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Convergence analysis of distributed inference with vector-valued Gaussian belief propagation Journal article
Du,Jian, Ma,Shaodan, Wu,Yik Chung, Kar,Soummya, Moura,José M.F.. Convergence analysis of distributed inference with vector-valued Gaussian belief propagation[J]. Journal of Machine Learning Research, 2018, 18, 1-38.
Authors:  Du,Jian;  Ma,Shaodan;  Wu,Yik Chung;  Kar,Soummya;  Moura,José M.F.
Favorite | TC[WOS]:17 TC[Scopus]:22  IF:4.3/7.0 | Submit date：2021/03/11
Graphical Model  Large-scale Networks  Linear Gaussian Model  Markov Random Field  Walk-summability  
Convergence analysis of belief propagation for pairwise linear Gaussian models Conference paper
Du, Jian, Ma, Shaodan, Wu, Yik-Chung, Kar, Soummya, Moura, Jose M. F.. Convergence analysis of belief propagation for pairwise linear Gaussian models[C], 2018, 548-552.
Authors:  Du, Jian;  Ma, Shaodan;  Wu, Yik-Chung;  Kar, Soummya;  Moura, Jose M. F.
Favorite | TC[WOS]:0 TC[Scopus]:4 | Submit date：2019/02/14
Belief Propagation  Distributed Inference  Graphical Model  Large-scale Networks  Markov Random Field  
Convergence analysis of the information matrix in Gaussian Belief Propagation Conference paper
Du, Jian, Ma, Shaodan, Wu, Yik-Chung, Kar, Soummya, Moura, Jose M. F.. Convergence analysis of the information matrix in Gaussian Belief Propagation[C], 2017, 4074-4078.
Authors:  Du, Jian;  Ma, Shaodan;  Wu, Yik-Chung;  Kar, Soummya;  Moura, Jose M. F.
Favorite | TC[WOS]:7 TC[Scopus]:14 | Submit date：2019/02/14
Belief Propagation  Graphical Model  Large-scale Networks  Markov Random Field