Diffusion Generative Modelling for Divide-and-Conquer MCMC

arXiv preprint

June 2024 · Connie Trojan, Paul Fearnhead, Christopher Nemeth

SwISS: A scalable Markov chain Monte Carlo divide-and-conquer strategy

Stat

December 2023 · Callum Vyner, Christopher Nemeth, Chris Sherlock

Merging MCMC Subposteriors through Gaussian-Process Approximations

Bayesian Analysis

June 2018 · Christopher Nemeth, Chris Sherlock