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Approximate inference on planar graphs using Loop Calculus and Belief
  Propagation

Approximate inference on planar graphs using Loop Calculus and Belief Propagation

9 August 2014
Vicencc Gómez
H. Kappen
Michael Chertkov
ArXiv (abs)PDFHTML

Papers citing "Approximate inference on planar graphs using Loop Calculus and Belief Propagation"

7 / 7 papers shown
Title
Exact Fractional Inference via Re-Parametrization & Interpolation
  between Tree-Re-Weighted- and Belief Propagation- Algorithms
Exact Fractional Inference via Re-Parametrization & Interpolation between Tree-Re-Weighted- and Belief Propagation- Algorithms
Hamidreza Behjoo
Michael Chertkov
106
1
0
25 Jan 2023
Gauges, Loops, and Polynomials for Partition Functions of Graphical
  Models
Gauges, Loops, and Polynomials for Partition Functions of Graphical Models
Michael Chertkov
Vladimir Chernyak
Yury Maximov
51
5
0
12 Nov 2018
MCMC assisted by Belief Propagation
MCMC assisted by Belief Propagation
SungSoo Ahn
Michael Chertkov
Jinwoo Shin
39
0
0
29 May 2016
An Importance Sampling Scheme for Models in a Strong External Field
An Importance Sampling Scheme for Models in a Strong External Field
Mehdi Molkaraie
39
8
0
29 Dec 2015
Monte Carlo Methods for the Ferromagnetic Potts Model Using Factor Graph
  Duality
Monte Carlo Methods for the Ferromagnetic Potts Model Using Factor Graph Duality
Mehdi Molkaraie
Vicencc Gómez
100
6
0
23 Jun 2015
Learning Planar Ising Models
Learning Planar Ising Models
Jason K. Johnson
Diane Oyen
Michael Chertkov
Praneeth Netrapalli
118
12
0
03 Feb 2015
Loop Calculus and Bootstrap-Belief Propagation for Perfect Matchings on
  Arbitrary Graphs
Loop Calculus and Bootstrap-Belief Propagation for Perfect Matchings on Arbitrary Graphs
Michael Chertkov
A. Gelfand
Jinwoo Shin
69
3
0
05 Jun 2013
1