Replica-exchange Nosé-Hoover dynamics for Bayesian learning on large datasets

Rui Luo, Qiang Zhang, Yaodong Yang +1

In this paper, we present a new practical method for Bayesian learning that can rapidly draw representative samples from complex posterior distributions with multiple isolated mode…