Loopy Belief Propagation for Approximate Inference: An Empirical Study (1999)

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by Kevin P. Murphy , Yair Weiss , Michael I. Jordan
Venue:In Proceedings of Uncertainty in AI
Citations:466 - 18 self

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1 Correctnes of belief propagation in Gaussian graphical models of arbitrary topology – Yair Weiss, William T. Freeman - 1999
32 A Survey of Algorithms for Real-Time Bayesian Network Inference – Haipeng Guo, William Hsu - 2002
178 Correctness of Local Probability Propagation in Graphical Models with Loops – Yair Weiss - 2000
Statistical and . . . METHODS FOR SELF-ORGANIZATION AND FUSION OF MULTIMODAL, NETWORKED SENSORS – John W. Fisher, III, Martin J. Wainwright, Erik B. Sudderth, Alan S. Willsky - 2002
6 Tree-Based Reparameterization Framework for Approximate Estimation of Stochastic Processes on Graphs With Cycles – Martin Wainwright, Tommi Jaakkola, Alan Willsky - 2001
102 Tree-Based Reparameterization Framework for Analysis of Belief Propagation and Related Algorithms – Martin Wainwright, Tommi Jaakkola, Alan Willsky - 2001
43 An Analysis of Belief Propagation on the Turbo Decoding Graph with Gaussian Densities – Paat Rusmevichientong, Benjamin Van Roy - 2000
23 An Importance Sampling Algorithm Based on Evidence Pre-Propagation – Changhe Yuan, Marek J. Druzdzel - 2003
7 Decision Analytic Networks in Artificial Intelligence – Izhar Matzkevich, Bruce Abramson - 1995
11 Turbo Factor Analysis – Brendan J. Frey - 1999
70 Bethe free energy, Kikuchi approximations and belief propagation algorithms – Jonathan S. Yedidia, William T. Freeman, Yair Weiss - 2000
14 Cutset sampling for Bayesian networks – Bozhena Bidyuk, Rina Dechter
564 Dynamic Bayesian Networks: Representation, Inference and Learning – Kevin Patrick Murphy - 2002
17 A Bayesian Analysis of Simulation Algorithms for Inference in Belief Networks, – Paul Dagum, Eric Horvitz - 1993
122 Multiresolution markov models for signal and image processing – Alan S. Willsky - 2002
List of Tables...................................... viii – Haohai Yu, Michael V. Mascagni, Xiuwen Liu - 2011
44 On the Convergence of Iterative Decoding on Graphs with a Single Cycle – Srinivas M. Aji, Gavin B. Horn, Robert J. Mceliece - 1998
57 Variational Probabilistic Inference and the QMR-DT Network – Tommi Jaakkola , Michael I. Jordan - 1999
16 Variational probabilistic inference and the QMR-DT database – Tommi Jaakkola, Michael I. Jordan - 1999