131 citations · 179 across the 26 of their papers we have counts for
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cs.LG2020
Orbital MCMC
Kirill Neklyudov, Max Welling
Markov Chain Monte Carlo (MCMC) algorithms ubiquitously employ complex deterministic transformations to generate proposal points that are then filtered by the Metropolis-Hastings-G…
cs.LG2020★ 1 cited
Involutive MCMC: a Unifying Framework
Kirill Neklyudov, Max Welling, Evgenii Egorov +1
Markov Chain Monte Carlo (MCMC) is a computational approach to fundamental problems such as inference, integration, optimization, and simulation. The field has developed a broad sp…