| * | 2009 |
|---|
| 9 | EE | Jason K. Johnson,
Vladimir Y. Chernyak,
Michael Chertkov:
Orbit-product representation and correction of Gaussian belief propagation.
ICML 2009: 60 |
| 8 | EE | Jason K. Johnson,
Danny Bickson,
Danny Dolev:
Fixing Convergence of Gaussian Belief Propagation
CoRR abs/0901.4192: (2009) |
| 2008 |
|---|
| 7 | EE | Jason K. Johnson,
Alan S. Willsky:
A Recursive Model-Reduction Method for Approximate Inference in Gaussian Markov Random Fields.
IEEE Transactions on Image Processing 17(1): 70-83 (2008) |
| 6 | EE | Dmitry M. Malioutov,
Jason K. Johnson,
Myung Jin Choi,
Alan S. Willsky:
Low-Rank Variance Approximation in GMRF Models: Single and Multiscale Approaches.
IEEE Transactions on Signal Processing 56(10-1): 4621-4634 (2008) |
| 5 | EE | V. Chandrasekaran,
Jason K. Johnson,
Alan S. Willsky:
Estimation in Gaussian Graphical Models Using Tractable Subgraphs: A Walk-Sum Analysis.
IEEE Transactions on Signal Processing 56(5): 1916-1930 (2008) |
| 2007 |
|---|
| 4 | EE | Venkat Chandrasekaran,
Jason K. Johnson,
Alan S. Willsky:
Adaptive Embedded Subgraph Algorithms using Walk-Sum Analysis.
NIPS 2007 |
| 3 | EE | Jason K. Johnson,
Dmitry M. Malioutov,
Alan S. Willsky:
Lagrangian Relaxation for MAP Estimation in Graphical Models
CoRR abs/0710.0013: (2007) |
| 2006 |
|---|
| 2 | EE | Dmitry M. Malioutov,
Jason K. Johnson,
Alan S. Willsky:
Walk-Sums and Belief Propagation in Gaussian Graphical Models.
Journal of Machine Learning Research 7: 2031-2064 (2006) |
| 2005 |
|---|
| 1 | EE | Jason K. Johnson,
Dmitry M. Malioutov,
Alan S. Willsky:
Walk-Sum Interpretation and Analysis of Gaussian Belief Propagation.
NIPS 2005 |
