Optimal Multiscale Learning of Linear Operators

Jiaheng Chen, Daniel Sanz-Alonso

We study the statistical and computational limits of learning bounded linear operators between Sobolev spaces from noisy input-output data. In wavelet coordinates, the problem is r…