2 papers
math.PR2026
Optimal local central limit theorems on Wiener chaos
Masahisa Ebina, Ivan Nourdin, Giovanni Peccati
This paper investigates a local central limit theorem for a normalized sequence of random variables belonging to a fixed order Wiener chaos and converging to the standard normal di…
cs.LG2024
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 . Und…