Generalization Ability of Wide Residual Networks

Jianfa Lai, Zixiong Yu, Songtao Tian +1

In this paper, we study the generalization ability of the wide residual network on ${\mathbb{S}}^{d-1}$ with the ReLU activation function. We first show that as the width $m\rightarr…