Stein's unbiased risk estimate and Hyvärinen's score matching

Sulagna Ghosh, Nikolaos Ignatiadis, Frederic Koehler +1

Given a collection of observed signals corrupted with Gaussian noise, how can we learn to optimally denoise them? This fundamental problem arises in both empirical Bayes and genera…