Scalable couplings for the random walk Metropolis algorithm

Tamás P. Papp, Chris Sherlock

There has been a recent surge of interest in coupling methods for Markov chain Monte Carlo algorithms: they facilitate convergence quantification and unbiased estimation, while exp…