15 citations · 80 across the 14 of their papers we have counts for
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stat.CO2022★ 1 cited
Sampling using Adaptive Regenerative Processes
Hector McKimm, Andi Q Wang, Murray Pollock +2
Enriching Brownian motion with regenerations from a fixed regeneration distribution at a particular regeneration rate results in a Markov process that has a target distribu…
stat.CO2021★ 11 cited
Comparison of Markov chains via weak Poincaré inequalities with application to pseudo-marginal MCMC
Christophe Andrieu, Anthony Lee, Sam Power +1
We investigate the use of a certain class of functional inequalities known as weak Poincaré inequalities to bound convergence of Markov chains to equilibrium. We show that this ena…