Sat, 05 Jul 2008 22:58:50 BST CiteULike: mshafiei's sampling http://www.citeulike.org/user/mshafiei/tag/sampling CiteULike.org en-gb Copyright © 2004-2008 citeulike.org http://www.citeulike.org/user/mshafiei/article/2517325 <i>J. Mach. Learn. Res., Vol. 6 (2005), pp. 1551-1577.</i> A Bayesian Model for Supervised Clustering with the Dirichlet Process Prior Hal Iii Daniel Marcu J. Mach. Learn. Res., Vol. 6 (2005), pp. 1551-1577. 2008-03-12T01:37:16-00:00 2005 J. Mach. Learn. Res. 1533-7928 6 1551 1577 MIT Press bayesian clustering conjugate crp mcmc non-conjugate nonparametric prior sampling supervised http://www.citeulike.org/user/mshafiei/article/2462307 <i>(2006), pp. 947-954.</i> Nested sampling for Potts models Iain Murray David Mackay Zoubin Ghahramani John Skilling (2006), pp. 947-954. 2008-03-03T22:15:17-00:00 2006 947 954 MIT Press bayesian mcmc sampling http://www.citeulike.org/user/mshafiei/article/815714 <i>(2003)</i><br /><br />This purpose of this introductory paper is threefold. First, it introduces the Monte Carlo method with emphasis on probabilistic machine learning. Second, it reviews the main building blocks of modern Markov chain Monte Carlo simulation, thereby providing and introduction to the remaining papers of this special issue. Lastly, it discusses new interesting research horizons. An introduction to MCMC for machine learning C Andrieu N de Freitas A Doucet M Jordan (2003) 2006-08-24T15:04:55-00:00 2003 learning machinelearning markov-chain mcmc sampling tutorial