Arnaud Guillin

According to our database, Arnaud Guillin authored at least 9 papers between 2008 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Law of Large Numbers and Central Limit Theorem for Wide Two-layer Neural Networks: The Mini-Batch and Noisy Case.

Arnaud Descours, Arnaud Guillin, Manon Michel, Boris Nectoux

J. Mach. Learn. Res., 2024

ML-GLE: A machine learning enhanced Generalized Langevin equation framework for transient anomalous diffusion in polymer dynamics.

Gian-Michele Cherchi, Alain Dequidt, Arnaud Guillin, Nicolas Martzel, Patrice Hauret, Vincent Barra

J. Comput. Phys., 2024

Central Limit Theorem for Bayesian Neural Network trained with Variational Inference.

Arnaud Descours, Tom Huix, Arnaud Guillin, Manon Michel, Éric Moulines, Boris Nectoux

CoRR, 2024

Fixed-kinetic Neural Hamiltonian Flows for enhanced interpretability and reduced complexity.

Vincent Souveton, Arnaud Guillin, Jens Jasche, Guilhem Lavaux, Manon Michel

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023

Some remarks on the effect of the Random Batch Method on phase transition.

Arnaud Guillin, Pierre Le Bris, Pierre Monmarché

CoRR, 2023

Law of Large Numbers for Bayesian two-layer Neural Network trained with Variational Inference.

Arnaud Descours, Tom Huix, Arnaud Guillin, Manon Michel, Éric Moulines, Boris Nectoux

Proceedings of the Thirty Sixth Annual Conference on Learning Theory, 2023

2014

Dimensional contraction via Markov transportation distance.

François Bolley, Ivan Gentil, Arnaud Guillin

J. Lond. Math. Soc., 2014

Functional inequalities via Lyapunov conditions.

Patrick Cattiaux, Arnaud Guillin

Proceedings of the Optimal Transport - Theory and Applications., 2014

2008

Adaptive importance sampling in general mixture classes.

Olivier Cappé, Randal Douc, Arnaud Guillin, Jean-Michel Marin, Christian P. Robert

Stat. Comput., 2008