Publications
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Publications

Variational autoencoder with weighted samples for highdimensional non-parametric adaptive importance sampling
Transactions on Machine Learning Research Journal, 2024

Demange-Chryst Julien, Bachoc François, Morio Jérôme, Krauth Timothé

Acceleration of Particle-In-Cell Simulations using Sparse Grid Algorithms
Physics of Plasmas, 2024, 31 (7), pp.073908. ⟨10.1063/5.0211220⟩

Garrigues L., Chung-To-Sang M., Fubiani G., Guillet C., Deluzet F., Narski J.

Adversarial attacks on neural networks through canonical Riemannian foliations
Machine Learning, In press

Tron Eliot, Couellan Nicolas, Puechmorel Stephane

Algebraic independence and linear difference equations
Journal of the European Mathematical Society, 2024, 26 (5), pp.1899-1932. ⟨10.4171/JEMS/1316⟩

Adamczewski Boris, Dreyfus Thomas, Hardouin Charlotte, Wibmer Michael

Apports des arbres de régression dans 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

Asymptotic cyclic-conditional freeness of random matrices
Random Matrices: Theory and Applications, 2024, 13, pp.2350014. ⟨10.1142/S2010326323500144⟩

Cébron Guillaume, Gilliers Nicolas

Body-attitude coordination in arbitrary dimension
Panoramas et synthèses, In press

Degond P, Diez A, Frouvelle A

Cartan moving frames and the data manifolds
information geometry, In press

Tron Eliot, Fioresi Rita, Couellan Nicolas, Puechmorel Stéphane

Certifying ground-state properties of many-body systems
Physical Review X, 2024, 14 (3), pp.031006. ⟨10.1103/PhysRevX.14.031006⟩

Wang Jie, Surace Jacopo, Frérot Irénée, Legat Benoît, Renou Marc-Olivier, Magron Victor, Acín Antonio

Complete quadrics: Schubert calculus for Gaussian models and semidefinite programming
Journal of the European Mathematical Society, 2024, 26 (8), pp.3091-3135. ⟨10.4171/JEMS/1330⟩

Manivel Laurent, Michałek Mateusz, Monin Leonid, Seynnaeve Tim, Vodička Martin