Approximation Error and Complexity Bounds for ReLU Networks on Low-Regular Function Spaces

Owen Davis, Gianluca Geraci, Mohammad Motamed

In this work, we consider the approximation of a large class of bounded functions, with minimal regularity assumptions, by ReLU neural networks. We show that the approximation erro…