Robert D. Nowak
Impact in
- Computational Mechanics top 0.05%
- Sparse and Compressive Sensing Techniques
- Acoustics and Ultrasonics top 0.5%
Papers in
-
- Sparse and Compressive Sensing Techniques 84
-
- Image and Signal Denoising Methods 58
- Medical Image Segmentation Techniques 19
- Co-authors
- Mário A. T. Figueiredo (17 shared papers)Stephen J. Wright (6 shared papers)Jarvis Haupt (28 shared papers)Michael Rabbat (7 shared papers)Waheed U. Bajwa (13 shared papers)Richard G. Baraniuk (21 shared papers)Matthew S Crouse (5 shared papers)A.M. Sayeed (9 shared papers)
- Journals
- IEEE Transactions on Information Theory (16 papers)IEEE Transactions on Signal Processing (14 papers)IEEE Transactions on Image Processing (5 papers)Journal of Machine Learning Research (5 papers)IEEE Journal on Selected Areas in Communications (4 papers)
- Partner nations
- United StatesPortugalCanada
In The Last Decade
Robert D. Nowak
233 papers receiving 14.3k citations
Robert D. Nowak's Hit Papers
Peers
Comparison fields: 5 of 180
- Computational Mechanics 6.7k
- Acoustics and Ultrasonics 239
- Signal Processing 2.3k
- Computer Vision and Pattern Recognition 4.4k
- Computational Mathematics 122
Countries citing papers authored by Robert D. Nowak
This map shows the geographic impact of Robert D. Nowak'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 Robert D. Nowak with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Robert D. Nowak more than expected).
Fields of papers citing papers by Robert D. Nowak
This network shows the impact of papers produced by Robert D. Nowak. 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 Robert D. Nowak. The network helps show where Robert D. Nowak may publish in the future.
Co-authors
The 25 scholars most cited alongside Robert D. Nowak, 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 240 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Gradient Projection for Sparse Reconstruction: Application to Compressed Sensing and Other Inverse Problems Hit paper breakdown → | 2007 | 2523 |
| 2 | Sparse Reconstruction by Separable Approximation Hit paper breakdown → | 2009 | 1269 |
| 3 | Wavelet-based statistical signal processing using hidden Markov models Hit paper breakdown → | 1998 | 1142 |
| 4 | Compressed Channel Sensing: A New Approach to Estimating Sparse Multipath Channels Hit paper breakdown → | 2010 | 839 |
| 5 | Distributed optimization in sensor networks Hit paper breakdown → | 2004 | 571 |
| 6 | 1999 | 454 | |
| 7 | Signal Reconstruction From Noisy Random Projections Hit paper breakdown → | 2006 | 423 |
| 8 | Compressed Sensing for Networked Data Hit paper breakdown → | 2008 | 388 |
| 9 | 2014 | 294 | |
| 10 | 2005 | 279 | |
| 11 | 2010 | 263 | |
| 12 | 2006 | 233 | |
| 13 | 2007 | 211 | |
| 14 | 2003 | 186 | |
| 15 | 2001 | 175 | |
| 16 | 2003 | 163 | |
| 17 | 2008 | 151 | |
| 18 | 2004 | 136 | |
| 19 | 2008 | 133 | |
| 20 | Transduction with Matrix Completion: Three Birds with One Stone | 2010 | 132 |
About Robert D. Nowak
Robert D. Nowak is a scholar working on Computational Mechanics, Computer Vision and Pattern Recognition, Artificial Intelligence, Computer Networks and Communications and Signal Processing, having authored 240 papers that have together received 15.2k indexed citations. Recurring topics across this work include Sparse and Compressive Sensing Techniques (84 papers), Image and Signal Denoising Methods (58 papers), Blind Source Separation Techniques (39 papers), Distributed Sensor Networks and Detection Algorithms (31 papers), Machine Learning and Algorithms (30 papers), Microwave Imaging and Scattering Analysis (21 papers), Medical Image Segmentation Techniques (19 papers) and Statistical Methods and Inference (16 papers). The work is most often cited by research in Computational Mechanics (6.7k citations), Acoustics and Ultrasonics (239 citations), Signal Processing (2.3k citations), Computer Vision and Pattern Recognition (4.4k citations) and Computational Mathematics (122 citations). Robert D. Nowak has collaborated with scholars based in United States, Portugal and Canada. Frequent co-authors include Mário A. T. Figueiredo, Stephen J. Wright, Jarvis Haupt, Michael Rabbat, Waheed U. Bajwa, Richard G. Baraniuk, Matthew S Crouse, A.M. Sayeed, Rebecca Willett and Gil Raz. Their work appears in journals such as IEEE Transactions on Information Theory, IEEE Transactions on Signal Processing, IEEE Transactions on Image Processing, Journal of Machine Learning Research and IEEE Journal on Selected Areas in Communications.
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.