Quantitative CLTs in Deep Neural Networks

Stefano Favaro, Boris Hanin, Domenico Marinucci +2

We study the distribution of a fully connected neural network with random Gaussian weights and biases in which the hidden layer widths are proportional to a large constant $n$. Und…