakovsky Mark

Prédiction de durée de vie d'une pile à combustible à membrane échangeuse de protons par filtre de Kalman étendu combiné à des simulations Monte-Carlo
Symposium de Génie Electrique (SGE 2025), Jul 2025, Toulouse, France

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

Unit inclusion in a non-semisimple braided tensor category and non-compact relative TQFTs
Geometry and Topology, 2025, 29 (4), pp.2175-2216. ⟨10.2140/gt.2025.29.2175⟩

Haïoun Benjamin

On Dual of LMIs for Absolute Stability Analysis of Nonlinear Feedback Systems with Static O’Shea-Zames-Falb Multipliers
2025 European Control Conference (ECC), Jun 2025, Thessaloniki, France. pp.1237-1242, ⟨10.23919/ECC65951.2025.11186908⟩

Gyotoku Hibiki, Yuno Tsuyoshi, Ebihara Yoshio, Magron Victor, Peaucelle Dimitri, Tarbouriech Sophie