Preconditioning the prior to overcome saturation in Bayesian inverse problems

Sergios Agapiou, Peter Mathé

We study Bayesian inference in statistical linear inverse problems with Gaussian noise and priors in Hilbert space. We focus our interest on the posterior contraction rate in the s…