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HadamRNN: Binary and Sparse Ternary Orthogonal RNNs
International Conference on Learning Representations (ICLR), Apr 2025, Singapour, Singapore

Foucault Armand, Mamalet Franck, Malgouyres François

Invertibility of functionals of the Poisson process and applications
Annals of Probability, 2025, 53 (5), ⟨10.1214/24-AOP1748⟩

Coutin Laure, Decreusefond Laurent

Wave propagation phenomena in nonlinear hierarchical neural networks with predictive coding feedback dynamics
Bulletin of Mathematical Biology, In press

Alamia Andrea, Dalliès Léa, Faye Grégory, VanRullen Rufin

Lautman et la dissociation des notions mathématiques
Christophe Eckes; Frédéric Jaëck; Baptiste Mélès; Jean-Jacques Szczeciniarz. Albert Lautman philosophe : des mathématiques à la résistance, Éditions Rue d’Ulm, pp.193-206, 2025

Maronne Sébastien

Learning 3-Manifold Triangulations
Journal of Physics A: Mathematical and Theoretical, 2025, 58 (9), pp.095201. ⟨10.1088/1751-8121/adb5de⟩

Costantino Francesco, He Yang-Hui, Heyes Elli, Hirst Edward

Les mille et une pages de Grothendieck
Chroniques de la Bibliothèque nationale de France, 2025, 102, pp.36

Hartemann Aline, Maronne Sébastien, Toen Bertrand

Macroscopic limit of a Fokker-Planck model of swarming rigid bodies
European Journal of Applied Mathematics, 2025, 36, pp.349-397. ⟨10.1017/S0956792524000111⟩

Degond P, Frouvelle A

Magnetic Dirac operator in strips submitted to strong magnetic fields
Journal of Spectral Theory, 2025, 15 (2), pp.847-894. ⟨10.4171/JST/539⟩

Le Treust Loïc, Raymond Nicolas, Royer Julien

Measuring Variable Importance in Heterogeneous Treatment Effects with Confidence
ICML 2025 - 42nd International Conference on Machine Learning, Jul 2025, Vancouver, Canada. ⟨10.48550/arXiv.2408.13002⟩

Paillard Joseph, Lobo Angel Reyero, Kolodyazhniy Vitaliy, Thirion Bertrand, Engemann Denis

Modeling ballistic aggregation by time stepping approaches
SIAM Journal on Applied Dynamical Systems, 2025, 24 (01), pp.710-743

Degond P, Dimarco G, Ferreira M A, Hecht S