Arnaud Guillin

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 6

Top Topics

Variational Inference

Top Venues

J. Comput. Phys.

J. Lond. Math. Soc.

Publications

Vincent Souveton, Arnaud Guillin, Jens Jasche, Guilhem Lavaux, Manon Michel
Fixed-kinetic Neural Hamiltonian Flows for enhanced interpretability and reduced complexity. AISTATS (2024)
Arnaud Descours, Tom Huix, Arnaud Guillin, Manon Michel, Éric Moulines, Boris Nectoux
Central Limit Theorem for Bayesian Neural Network trained with Variational Inference. CoRR (2024)
Gian-Michele Cherchi, Alain Dequidt, Arnaud Guillin, Nicolas Martzel, Patrice Hauret, Vincent Barra
ML-GLE: A machine learning enhanced Generalized Langevin equation framework for transient anomalous diffusion in polymer dynamics. J. Comput. Phys. 514 (2024)
Arnaud Descours, Tom Huix, Arnaud Guillin, Manon Michel, Éric Moulines, Boris Nectoux
Law of Large Numbers for Bayesian two-layer Neural Network trained with Variational Inference. COLT (2023)
Vincent Souveton, Arnaud Guillin, Jens Jasche, Guilhem Lavaux, Manon Michel
Fixed-kinetic Neural Hamiltonian Flows for enhanced interpretability and reduced complexity. CoRR (2023)
Arnaud Guillin, Pierre Le Bris, Pierre Monmarché
Some remarks on the effect of the Random Batch Method on phase transition. CoRR (2023)
François Bolley, Ivan Gentil, Arnaud Guillin
Dimensional contraction via Markov transportation distance. J. Lond. Math. Soc. 90 (1) (2014)
Olivier Cappé, Randal Douc, Arnaud Guillin, Jean-Michel Marin, Christian P. Robert
Adaptive importance sampling in general mixture classes. Stat. Comput. 18 (4) (2008)