Nearly Optimal Approximation Rates for Deep Super ReLU Networks on Sobolev Spaces

Yahong Yang, Yue Wu, Haizhao Yang +1

This paper introduces deep super ReLU networks (DSRNs) as a method for approximating functions in Sobolev spaces measured by Sobolev norms $W^{m,p}$ for $m\in \mathbb{N}$ with $m\ge…