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. Law of Large Numbers for Bayesian two-layer Neural Network trained with Variational Inference. In Gergely Neu, Lorenzo Rosasco, editors, The Thirty Sixth Annual Conference on Learning Theory, 12-15 July 2023, Bangalore, India. Volume 195 of Proceedings of Machine Learning Research, pages 4657-4695, PMLR, 2023. [doi]

Abstract

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