Classification of Data Generated by Gaussian Mixture Models Using Deep ReLU Networks

Tian-Yi Zhou, Xiaoming Huo

This paper studies the binary classification of unbounded data from ${\mathbb{R}}^d$ generated under Gaussian Mixture Models (GMMs) using deep ReLU neural networks. We obtain $\unic…