A Quantitative Functional Central Limit Theorem for Shallow Neural Networks

Valentina Cammarota, Domenico Marinucci, Michele Salvi +1

We prove a Quantitative Functional Central Limit Theorem for one-hidden-layer neural networks with generic activation function. The rates of convergence that we establish depend he…