28 citations · 94 across the 10 of their papers we have counts for
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stat.CO2018★ 26 cited
Perturbation Bounds for Monte Carlo within Metropolis via Restricted Approximations
Felipe Medina-Aguayo, Daniel Rudolf, Nikolaus Schweizer
The Monte Carlo within Metropolis (MCwM) algorithm, interpreted as a perturbed Metropolis-Hastings (MH) algorithm, provides an approach for approximate sampling when the target dis…
stat.CO2015
Perturbation theory for Markov chains via Wasserstein distance
Daniel Rudolf, Nikolaus Schweizer
Perturbation theory for Markov chains addresses the question how small differences in the transitions of Markov chains are reflected in differences between their distributions. We…