Theoretical Analysis of Inductive Biases in Deep Convolutional Networks

Zihao Wang, Lei Wu

In this paper, we provide a theoretical analysis of the inductive biases in convolutional neural networks (CNNs). We start by examining the universality of CNNs, i.e., the ability…