Convergence Rates of Empirical Bayes Posterior Distributions: A Variational Perspective

Fengshuo Zhang, Chao Gao

We study the convergence rates of empirical Bayes posterior distributions for nonparametric and high-dimensional inference. We show that as long as the hyperparameter set is discre…