Posterior contraction for empirical Bayesian approach to inverse problems under non-diagonal assumption

Junxiong Jia, Jigen Peng, Jinghuai Gao

We investigate an empirical Bayesian nonparametric approach to a family of linear inverse problems with Gaussian prior and Gaussian noise. We consider a class of Gaussian prior pro…