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Convex combination belief propagation

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Publication:2096322
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DOI10.1016/j.amc.2022.127572OpenAlexW4306657740MaRDI QIDQ2096322

Pedro Felzenszwalb, Anna Grim

Publication date: 16 November 2022

Published in: Applied Mathematics and Computation (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/2105.12815


zbMATH Keywords

image processingartificial intelligencestatistical inferencegraphical modelbelief propagation


Mathematics Subject Classification ID

Artificial intelligence (68Txx) Graph theory (05Cxx) Communication, information (94Axx)




Cites Work

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  • Gibbs measures and phase transitions.
  • The computational complexity of probabilistic inference using Bayesian belief networks
  • Constructing Free-Energy Approximations and Generalized Belief Propagation Algorithms
  • Stochastic Relaxation, Gibbs Distributions, and the Bayesian Restoration of Images
  • Factor graphs and the sum-product algorithm
  • Convergence Analysis of Reweighted Sum-Product Algorithms
  • On the Uniqueness of Loopy Belief Propagation Fixed Points
  • Diffusion methods for classification with pairwise relationships


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