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An Introduction to MCMC for Machine Learning

20032,389 citationsJournal Articlebronze Open Access

Authors

Christophe Andrieu · University of Bristol

Nando de Freitas · University of British Columbia

Randal Douc · The University of Melbourne

Michael I. Jordan · University of California, Berkeley

Topics & Keywords

Bayesian Methods and Mixture Models Gaussian Processes and Bayesian Inference Data Management and Algorithms

Publication Details

Published in: Machine Learning

Volume 50, Issue 1-2, pp. 5-43

DOI: 10.1023/a:1020281327116

Field-Weighted Citation Impact: 49.89

An Introduction to MCMC for Machine Learning | Researchclopedia