Statistical Learning Theory for Neural Operators

Niklas Reinhardt, Sven Wang, Jakob Zech

We present statistical convergence results for the learning of (possibly) non-linear mappings in infinite-dimensional spaces. Specifically, given a map $G_0:\mathcal X\to\mathcal Y…