| * | 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) |
| 2007 |
|---|
| 5 | EE | Sujay Sanghavi,
Dmitry M. Malioutov,
Alan S. Willsky:
Linear programming analysis of loopy belief propagation for weighted matching.
NIPS 2007 |
| 4 | EE | Jason K. Johnson,
Dmitry M. Malioutov,
Alan S. Willsky:
Lagrangian Relaxation for MAP Estimation in Graphical Models
CoRR abs/0710.0013: (2007) |
| 2006 |
|---|
| 3 | 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 |
|---|
| 2 | EE | Jason K. Johnson,
Dmitry M. Malioutov,
Alan S. Willsky:
Walk-Sum Interpretation and Analysis of Gaussian Belief Propagation.
NIPS 2005 |
| 1 | EE | Dmitry M. Malioutov,
Müjdat Çetin,
Alan S. Willsky:
A sparse signal reconstruction perspective for source localization with sensor arrays.
IEEE Transactions on Signal Processing 53(8-2): 3010-3022 (2005) |
