Central Limit Theorem for Bayesian Neural Network trained with Variational Inference

Arnaud Descours, Tom Huix, Arnaud Guillin +3

In this paper, we rigorously derive Central Limit Theorems (CLT) for Bayesian two-layerneural networks in the infinite-width limit and trained by variational inference on a regress…