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Regularized Gaussian belief propagation

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Publication:1703865
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DOI10.1007/s11222-017-9753-7zbMath1505.62212OpenAlexW2612976922MaRDI QIDQ1703865

Peng Zhang

Publication date: 7 March 2018

Published in: Statistics and Computing (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s11222-017-9753-7

zbMATH Keywords

convergenceregularizationGaussian distributionsapproximate inferencebelief propagation


Mathematics Subject Classification ID

Computational methods for problems pertaining to statistics (62-08) Estimation in multivariate analysis (62H12) Asymptotic distribution theory in statistics (62E20)


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Cites Work

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  • Probability propagation
  • Least angle regression. (With discussion)
  • Correctness of Belief Propagation in Gaussian Graphical Models of Arbitrary Topology
  • Probabilistic Inference and Influence Diagrams
  • The generalized distributive law
  • Estimation in Gaussian Graphical Models Using Tractable Subgraphs: A Walk-Sum Analysis
  • EM-Based Joint Channel Estimation and Detection for Frequency Selective Channels Using Gaussian Message Passing
  • Feedback Message Passing for Inference in Gaussian Graphical Models
  • On Convergence Conditions of Gaussian Belief Propagation
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