Huix, Tom

4 publications

ICML 2024 $\mathtt{VITS}$ : Variational Inference Thompson Sampling for Contextual Bandits Pierre Clavier, Tom Huix, Alain Oliviero Durmus

ICML 2024 Theoretical Guarantees for Variational Inference with Fixed-Variance Mixture of Gaussians Tom Huix, Anna Korba, Alain Oliviero Durmus, Eric Moulines

COLT 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

AISTATS 2023 Tight Regret and Complexity Bounds for Thompson Sampling via Langevin Monte Carlo Tom Huix, Matthew Zhang, Alain Durmus