Dmitry Malioutov
Impact in
- Signal Processing top 0.2%
- Direction-of-Arrival Estimation Techniques
- Speech and Audio Processing
- Blind Source Separation Techniques
- Computational Mechanics top 0.5%
- Sparse and Compressive Sensing Techniques
Papers in
-
- Sparse and Compressive Sensing Techniques 16
-
- Machine Learning and Algorithms 6
- Gaussian Processes and Bayesian Inference 4
- Co-authors
- Alan S. Willsky (17 shared papers)Müjdat Çetin (8 shared papers)Jason K. Johnson (6 shared papers)Sujay Sanghavi (5 shared papers)Kush R. Varshney (4 shared papers)M. B. Malyutov (1 shared paper)Andrew J. Sederman (2 shared papers)Lynn F. Gladden (2 shared papers)
- Journals
- IEEE Journal of Selected Topics in Signal Processing (3 papers)Journal of Magnetic Resonance (2 papers)IEEE Transactions on Signal Processing (2 papers)Computer Methods in Applied Mechanics and Engineering (1 paper)Quantitative Finance (1 paper)
- Partner nations
- United StatesUnited KingdomJapan
In The Last Decade
Dmitry Malioutov
40 papers receiving 3.0k citations
Dmitry Malioutov's Hit Papers
Peers
Comparison fields: 5 of 103
- Signal Processing 1.7k
- Computational Mechanics 1.3k
- Aerospace Engineering 517
- Computer Vision and Pattern Recognition 344
- Oceanography 198
Countries citing papers authored by Dmitry Malioutov
This map shows the geographic impact of Dmitry Malioutov's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Dmitry Malioutov with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Dmitry Malioutov more than expected).
Fields of papers citing papers by Dmitry Malioutov
This network shows the impact of papers produced by Dmitry Malioutov. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Dmitry Malioutov. The network helps show where Dmitry Malioutov may publish in the future.
Co-authors
The 25 scholars most cited alongside Dmitry Malioutov, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
Showing the 20 most-cited of 41 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | A sparse signal reconstruction perspective for source localization with sensor arrays Hit paper breakdown → | 2005 | 1961 |
| 2 | 2006 | 192 | |
| 3 | 2006 | 161 | |
| 4 | 2010 | 92 | |
| 5 | 2010 | 74 | |
| 6 | 2004 | 53 | |
| 7 | 2002 | 44 | |
| 8 | 2012 | 42 | |
| 9 | 2008 | 41 | |
| 10 | 2009 | 37 | |
| 11 | Walk-Sum Interpretation and Analysis of Gaussian Belief Propagation | 2005 | 32 |
| 12 | Exact Rule Learning via Boolean Compressed Sensing | 2013 | 31 |
| 13 | 2011 | 31 | |
| 14 | 2017 | 30 | |
| 15 | Source localization by enforcing sparsity through a Laplacian prior: an SVD-based approach | 2003 | 26 |
| 16 | Linear programming analysis of loopy belief propagation for weighted matching | 2007 | 26 |
| 17 | 2014 | 22 | |
| 18 | 2004 | 22 | |
| 19 | 2008 | 20 | |
| 20 | 2016 | 19 |
About Dmitry Malioutov
Dmitry Malioutov is a scholar working on Computational Mechanics, Artificial Intelligence, Statistics and Probability, Computer Networks and Communications and Computer Vision and Pattern Recognition, having authored 41 papers that have together received 3.1k indexed citations. Recurring topics across this work include Sparse and Compressive Sensing Techniques (16 papers), Error Correcting Code Techniques (7 papers), Machine Learning and Algorithms (6 papers), Statistical Methods and Inference (5 papers), Structural Health Monitoring Techniques (5 papers), Gaussian Processes and Bayesian Inference (4 papers), Wireless Communication Security Techniques (3 papers) and Markov Chains and Monte Carlo Methods (3 papers). The work is most often cited by research in Signal Processing (1.7k citations), Computational Mechanics (1.3k citations), Aerospace Engineering (517 citations), Computer Vision and Pattern Recognition (344 citations) and Oceanography (198 citations). Dmitry Malioutov has collaborated with scholars based in United States, United Kingdom and Japan. Frequent co-authors include Alan S. Willsky, Müjdat Çetin, Jason K. Johnson, Sujay Sanghavi, Kush R. Varshney, M. B. Malyutov, Andrew J. Sederman, Lynn F. Gladden, A. Blake and Daniel J. Holland. Their work appears in journals such as IEEE Journal of Selected Topics in Signal Processing, Journal of Magnetic Resonance, IEEE Transactions on Signal Processing, Computer Methods in Applied Mechanics and Engineering and Quantitative Finance.
Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.