متابعة
Dmitry Malioutov
Dmitry Malioutov
Research Staff Member, T.J. Watson IBM Research center
بريد إلكتروني تم التحقق منه على us.ibm.com - الصفحة الرئيسية
عنوان
عدد مرات الاقتباسات
عدد مرات الاقتباسات
السنة
A sparse signal reconstruction perspective for source localization with sensor arrays‏
D Malioutov, M Çetin, AS Willsky‏
IEEE Transactions on Signal Processing 53 (8), 3010-3022, 2005‏
29732005
Homotopy continuation for sparse signal representation‏
DM Malioutov, M Cetin, AS Willsky‏
Acoustics, Speech, and Signal Processing, 2005. Proceedings.(ICASSP'05 …, 2005‏
3762005
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
3472006
Sequential compressed sensing‏
DM Malioutov, SR Sanghavi, AS Willsky‏
IEEE Journal of Selected Topics in Signal Processing 4 (2), 435-444, 2010‏
1712010
Large-scale log-determinant computation through stochastic Chebyshev expansions‏
I Han, D Malioutov, J Shin‏
International Conference on Machine Learning, 908-917, 2015‏
1132015
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
1122010
Optimal sparse representations in general overcomplete bases‏
DM Malioutov, M Cetin, AS Willsky‏
Acoustics, Speech, and Signal Processing, 2004. Proceedings.(ICASSP'04 …, 2004‏
1082004
Exact rule learning via boolean compressed sensing‏
D Malioutov, K Varshney‏
Proceedings of The 30th International Conference on Machine Learning, 765-773, 2013‏
1042013
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
972002
Lagrangian relaxation for MAP estimation in graphical models‏
JK Johnson, DM Malioutov, AS Willsky‏
arXiv preprint arXiv:0710.0013, 2007‏
962007
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
892017
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
89*2016
Boolean compressed sensing: LP relaxation for group testing‏
D Malioutov, M Malyutov‏
Acoustics, Speech and Signal Processing (ICASSP), 2012 IEEE International …, 2012‏
832012
Compressed sensing with sequential observations‏
DM Malioutov, S Sanghavi, AS Willsky‏
Acoustics, Speech and Signal Processing, 2008. ICASSP 2008. IEEE …, 2008‏
732008
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
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
722011
Interpretable Two-level Boolean Rule Learning for Classification‏
G Su, D Wei, KR Varshney, DM Malioutov‏
arXiv preprint arXiv:1511.07361, 2015‏
702015
Walk-sum interpretation and analysis of Gaussian belief propagation‏
JK Johnson, DM Malioutov, AS Willsky‏
Advances in neural information processing systems 18, 579, 2006‏
64*2006
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
602009
MLIC: A MaxSAT-Based framework for learning interpretable classification rules‏
D Malioutov, KS Meel‏
International Conference on Principles and Practice of Constraint …, 2018‏
562018
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مقالات 1–20