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2020 – today
- 2024
[j4]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: 113210 (2024)- [j3]Arnaud Descours, Arnaud Guillin, Manon Michel, Boris Nectoux:
Law of Large Numbers and Central Limit Theorem for Wide Two-layer Neural Networks: The Mini-Batch and Noisy Case. J. Mach. Learn. Res. 25: 208:1-208:76 (2024) - [c2]Vincent Souveton, Arnaud Guillin, Jens Jasche, Guilhem Lavaux, Manon Michel:
Fixed-kinetic Neural Hamiltonian Flows for enhanced interpretability and reduced complexity. AISTATS 2024: 3178-3186 - [i3]Arnaud Descours, Tom Huix, Arnaud Guillin, Manon Michel, Éric Moulines, Boris Nectoux:
Central Limit Theorem for Bayesian Neural Network trained with Variational Inference. CoRR abs/2406.09048 (2024) - 2023
- [c1]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: 4657-4695 - [i2]Vincent Souveton, Arnaud Guillin, Jens Jasche, Guilhem Lavaux, Manon Michel:
Fixed-kinetic Neural Hamiltonian Flows for enhanced interpretability and reduced complexity. CoRR abs/2302.01955 (2023) - [i1]Arnaud Guillin, Pierre Le Bris, Pierre Monmarché:
Some remarks on the effect of the Random Batch Method on phase transition. CoRR abs/2308.01624 (2023)
2010 – 2019
- 2014
- [j2]François Bolley, Ivan Gentil, Arnaud Guillin:
Dimensional contraction via Markov transportation distance. J. Lond. Math. Soc. 90(1): 309-332 (2014) - [p1]Patrick Cattiaux, Arnaud Guillin:
Functional inequalities via Lyapunov conditions. Optimal Transport 2014: 274-287
2000 – 2009
- 2008
- [j1]Olivier Cappé, Randal Douc, Arnaud Guillin, Jean-Michel Marin, Christian P. Robert:
Adaptive importance sampling in general mixture classes. Stat. Comput. 18(4): 447-459 (2008)
Coauthor Index
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