Empirical risk minimization in inverse problems

Jussi Klemelä, Enno Mammen

We study estimation of a multivariate function $f:{\mathbf{R}}^d\to \mathbf{R}$ when the observations are available from the function $Af$, where $A$ is a known linear operator. Both…