activity
20222026
most citedLaw of large numbers and central limit theorem for wide two-layer neural networks: the mini-batch and noisy case

2 citations · 3 across the 9 of their papers we have counts for

collaborators
Showing 2023 · stat.MLShow all

1 paper · 2 filters

stat.ML2023

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

Arnaud Descours, Tom Huix, Arnaud Guillin +3

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