Multivariate, Heteroscedastic Empirical Bayes via Nonparametric Maximum Likelihood

Jake A. Soloff, Adityanand Guntuboyina, Bodhisattva Sen

Multivariate, heteroscedastic errors complicate statistical inference in many large-scale denoising problems. Empirical Bayes is attractive in such settings, but standard parametri…