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Abstract: This paper presents a new sampling algorithm for approximating functions of variables representable as undirected graphical models of arbitrary connectivity with pairwise potentials, as well as for estimating the notoriously difficult partition function of the graph. The algorithm fits into the framework of sequential Monte Carlo methods rather than the more widely used MCMC, and relies on constructing a sequence of intermediate distributions which get closer to the desired one. While ... (Update)
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BibTeX entry: (Update)
@misc{ on-hot,
author = "And Normalization On",
title = "Hot Coupling: A Particle Approach to Inference",
url = "citeseer.ist.psu.edu/753718.html" }
Citations (may not include all citations):1543 Probabilistic reasoning in intelligent systems: networks of .. (context) - Pearl - 1988
1527 Optimization by simulated annealing - Kirkpatrick, Gelatt et al. - 1983
1491 Learning internal representations by error propagation (context) - Rumelhart, Hinton et al. - 1986
406 Sequential Monte Carlo Methods in Practice (context) - Doucet, de Freitas et al. - 2001
245 An introduction to variational methods for graphical models - Jordan, Ghahramani et al. - 1999
146 Monte Carlo Statistical Methods - Robert, Casella - 1999
122 Monte Carlo filter and smoother for non-Gaussian nonlinear s.. (context) - Kitagawa - 1996
120 Large Deviation Techniques in Decision (context) - Bucklew - 1986
115 On Gibbs sampling for state space models (context) - Carter, Kohn - 1994
102 Nonuniversal critical dynamics in Monte Carlo simulations (context) - Swendsen, Wang - 1987
86 The Markov chain Monte Carlo method: an approach to approxim.. - Jerrum, Sinclair - 1996
79 Hidden Markov models and disease mapping - Green, Richardson - 2002
55 Conditional random fields: Probabilistic models for segmenti.. - Lafferty, McCallum et al. - 2001
42 Annealed importance sampling - Neal - 1998
26 Markov random field modeling in image analysis (context) - Li - 2001
22 The Monte Carlo method (context) - Metropolis, Ulam - 1949
14 Monte Carlo Methods in Statistical Physics (context) - Newman, Barkema - 1999
8 Diagnosis by a waiter and a mars explorer - de Freitas, Dearden et al. - 2004
8 The swendsen-wang process does not always mix rapidly - Gore, Jerrum - 1996
4 Sequential Monte Carlo samplers - Moral, Doucet et al. - 2004
2 Nonequilibrium equality for free energy differences (context) - Jarzynski - 1997
1 An efficient Markov chain Monte Carlo method for distributio.. (context) - Moller, Pettitt et al. - 2004
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