Sampling Strategies in Bayesian Inversion: A Study of RTO and Langevin Methods

Remi Laumont, Yiqiu Dong, Martin Skovgaard Andersen

This paper studies two classes of sampling methods for the solution of inverse problems, namely Randomize-Then-Optimize (RTO), which is rooted in sensitivity analysis, and Langevin…