Arnaud Guillin

14 papers A* 1A 1Journal 11

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Uniform-in-time concentration in two-layer neural networks via transportation inequalities. CoRR Arnaud Guillin, Boris Nectoux, Paul Stos
2025	J	`jnl`	A new machine learning framework for occupational accidents forecasting with safety inspections integration. CoRR Aho Yapi, Pierre Latouche, Arnaud Guillin, Yan Bailly
2024	J	`jnl`	Central Limit Theorem for Bayesian Neural Network trained with Variational Inference. CoRR Arnaud Descours, Tom Huix, Arnaud Guillin, Manon Michel, Éric Moulines, Boris Nectoux
2024	J	`jnl`	Error estimates between SGD with momentum and underdamped Langevin diffusion. CoRR Arnaud Guillin, Yu Wang, Lihu Xu, Haoran Yang
2024	A	`conf`	Fixed-kinetic Neural Hamiltonian Flows for enhanced interpretability and reduced complexity. AISTATS Vincent Souveton, Arnaud Guillin, Jens Jasche, Guilhem Lavaux, Manon Michel
2024	J	`jnl`	Law of Large Numbers and Central Limit Theorem for Wide Two-layer Neural Networks: The Mini-Batch and Noisy Case. J. Mach. Learn. Res. Arnaud Descours, Arnaud Guillin, Manon Michel, Boris Nectoux
2024	J	`jnl`	ML-GLE: A machine learning enhanced Generalized Langevin equation framework for transient anomalous diffusion in polymer dynamics. J. Comput. Phys. Gian-Michele Cherchi, Alain Dequidt, Arnaud Guillin, Nicolas Martzel, Patrice Hauret, Vincent Barra
2024	J	`jnl`	Optimization of Complex Process, Based on Design Of Experiments, a Generic Methodology. CoRR Julien Baderot, Yann Cauchepin, Alexandre Seiller, Richard Fontanges, Sergio Martinez, Johann Foucher, Emmanuel Fuchs, Mehdi Daanoune, Vincent Grenier, Vincent Barra, Arnaud Guillin
2023	J	`jnl`	Fixed-kinetic Neural Hamiltonian Flows for enhanced interpretability and reduced complexity. CoRR Vincent Souveton, Arnaud Guillin, Jens Jasche, Guilhem Lavaux, Manon Michel
2023	A*	`conf`	Law of Large Numbers for Bayesian two-layer Neural Network trained with Variational Inference. COLT Arnaud Descours, Tom Huix, Arnaud Guillin, Manon Michel, Éric Moulines, Boris Nectoux
2023	J	`jnl`	Some remarks on the effect of the Random Batch Method on phase transition. CoRR Arnaud Guillin, Pierre Le Bris, Pierre Monmarché
2014	J	`jnl`	Dimensional contraction via Markov transportation distance. J. Lond. Math. Soc. François Bolley, Ivan Gentil, Arnaud Guillin
2014	—	`ch.`	Functional inequalities via Lyapunov conditions. Optimal Transport Patrick Cattiaux, Arnaud Guillin
2008	J	`jnl`	Adaptive importance sampling in general mixture classes. Stat. Comput. Olivier Cappé, Randal Douc, Arnaud Guillin, Jean-Michel Marin, Christian P. Robert