SwISS: A Scalable Markov chain Monte Carlo Divide-and-Conquer Strategy

Callum Vyner, Christopher Nemeth, Chris Sherlock

Divide-and-conquer strategies for Monte Carlo algorithms are an increasingly popular approach to making Bayesian inference scalable to large data sets. In its simplest form, the da…