Parallel local approximation MCMC for expensive models

Patrick Conrad, Andrew Davis, Youssef Marzouk +2

Performing Bayesian inference via Markov chain Monte Carlo (MCMC) can be exceedingly expensive when posterior evaluations invoke the evaluation of a computationally expensive model…