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Scan Order in Gibbs Sampling: Models in Which it Matters and Bounds on How Much

Gibbs sampling is a Markov Chain Monte Carlo sampling technique that iteratively samples variables from their conditional distributions. There are two common scan orders for the variables: random scan and systematic scan. Due to the benefits of locality in hardware, systematic scan is commonly used,...

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Detalles Bibliográficos
Publicado en:Adv Neural Inf Process Syst
Autores principales: He, Bryan, De Sa, Christopher, Mitliagkas, Ioannis, Ré, Christopher
Formato: Artigo
Lenguaje:Inglês
Publicado: 2016
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Acceso en línea:https://ncbi.nlm.nih.gov/pmc/articles/PMC5361064/
https://ncbi.nlm.nih.gov/pubmed/28344429
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