Empirical Risk Minimization as Parameter Choice Rule for General Linear Regularization Methods

Housen Li, Frank Werner

We consider the statistical inverse problem to recover $f$ from noisy measurements $Y=Tf+\sigma \xi$ where $\xi$ is Gaussian white noise and $T$ a compact operator between Hilbert spaces…