An approximate empirical Bayesian method for large-scale linear-Gaussian inverse problems

Qingping Zhou, Wenqing Liu, Jinglai Li +1

We study Bayesian inference methods for solving linear inverse problems, focusing on hierarchical formulations where the prior or the likelihood function depend on unspecified hype…