Accelerating MCMC via Parallel Predictive Prefetching

Elaine Angelino, Eddie Kohler, Amos Waterland +2

We present a general framework for accelerating a large class of widely used Markov chain Monte Carlo (MCMC) algorithms. Our approach exploits fast, iterative approximations to the…