Optimization-Based MCMC Methods for Nonlinear Hierarchical Statistical Inverse Problems

Johnathan Bardsley, Tiangang Cui

In many hierarchical inverse problems, not only do we want to estimate high- or infinite-dimensional model parameters in the parameter-to-observable maps, but we also have to estim…