A Dynamical Central Limit Theorem for Shallow Neural Networks

Zhengdao Chen, Grant M. Rotskoff, Joan Bruna +1

Recent theoretical works have characterized the dynamics of wide shallow neural networks trained via gradient descent in an asymptotic mean-field limit when the width tends towards…