Convergent Message-Passing Algorithms for Inference over General Graphs with Convex Free Energies

13 June 2012

Papers citing "Convergent Message-Passing Algorithms for Inference over General Graphs with Convex Free Energies"

21 / 21 papers shown

Title
Circular Belief Propagation for Approximate Probabilistic Inference Vincent Bouttier R. Jardri S. Denéve 27 0 0 17 Mar 2024
Understanding the Behavior of Belief Propagation Christian Knoll 3DV 15 3 0 05 Sep 2022
Relaxed Marginal Consistency for Differentially Private Query Answering Ryan McKenna Siddhant Pradhan Daniel Sheldon G. Miklau 31 11 0 13 Sep 2021
Fundamental Linear Algebra Problem of Gaussian Inference T. Barfoot 16 2 0 15 Oct 2020
Accelerated Message Passing for Entropy-Regularized MAP Inference Jonathan Lee Aldo Pacchiano Peter L. Bartlett Michael I. Jordan 12 0 0 01 Jul 2020
Graph Structured Prediction Energy Networks Colin Graber A. Schwing 11 17 0 31 Oct 2019
Convergence Rates of Smooth Message Passing with Rounding in Entropy-Regularized MAP Inference Jonathan Lee Aldo Pacchiano Michael I. Jordan 11 3 0 02 Jul 2019
Self-Guided Belief Propagation -- A Homotopy Continuation Method Christian Knoll Adrian Weller Franz Pernkopf 15 8 0 04 Dec 2018
On Coordinate Minimization of Convex Piecewise-Affine Functions Tomáš Werner 15 1 0 14 Sep 2017
Decomposition Bounds for Marginal MAP Ming-Yu Liu Qiang Liu Alexander Ihler 24 23 0 09 Nov 2015
Message Passing and Combinatorial Optimization Siamak Ravanbakhsh 51 1 0 20 Aug 2015
Bethe Learning of Conditional Random Fields via MAP Decoding K. Tang Nicholas Ruozzi David Belanger Tony Jebara TPM 23 5 0 04 Mar 2015
Projecting Markov Random Field Parameters for Fast Mixing Xianghang Liu Justin Domke 29 6 0 05 Nov 2014
Projecting Ising Model Parameters for Fast Mixing Justin Domke Xianghang Liu 29 6 0 03 Jul 2014
Tightening Fractional Covering Upper Bounds on the Partition Function for High-Order Region Graphs Tamir Hazan Jian-wei Peng Amnon Shashua 43 16 0 16 Oct 2012
Generalized Belief Propagation on Tree Robust Structured Region Graphs A. Gelfand Max Welling 35 6 0 16 Oct 2012
Convexifying the Bethe Free Energy Ofer Meshi A. Jaimovich Amir Globerson N. Friedman 76 56 0 09 May 2012
Convergent message passing algorithms - a unifying view Talya Meltzer Amir Globerson Yair Weiss 65 129 0 09 May 2012
MAP Estimation of Semi-Metric MRFs via Hierarchical Graph Cuts M. P. Kumar D. Koller 46 39 0 09 May 2012
Zero-Temperature Limit of a Convergent Algorithm to Minimize the Bethe Free Energy Tomáš Werner 40 1 0 22 Dec 2011
Norm-Product Belief Propagation: Primal-Dual Message-Passing for Approximate Inference Tamir Hazan Amnon Shashua TPM 58 123 0 18 Mar 2009