Near-Optimal Learning of Gaussian Sobolev Operators

Ben Adcock, Michael Griebel, Gregor Maier

A key question in operator learning is how to design surrogate operators with provable approximation guarantees in reasonable computational time. Whereas smooth operators can be ap…