Jason K. Johnson

Misha Chertkov

Proceedings of the 2013 IEEE International Symposium on Information Theory, 2013

2011

Linear programming based detectors for two-dimensional intersymbol interference channels.

[BibT_eX]

[DOI]

Shrinivas Kudekar

Proceedings of the 2011 IEEE International Symposium on Information Theory Proceedings, 2011

2010

Learning Planar Ising Models

[BibT_eX]

[DOI]

Praneeth Netrapalli

CoRR, 2010

A majorization-minimization approach to design of power transmission networks.

[BibT_eX]

[DOI]

Proceedings of the 49th IEEE Conference on Decision and Control, 2010

2009

Fixing convergence of Gaussian belief propagation.

[BibT_eX]

[DOI]

Danny Dolev

Danny Bickson

Proceedings of the IEEE International Symposium on Information Theory, 2009

Orbit-product representation and correction of Gaussian belief propagation.

[BibT_eX]

[DOI]

Vladimir Y. Chernyak

Proceedings of the 26th Annual International Conference on Machine Learning, 2009

2008

Convex relaxation methods for graphical models: Lagrangian and maximum entropy approaches.

[BibT_eX]

[DOI]

PhD thesis, 2008

Low-Rank Variance Approximation in GMRF Models: Single and Multiscale Approaches.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2008

Estimation in Gaussian Graphical Models Using Tractable Subgraphs: A Walk-Sum Analysis.

[BibT_eX]

[DOI]

Venkat Chandrasekaran

IEEE Trans. Signal Process., 2008

A Recursive Model-Reduction Method for Approximate Inference in Gaussian Markov Random Fields.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2008

2007

Learning Markov Structure by Maximum Entropy Relaxation.

[BibT_eX]

[DOI]

Venkat Chandrasekaran

Proceedings of the Eleventh International Conference on Artificial Intelligence and Statistics, 2007

Lagrangian Relaxation for MAP Estimation in Graphical Models

[BibT_eX]

[DOI]

CoRR, 2007

Adaptive Embedded Subgraph Algorithms using Walk-Sum Analysis.

[BibT_eX]

[DOI]

Venkat Chandrasekaran

Proceedings of the Advances in Neural Information Processing Systems 20, 2007

GMRF Variance Approximation using Splicedwavelet Bases.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2007

2006

Walk-Sums and Belief Propagation in Gaussian Graphical Models.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2006

Low-Rank Variance Estimation in Large-Scale Gmrf Models.

[BibT_eX]

[DOI]

Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

2005

Walk-Sum Interpretation and Analysis of Gaussian Belief Propagation.

[BibT_eX]

[DOI]