Posterior Contraction Rates for the Bayesian Approach to Linear Ill-Posed Inverse Problems

Sergios Agapiou, Stig Larsson, Andrew M. Stuart

We consider a Bayesian nonparametric approach to a family of linear inverse problems in a separable Hilbert space setting with Gaussian noise. We assume Gaussian priors, which are…