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Quantile-constrained Wasserstein projections for robust interpretability of numerical and machine learning models
Electronic Journal of Statistics , 2024, 18 (2), pp.2721-2770. ⟨10.1214/24-EJS2268⟩

Il Idrissi Marouane, Bousquet Nicolas, Gamboa Fabrice, Iooss Bertrand, Loubes Jean-Michel

Quantitative Rigidity of Differential Inclusions in Two Dimensions
International Mathematics Research Notices, 2024, 2024 (8), pp. 6325-6349. ⟨10.1093/imrn/rnad108⟩

Lamy Xavier, Lorent Andrew, Peng Guanying

Régression linéaire crédibiliste pour l’analyse douce des fluctuations redressées (soft DFA)
LFA 2024 - rencontres francophones sur la Logique Floue et ses Applications, Nov 2024, Brest, France

Sutton-Charani Nicolas, Faux Francis

Saliency Strikes Back: How Filtering out High Frequencies Improves White-Box Explanations
International Conference on Machine Learning (ICML), Jul 2024, Vienna, Austria. ⟨10.48550/arXiv.2307.09591⟩

Muzellec Sabine, Fel Thomas, Boutin Victor, Andéol Léo, VanRullen Rufin, Serre Thomas

Simultaneous local normal forms of dynamical systems with singular underlying geometric structures
Nonlinearity, 2024, 37, pp.105013. ⟨10.1088/1361-6544/ad700d⟩

Jiang Kai, Ratiu Tudor S, Tien Zung Nguyen

Stability of KdV equation on a network with bounded and unbounded branches
ESAIM: Control, Optimisation and Calculus of Variations, 2024, 30, pp.84. ⟨10.1051/cocv/2024073⟩

Parada Hugo, Crépeau Emmanuelle, Prieur Christophe

Stability of the vortex in micromagnetics and related models
Annali della Scuola Normale Superiore di Pisa, Classe di Scienze, 2024, 25 (4), pp. 2051-2100. ⟨10.2422/2036-2145.202209_012⟩

Lamy Xavier, Marconi Elio

Statistical methods for the study of computer experiments failures: Application to a fuel-coolant interaction simulation code
Nuclear Science and Engineering, 2024, 198 (3), pp.578-591. ⟨10.1080/00295639.2023.2197838⟩

Hakimi Faouzi, Brayer Claude, Marrel Amandine, Gamboa Fabrice, Habert Benoît

Stochastic gradient langevin dynamics for (weakly) log-concave posterior distributions
Electronic Journal of Probability, 2024, 29, pp.179. ⟨10.1214/24-EJP1235⟩

Crespo Marelys, Gadat Sébastien, Gendre Xavier

Straight-Through meets Sparse Recovery: the Support Exploration Algorithm
ICML 2024, the 41st International Conference on Machine Learning, Jul 2024, Vienna, Austria

Mohamed Mimoun, Malgouyres François, Emiya Valentin, Chaux Caroline