Bethe Bounds and Approximating the Global Optimum

31 December 2012

Papers citing "Bethe Bounds and Approximating the Global Optimum"

8 / 8 papers shown

Title
An Empirical Analysis of Likelihood-Weighting Simulation on a Large, Multiply-Connected Belief Network M. Shwe G. Cooper 107 89 0 27 Mar 2013
Belief Optimization for Binary Networks: A Stable Alternative to Loopy Belief Propagation Max Welling Yee Whye Teh 99 116 0 10 Jan 2013
A New Class of Upper Bounds on the Log Partition Function Martin J. Wainwright Tommi Jaakkola A. Willsky 96 459 0 12 Dec 2012
Accuracy Bounds for Belief Propagation Alexander Ihler 72 41 0 20 Jun 2012
Constrained Approximate Maximum Entropy Learning of Markov Random Fields Varun Ganapathi David Vickrey John C. Duchi D. Koller 72 37 0 13 Jun 2012
What Cannot be Learned with Bethe Approximations Uri Heinemann Amir Globerson 67 27 0 14 Feb 2012
Bound Propagation H. Kappen Martijn A. R. Leisink 94 31 0 24 Jun 2011
Variational Probabilistic Inference and the QMR-DT Network Tommi Jaakkola Michael I. Jordan BDL 117 202 0 27 May 2011