Dmitry Malioutov - Concepedia

Author

Dmitry Malioutov

Massachusetts Institute of Technology ORCID

Also Known As

D Malioutov, D. M. Malioutov, D. Malioutov, D.M. Malioutov, Dmitry M. Malioutov, Dmitry Malioutov, Malioutov Dmitry, Malioutov, Dmitry, Malioutov, Dmitry M., Slavov, Nikolai G

Publications

4.6K

Citations

H-Index

Concepts

All Affiliations

Massachusetts Institute of Technology Decision Systems (United States)IBM Research - Thomas J. Watson Research Center Microsoft Research (United Kingdom)The University of Texas at Austin

About

Dmitry Malioutov is an author at Massachusetts Institute of Technology specializing in engineering, computer science, and data science.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	22	29	4.1K
2	Computer Science	16	19	979
3	Business	4	4	380
4	Computer Engineering	4	4	86
5	Health Sciences	1	1	43

Dmitry Malioutov

Publications

4.4K

Citations

H-Index

Page 1

	Year	Citations
A sparse signal reconstruction perspective for source localization with sensor arrays Dmitry Malioutov, Müjdat Çetin, Alan S. Willsky IEEE Transactions on Signal Processing EngineeringSource LocalizationSensor ArrayLocalization TechniqueSparse Imaging	2005	2.5K
Homotopy continuation for sparse signal representation Dmitry Malioutov, Müjdat Çetin, Alan S. Willsky Regularization ParameterSparse RepresentationEngineeringHomotopy ContinuationRegularization (Mathematics)	2006	272
Walk-Sums and Belief Propagation in Gaussian Graphical Models Dmitry Malioutov, Jason K. Johnson, Alan S. Willsky Journal of Machine Learning Research EngineeringLoopy Belief PropagationNetwork AnalysisGaussian Graphical ModelsGraph Processing	2006	255
Sequential Compressed Sensing Dmitry Malioutov, Sujay Sanghavi, Alan S. Willsky IEEE Journal of Selected Topics in Signal Processing	2010	127
Reducing data acquisition times in phase-encoded velocity imaging using compressed sensing Daniel J. Holland, Dmitry Malioutov, A. Blake, Journal of Magnetic Resonance Lossy CompressionEngineeringMedical ImagingMeasurementImage Compression	2010	98
Boolean compressed sensing: LP relaxation for group testing Dmitry Malioutov, M. B. Malyutov Mathematical ProgrammingSparse RepresentationEngineeringMachine LearningData Science	2012	80
Lagrangian Relaxation for MAP Estimation in Graphical Models Jason K. Johnson, Dmitry Malioutov, Alan S. Willsky ArXiv.org Mathematical ProgrammingGraph SparsityEngineeringMachine LearningManifold Modeling	2007	73
Optimal sparse representations in general overcomplete bases Dmitry Malioutov, Müjdat Çetin, Alan S. Willsky Mathematical ProgrammingEngineeringMachine LearningTotal Variation PriorsAtomic Decomposition	2004	69
Exact Rule Learning via Boolean Compressed Sensing Dmitry Malioutov, Kush R. Varshney	2013	67
Compressed sensing with sequential observations Dmitry Malioutov, Sujay Sanghavi, A. S. Willsky Proceedings of the ... IEEE International Conference on Acoustics, Speech, and Signal Processing Sparse RepresentationEngineeringMachine LearningRandom Gaussian EnsembleSequential Approach	2008	58

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