Tom Huix

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 6

Top Topics

Variational Inference

Top Venues

Publications

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)
Tom Huix, Anna Korba, Alain Durmus, Eric Moulines
Theoretical Guarantees for Variational Inference with Fixed-Variance Mixture of Gaussians. CoRR (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)
Tom Huix, Matthew Zhang, Alain Durmus
Tight Regret and Complexity Bounds for Thompson Sampling via Langevin Monte Carlo. AISTATS (2023)
Pierre Clavier, Tom Huix, Alain Durmus
VITS : Variational Inference Thomson Sampling for contextual bandits. CoRR (2023)
Tom Huix, Szymon Majewski, Alain Durmus, Eric Moulines, Anna Korba
Variational Inference of overparameterized Bayesian Neural Networks: a theoretical and empirical study. CoRR (2022)