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"

9 / 9 papers shown

Title
Exact Fractional Inference via Re-Parametrization & Interpolation between Tree-Re-Weighted- and Belief Propagation- Algorithms Hamidreza Behjoo Michael Chertkov 14 1 0 25 Jan 2023
Gauges, Loops, and Polynomials for Partition Functions of Graphical Models Michael Chertkov Vladimir Chernyak Yury Maximov 19 5 0 12 Nov 2018
MCMC assisted by Belief Propagation Sungsoo Ahn Michael Chertkov Jinwoo Shin 8 0 0 29 May 2016
An Importance Sampling Scheme for Models in a Strong External Field Mehdi Molkaraie 11 8 0 29 Dec 2015
Monte Carlo Methods for the Ferromagnetic Potts Model Using Factor Graph Duality Mehdi Molkaraie Vicencc Gómez 27 6 0 23 Jun 2015
Learning Planar Ising Models Jason K. Johnson Diane Oyen Michael Chertkov Praneeth Netrapalli 37 12 0 03 Feb 2015
Loop Calculus and Bootstrap-Belief Propagation for Perfect Matchings on Arbitrary Graphs Michael Chertkov A. Gelfand Jinwoo Shin 34 3 0 05 Jun 2013
Approximate Inference and Constrained Optimization Tom Heskes Kees Albers H. Kappen 3DV 62 118 0 19 Oct 2012
Belief Propagation and Loop Series on Planar Graphs Michael Chertkov Vladimir Chernyak Razvan Teodorescu 83 18 0 27 Feb 2008