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

no code implementations • 10 Jul 2023 • Arnaud Descours, Tom Huix, Arnaud Guillin, Manon Michel, Éric Moulines, Boris Nectoux

We provide a rigorous analysis of training by variational inference (VI) of Bayesian neural networks in the two-layer and infinite-width case.

Variational Inference