Active Bibliography

GLOBERSON & JAAKKOLA 133 Convergent Propagation Algorithms via Oriented Trees – Amir Globerson, Tommi Jaakkola
9 Convexifying the bethe free energy – Ofer Meshi, Ariel Jaimovich, Amir Globerson, Nir Friedman - 2009
Dual Decomposition for Marginal Inference – Justin Domke
Contents lists available at SciVerse ScienceDirect Information Processing Letters – unknown authors
11 Learning and evaluating Boltzmann machines – Ruslan Salakhutdinov, Ruslan Salakhutdinov - 2008
8 Extending expectation propagation for graphical models – Yuan Qi, Rosalind W. Picard - 2005
Lossy source coding with sparse graph codes: A . . . – Nima Noorshams, Martin J. Wainwright
Approved as to style and content by: – Charles A. Sutton, Sridhar Mahadevan Member, Jonathan Machta Member, Tommi Jaakkola Member, Andrew Barto, Department Chair, Hanna Wallach, Max Welling - 2008
Inconsistent parameter estimation in Markov random fields: Benefits in the computation-limited setting – Martin J. Wainwright - 2006
Accepted to IEEE Transactions on Information Theory – unknown authors - 2005
15 Convergent message-passing algorithms for inference over general graphs with convex free energy – Tamir Hazan, Amnon Shashua - 2008
9 Approximate inference using conditional entropy decompositions – Amir Globerson, Tommi Jaakkola
On the Choice of Regions for Generalized Belief Propagation – unknown authors
1 Tree-Structured Approximations by Expectation – Thomas Minka, Yuan Qi
1 Bethe Free Energy and Contrastive Divergence Approximations for Undirected Graphical Models – Yee Whye Teh, Yee Whye Teh - 2003
Generalized Belief Propagation on Tree Robust Structured Region Graphs – Andrew E. Gelfand, Max Welling
1 Efficient Statistical Methods for 3D Shape Inference – Brian Potetz - 2008
414 Constructing Free Energy Approximations and Generalized Belief Propagation Algorithms – Jonathan S. Yedidia, William T. Freeman, Yair Weiss - 2005
Co-promotor: – Wojciech Piotr Zajdel, Prof Dr. J. Biemond