‪Tom Huix‬ - ‪Google Scholar‬

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Tom Huix

Tom Huix

PhD student at Ecole Polytechnique

Verified email at polytechnique.edu - Homepage

Sampling Bayesian Machine Learning Variational inference


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Tight Regret and Complexity Bounds for Thompson Sampling via Langevin Monte Carlo T Huix, M Zhang, A Durmus International Conference on Artificial Intelligence and Statistics, 8749-8770, 2023	2	2023
Variational Inference of overparameterized Bayesian Neural Networks: a theoretical and empirical study T Huix, S Majewski, A Durmus, E Moulines, A Korba arXiv preprint arXiv:2207.03859, 2022	2	2022
VITS: Variational Inference Thomson Sampling for contextual bandits P Clavier, T Huix, A Durmus arXiv preprint arXiv:2307.10167, 2023		2023
Law of Large Numbers for Bayesian two-layer Neural Network trained with Variational Inference A Descours, T Huix, A Guillin, M Michel, É Moulines, B Nectoux The Thirty Sixth Annual Conference on Learning Theory, 4657-4695, 2023		2023

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