Efficient MCMC Sampling with Expensive-to-Compute and Irregular Likelihoods

Conor Rosato, Harvinder Lehal, Simon Maskell +2

Bayesian inference with Markov Chain Monte Carlo (MCMC) is challenging when the likelihood function is irregular and expensive to compute. We explore several sampling algorithms th…