Bayes procedures for adaptive inference in inverse problems for the white noise model

B. T. Knapik, B. T. Szabó, A. W. van der Vaart +1

We study empirical and hierarchical Bayes approaches to the problem of estimating an infinite-dimensional parameter in mildly ill-posed inverse problems. We consider a class of pri…