Optimal Convergence Rates of Deep Neural Network Classifiers

Zihan Zhang, Lei Shi, Ding-Xuan Zhou

In this paper, we study the binary classification problem on $[0,1{]}^d$ under the Tsybakov noise condition (with exponent $s\in [0,\infty ]$) and the compositional assumption. This…