Statistical inverse learning and ${\ell }^1$-regularization

Abhishake Rastogi, Tatiana A. Bubba, Tapio Helin +1

We study the recovery of sparse functions from finite, noisy, and indirect observations in the framework of statistical inverse learning. The unknown is modeled as an element of $\…