Latent-IMH: Efficient Bayesian Inference for Inverse Problems with Approximate Operators

Youguang Chen, George Biros

We study sampling from posterior distributions in Bayesian linear inverse problems where $A$, the parameters to observables operator, is computationally expensive. In many applicat…