Entropy and sampling numbers of classes of ridge functions

Sebastian Mayer, Tino Ullrich, Jan Vybiral

We study properties of ridge functions $f(x)=g(a\cdot x)$ in high dimensions $d$ from the viewpoint of approximation theory. The considered function classes consist of ridge functi…