Stochastic Belief Propagation: A Low-Complexity Alternative to the
Sum-Product Algorithm

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Stochastic Belief Propagation: A Low-Complexity Alternative to the Sum-Product Algorithm

4 November 2011

Martin J. Wainwright

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Papers citing "Stochastic Belief Propagation: A Low-Complexity Alternative to the Sum-Product Algorithm"

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Title
Nonlocal optimization of binary neural networks Amir Khoshaman Giuseppe Castiglione C. Srinivasa 50 0 0 05 Apr 2022
$α$ Belief Propagation for Approximate Inference Dong Liu Minh Thành Vu Zuxing Li L. Rasmussen 35 0 0 27 Jun 2020
Continuous Graph Flow Zhiwei Deng Megha Nawhal Lili Meng Greg Mori 51 3 0 07 Aug 2019
Block Belief Propagation for Parameter Learning in Markov Random Fields You Lu Zhiyuan Liu Bert Huang 97 0 0 09 Nov 2018
Inference in Probabilistic Graphical Models by Graph Neural Networks Kijung Yoon Renjie Liao Yuwen Xiong Lisa Zhang Ethan Fetaya R. Urtasun R. Zemel Xaq Pitkow TPM 186 102 0 21 Mar 2018
Low-Complexity Stochastic Generalized Belief Propagation Farzin Haddadpour M. J. Siavoshani M. Noshad 31 3 0 06 May 2016
Statistical guarantees for the EM algorithm: From population to sample-based analysis Sivaraman Balakrishnan Martin J. Wainwright Bin Yu 325 482 0 09 Aug 2014
A Novel Stochastic Decoding of LDPC Codes with Quantitative Guarantees Nima Noorshams Aravind R. Iyengar 46 1 0 25 May 2014
Distributed Learning of Distributions via Social Sampling Anand D. Sarwate T. Javidi FedML 55 13 0 20 May 2013
Belief Propagation for Continuous State Spaces: Stochastic Message-Passing with Quantitative Guarantees Nima Noorshams Martin J. Wainwright 108 38 0 16 Dec 2012