Martin J. Wainwright

463 total papers · 38.0k total citations
231 papers, 18.6k citations indexed

About

Martin J. Wainwright is a scholar working on Artificial Intelligence, Computer Networks and Communications and Statistics and Probability. According to data from OpenAlex, Martin J. Wainwright has authored 231 papers receiving a total of 18.6k indexed citations (citations by other indexed papers that have themselves been cited), including 118 papers in Artificial Intelligence, 94 papers in Computer Networks and Communications and 93 papers in Statistics and Probability. Recurrent topics in Martin J. Wainwright's work include Statistical Methods and Inference (71 papers), Sparse and Compressive Sensing Techniques (53 papers) and Error Correcting Code Techniques (51 papers). Martin J. Wainwright is often cited by papers focused on Statistical Methods and Inference (71 papers), Sparse and Compressive Sensing Techniques (53 papers) and Error Correcting Code Techniques (51 papers). Martin J. Wainwright collaborates with scholars based in United States, Switzerland and Canada. Martin J. Wainwright's co-authors include Michael I. Jordan, Eero P. Simoncelli, Trevor Hastie, Robert Tibshirani, Vasily Strela, Javier Portilla, Alan S. Willsky, John C. Duchi, Alexandros G. Dimakis and Kannan Ramchandran and has published in prestigious journals such as IEEE Transactions on Information Theory, Monthly Notices of the Royal Astronomical Society and IEEE Transactions on Image Processing.

In The Last Decade

Martin J. Wainwright

223 papers receiving 17.6k citations

Hit Papers

Image denoising using sca... 2003 2026 2010 2018 2003 2007 2015 2010 2008 500 1000 1.5k

Author Peers

Peers are selected by citation overlap in the author's most active subfields. citations · hero ref

Author Last Decade Papers Cites
Martin J. Wainwright 7.3k 5.2k 3.8k 3.4k 3.2k 231 18.6k
Alan S. Willsky 5.6k 0.8× 2.5k 0.5× 5.9k 1.5× 806 0.2× 2.5k 0.8× 458 20.7k
Alfred O. Hero 4.6k 0.6× 5.5k 1.1× 2.4k 0.6× 886 0.3× 2.3k 0.7× 602 18.6k
Randal Douc 12.7k 1.7× 2.4k 0.5× 2.7k 0.7× 2.9k 0.8× 694 0.2× 277 21.8k
Шун-ичи Амари 9.8k 1.4× 1.8k 0.3× 3.5k 0.9× 1.6k 0.5× 2.7k 0.8× 314 24.5k
Radford M. Neal 8.3k 1.1× 3.7k 0.7× 3.5k 0.9× 2.5k 0.7× 441 0.1× 55 19.7k
Inderjit S. Dhillon 8.4k 1.2× 1.4k 0.3× 5.8k 1.5× 658 0.2× 1.9k 0.6× 213 16.6k
Alexander J. Smola 11.8k 1.6× 1.3k 0.2× 8.8k 2.3× 977 0.3× 1.6k 0.5× 100 25.2k
Lieven Vandenberghe 4.7k 0.6× 9.1k 1.8× 3.2k 0.8× 1.0k 0.3× 4.3k 1.3× 115 31.7k
Robert M. Gray 6.7k 0.9× 3.3k 0.6× 14.5k 3.8× 688 0.2× 2.0k 0.6× 297 25.7k
Jieping Ye 7.8k 1.1× 932 0.2× 8.6k 2.2× 728 0.2× 3.4k 1.1× 435 25.0k

Countries citing papers authored by Martin J. Wainwright

Since Specialization
Citations

This map shows the geographic impact of Martin J. Wainwright'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 Martin J. Wainwright with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Martin J. Wainwright more than expected).

Fields of papers citing papers by Martin J. Wainwright

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Martin J. Wainwright. 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 Martin J. Wainwright. The network helps show where Martin J. Wainwright may publish in the future.

Co-authorship network of co-authors of Martin J. Wainwright

This figure shows the co-authorship network connecting the top 25 collaborators of Martin J. Wainwright. A scholar is included among the top collaborators of Martin J. Wainwright based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Martin J. Wainwright. Martin J. Wainwright is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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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.

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