Complexity Analysis of Accelerated MCMC Methods for Bayesian Inversion

Viet Ha Hoang, Christoph Schwab, Andrew M. Stuart

We study Bayesian inversion for a model elliptic PDE with unknown diffusion coefficient. We provide complexity analyses of several Markov Chain-Monte Carlo (MCMC) methods for the e…