Approximation and learning of anisotropic and mixed smooth functions by deep ReLU neural networks

Yunfei Yang, Jun Fan

This paper studies how efficiently deep ReLU neural networks can approximate and learn smooth functions. When the error is measured in $L^p([0,1{]}^d)$ norm and the approximator is a…