Dmitry Malioutov
Dmitry Malioutov
Research Staff Member, T.J. Watson IBM Research center
Verified email at us.ibm.com - Homepage
Title
Cited by
Cited by
Year
A sparse signal reconstruction perspective for source localization with sensor arrays
D Malioutov, M «etin, AS Willsky
IEEE Transactions on Signal Processing 53 (8), 3010-3022, 2005
22062005
Homotopy continuation for sparse signal representation
DM Malioutov, M Cetin, AS Willsky
Acoustics, Speech, and Signal Processing, 2005. Proceedings.(ICASSP'05†…, 2005
3232005
Walk-sums and belief propagation in Gaussian graphical models
DM Malioutov, JK Johnson, AS Willsky
Journal of Machine Learning Research 7 (Oct), 2031-2064, 2006
2882006
Sequential compressed sensing
DM Malioutov, SR Sanghavi, AS Willsky
IEEE Journal of Selected Topics in Signal Processing 4 (2), 435-444, 2010
1542010
Optimal sparse representations in general overcomplete bases
DM Malioutov, M Cetin, AS Willsky
Acoustics, Speech, and Signal Processing, 2004. Proceedings.(ICASSP'04†…, 2004
1002004
Reducing data acquisition times in phase-encoded velocity imaging using compressed sensing
DJ Holland, DM Malioutov, A Blake, AJ Sederman, LF Gladden
Journal of Magnetic Resonance 203 (2), 236-246, 2010
942010
A variational technique for source localization based on a sparse signal reconstruction perspective
M Cetin, DM Malioutov, AS Willsky
Acoustics, Speech, and Signal Processing (ICASSP), 2002 IEEE International†…, 2002
942002
Lagrangian relaxation for MAP estimation in graphical models
JK Johnson, DM Malioutov, AS Willsky
arXiv preprint arXiv:0710.0013, 2007
892007
Exact rule learning via boolean compressed sensing
D Malioutov, K Varshney
Proceedings of The 30th International Conference on Machine Learning, 765-773, 2013
752013
Linear programming analysis of loopy belief propagation for weighted matching
S Sanghavi, D Malioutov, AS Willsky
Advances in neural information processing systems, 1273-1280, 2008
732008
Large-scale log-determinant computation through stochastic Chebyshev expansions
I Han, D Malioutov, J Shin
International Conference on Machine Learning, 908-917, 2015
712015
Compressed sensing with sequential observations
DM Malioutov, S Sanghavi, AS Willsky
Acoustics, Speech and Signal Processing, 2008. ICASSP 2008. IEEE†…, 2008
682008
Boolean compressed sensing: LP relaxation for group testing
D Malioutov, M Malyutov
Acoustics, Speech and Signal Processing (ICASSP), 2012 IEEE International†…, 2012
672012
Belief propagation and LP relaxation for weighted matching in general graphs
S Sanghavi, D Malioutov, A Willsky
IEEE Transactions on Information Theory 57 (4), 2203-2212, 2011
632011
Walk-sum interpretation and analysis of Gaussian belief propagation
JK Johnson, DM Malioutov, AS Willsky
Advances in neural information processing systems 18, 579, 2006
622006
Quantitative single point imaging with compressed sensing
P Parasoglou, D Malioutov, AJ Sederman, J Rasburn, H Powell, ...
Journal of Magnetic resonance 201 (1), 72-80, 2009
482009
Approximating Spectral Sums of Large-Scale Matrices using Stochastic Chebyshev Approximations
I Han, D Malioutov, H Avron, J Shin
SIAM Journal on Scientific Computing 39 (4), A1558-A1585, 2017
462017
Approximating the Spectral Sums of Large-scale Matrices using Chebyshev Approximations
I Han, D Malioutov, H Avron, J Shin
arXiv preprint arXiv:1606.00942, 2016
46*2016
Source localization by enforcing sparsity through a Laplacian prior: an SVD-based approach
DM Malioutov, M Cetin, AS Willsky
Statistical Signal Processing, 2003 IEEE Workshop on, 573-576, 2003
392003
Interpretable Two-level Boolean Rule Learning for Classification
G Su, D Wei, KR Varshney, DM Malioutov
arXiv preprint arXiv:1511.07361, 2015
372015
The system can't perform the operation now. Try again later.
Articles 1–20