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False Coverage Proportion Control for Conformal Prediction
ICML 2025 - 42 nd International Conference on Machine Learning, Jul 2025, Vancouver (BC), Canada

Blain Alexandre, Thirion Bertrand, Neuvial Pierre

Selective inference after convex clustering with $\ell_1$ penalization
ESAIM: Probability and Statistics, 2025, 29, pp.204-242. ⟨10.1051/ps/2025004⟩

Bachoc François, Maugis Cathy, Neuvial Pierre

The dependence of the amino acid backbone conformation on the translated synonymous codon is not statistically significant
Proceedings of the National Academy of Sciences of the United States of America, 2025, 122 (24), ⟨10.1073/pnas.2503264122⟩

González-Delgado Javier, Mier Pablo, Bernadó Pau, Neuvial Pierre, Cortés Juan

Characterisation of the Set of Ground States of Uniformly Chaotic Finite-Range Lattice Models
Nonlinearity, 2025, 38 (7), pp.075011. ⟨10.1088/1361-6544/addbb8⟩

Gayral Léo, Sablik Mathieu, Taati Siamak

High-dimensional Parameter Identification with Physics-Informed Machine Learning for Flood Prediction
XII International Conference on Adaptive Modeling and Simulation - ADMOS 2025, Jun 2025, Barcelona, Spain

Boulenc Hugo, Bouclier Robin, Garambois Pierre-André, Monnier Jerome

Inférence post hoc pour l'analyse différentielle de données Hi-C
56e Journées de Statistique de la SFdS (JdS 2025), Société Française de Statistique, Jun 2025, Marseille, France. pp.446

Jorge Élise, Neuvial Pierre, Vialaneix Nathalie, Foissac Sylvain

Étude de modèles de diffusion pour la modification d'images de danse sportive
56èmes Journées de Statistiques de la Société Française de Statistique, Société Française de Statistique, Jun 2025, Aix (Aix-Marseille Université), France

Bondietti Lucas, Viennot Ismaël, Chevallier Juliette, Claeys Emmanuelle

Plasma apolipoprotein concentrations and occurrence of cardiovascular events in the general population: an exploratory analysis
Atherosclerosis Plus, 2025, 60 (11), pp.35-42. ⟨10.1016/j.athplu.2025.04.003⟩

Torossian Avédis, Genoux Annelise, Cai Zichun, Jolivet Nathan, Croyal Mikaël, Oliveira Arsênio Rodrigues, Dejean Sébastien, Viguerie Nathalie, Cabou Cendrine, Perret Bertrand, Ferrières Jean, Bongard Vanina, Martinez Laurent

A machine learning and explainability-driven methodology for identifying winning strategies in Rugby Union
Decision Analytics Journal, 2025, 15, pp.100568. ⟨10.1016/j.dajour.2025.100568⟩

Odet Arnaud, Bechard Thomas, Moretto Pierre, Dejean Sebastien, Pasquaretta Cristian

$L p$ ASYMPTOTIC STABILITY OF 1D DAMPED WAVE EQUATION WITH NONLINEAR DAMPING
Nonlinear Analysis: Theory, Methods and Applications, 2025, 255, ⟨10.1016/j.na.2025.113753⟩

Chitour Y, Kafnemer M, Martinez Patrick, Mebkhout B