Dmitry M. Malioutov

	2011
11		Sujay Sanghavi, Dmitry M. Malioutov, Alan S. Willsky: Belief Propagation and LP Relaxation for Weighted Matching in General Graphs. IEEE Transactions on Information Theory 57(4): 2203-2212 (2011)
	2010
10		Dmitry M. Malioutov, Sujay Sanghavi, Alan S. Willsky: Sequential Compressed Sensing CoRR abs/1003.0219: (2010)
9		Dmitry M. Malioutov, Sujay Sanghavi, Alan S. Willsky: Sequential Compressed Sensing. J. Sel. Topics Signal Processing 4(2): 435-444 (2010)
	2008
8		Dmitry M. Malioutov, Sujay Sanghavi, Alan S. Willsky: Compressed sensing with sequential observations. ICASSP 2008: 3357-3360
7		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
6		Sujay Sanghavi, Dmitry M. Malioutov, Alan S. Willsky: Linear programming analysis of loopy belief propagation for weighted matching. NIPS 2007
5		Jason K. Johnson, Dmitry M. Malioutov, Alan S. Willsky: Lagrangian Relaxation for MAP Estimation in Graphical Models CoRR abs/0710.0013: (2007)
	2006
4		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
3		Jason K. Johnson, Dmitry M. Malioutov, Alan S. Willsky: Walk-Sum Interpretation and Analysis of Gaussian Belief Propagation. NIPS 2005
2		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)
	2002
1		Müjdat Çetin, Dmitry M. Malioutov, Alan S. Willsky: A variational technique for source localization based on a sparse signal reconstruction perspective. ICASSP 2002: 2965-2968

Coauthor Index

1	Müjdat Çetin	[1] [2]
2	Myung Jin Choi	[7]
3	Jason K. Johnson	[3] [4] [5] [7]
4	Sujay Sanghavi	[6] [8] [9] [10] [11]
5	Alan S. Willsky	[1] [2] [3] [4] [5] [6] [7] [8] [9] [10] [11]

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