45 citations · 150 across the 12 of their papers we have counts for
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stat.ME2014★ 12 cited
Convergence of hybrid slice sampling via spectral gap
Krzysztof Łatuszyński, Daniel Rudolf
It is known that the simple slice sampler has robust convergence properties, however the class of problems where it can be implemented is limited. In contrast, we consider hybrid s…
math.PR2014★ 10 cited
Stability of adversarial Markov chains, with an application to adaptive MCMC algorithms
Radu V. Craiu, Lawrence Gray, Krzysztof Łatuszyński +3
We consider whether ergodic Markov chains with bounded step size remain bounded in probability when their transitions are modified by an adversary on a bounded subset. We provide c…