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Ensuring Rapid Mixing and Low Bias for Asynchronous Gibbs Sampling

Gibbs sampling is a Markov chain Monte Carlo technique commonly used for estimating marginal distributions. To speed up Gibbs sampling, there has recently been interest in parallelizing it by executing asynchronously. While empirical results suggest that many models can be efficiently sampled asynch...

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Библиографические подробности
Опубликовано в: :JMLR Workshop Conf Proc
Главные авторы: De Sa, Christopher, Olukotun, Kunle, Ré, Christopher
Формат: Artigo
Язык:Inglês
Опубликовано: 2016
Предметы:
Online-ссылка:https://ncbi.nlm.nih.gov/pmc/articles/PMC5360990/
https://ncbi.nlm.nih.gov/pubmed/28344730
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