Accelerated dimension-independent adaptive Metropolis

Yuxin Chen, David Keyes, Kody J. H. Law +1

This work considers black-box Bayesian inference over high-dimensional parameter spaces. The well-known adaptive Metropolis (AM) algorithm of (Haario etal. 2001) is extended herein…