A short tour of operator learning theory: Convergence rates, statistical limits, and open questions

Simone Brugiapaglia, Nicola Rares Franco, Nicholas H. Nelsen

This paper surveys recent developments at the intersection of operator learning, statistical learning theory, and approximation theory. First, it reviews error bounds for empirical…