Approximate inference on planar graphs using Loop Calculus and Belief Propagation

9 August 2014

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 Hamidreza Behjoo Michael Chertkov 108 1 0 25 Jan 2023
Gauges, Loops, and Polynomials for Partition Functions of Graphical Models Michael Chertkov Vladimir Chernyak Yury Maximov 53 5 0 12 Nov 2018
MCMC assisted by Belief Propagation SungSoo Ahn Michael Chertkov Jinwoo Shin 41 0 0 29 May 2016
An Importance Sampling Scheme for Models in a Strong External Field Mehdi Molkaraie 41 8 0 29 Dec 2015
Monte Carlo Methods for the Ferromagnetic Potts Model Using Factor Graph Duality Mehdi Molkaraie Vicencc Gómez 102 6 0 23 Jun 2015
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 Michael Chertkov A. Gelfand Jinwoo Shin 69 3 0 05 Jun 2013