An adaptive independence sampler MCMC algorithm for infinite dimensional Bayesian inferences

Zhe Feng, Jinglai Li

Many scientific and engineering problems require to perform Bayesian inferences in function spaces, in which the unknowns are of infinite dimension. In such problems, many standard…