Approximated Structured Prediction for Learning Large Scale Graphical Models

15 June 2010

Papers citing "Approximated Structured Prediction for Learning Large Scale Graphical Models"

6 / 6 papers shown

Title
A New Class of Upper Bounds on the Log Partition Function Martin J. Wainwright Tommi Jaakkola A. Willsky 77 459 0 12 Dec 2012
Discriminative Probabilistic Models for Relational Data B. Taskar Pieter Abbeel D. Koller 58 823 0 12 Dec 2012
Constrained Approximate Maximum Entropy Learning of Markov Random Fields Varun Ganapathi David Vickrey John C. Duchi D. Koller 62 36 0 13 Jun 2012
Convergent message passing algorithms - a unifying view Talya Meltzer Amir Globerson Yair Weiss 88 129 0 09 May 2012
Norm-Product Belief Propagation: Primal-Dual Message-Passing for Approximate Inference Tamir Hazan Amnon Shashua TPM 99 123 0 18 Mar 2009
Lagrangian Relaxation for MAP Estimation in Graphical Models Jason K. Johnson Dmitry Malioutov A. Willsky 104 87 0 28 Sep 2007