Convergence bounds for empirical nonlinear least-squares

Martin Eigel, Reinhold Schneider, Philipp Trunschke

We consider best approximation problems in a nonlinear subset $\mathcal{M}$ of a Banach space of functions $(\mathcal{V},\Vert \bullet \Vert )$. The norm is assumed to be a generalization o…