Robert M. Freund
Impact in
- Numerical Analysis top 0.5%
- Advanced Optimization Algorithms Research
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- Face and Expression Recognition
- Face recognition and analysis
- Advanced Image and Video Retrieval Techniques
- Image Retrieval and Classification Techniques
Papers in
-
- Optimization and Variational Analysis 20
- Matrix Theory and Algorithms 19
- Complexity and Algorithms in Graphs 10
- Polynomial and algebraic computation 7
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- Advanced Optimization Algorithms Research 60
- Co-authors
- E. Osuna (2 shared papers)Federico Girosi (2 shared papers)Charles H. Fine (1 shared paper)Jorge Vera (5 shared papers)Peng Sun (2 shared papers)Alexandre Belloni (10 shared papers)Haihao Lu (2 shared papers)Marina A. Epelman (4 shared papers)
- Journals
- Mathematical Programming (20 papers)Mathematics of Operations Research (11 papers)SIAM Journal on Optimization (9 papers)SIAM Journal on Scientific Computing (2 papers)Computational Optimization and Applications (2 papers)
- Partner nations
- United StatesSingaporeChile
In The Last Decade
Robert M. Freund
88 papers receiving 4.6k citations
Robert M. Freund's Hit Papers
Peers
Comparison fields: 5 of 164
- Numerical Analysis 947
- Computer Vision and Pattern Recognition 1.9k
- Computational Theory and Mathematics 955
- Artificial Intelligence 1.4k
- Computational Mathematics 24
Countries citing papers authored by Robert M. Freund
This map shows the geographic impact of Robert M. Freund'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 M. Freund with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Robert M. Freund more than expected).
Fields of papers citing papers by Robert M. Freund
This network shows the impact of papers produced by Robert M. Freund. 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 M. Freund. The network helps show where Robert M. Freund may publish in the future.
Co-authors
The 25 scholars most cited alongside Robert M. Freund, 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 91 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Training support vector machines: an application to face detection Hit paper breakdown → | 2002 | 1907 |
| 2 | An improved training algorithm for support vector machines Hit paper breakdown → | 2002 | 806 |
| 3 | 1990 | 379 | |
| 4 | 2018 | 130 | |
| 5 | 2004 | 127 | |
| 6 | 2008 | 109 | |
| 7 | 2003 | 90 | |
| 8 | Robust topology optimization of three-dimensional photonic-crystal band-gap structures | 2014 | 85 |
| 9 | 1999 | 77 | |
| 10 | 2003 | 69 | |
| 11 | 1991 | 68 | |
| 12 | 1999 | 68 | |
| 13 | 2014 | 62 | |
| 14 | 1985 | 59 | |
| 15 | 2000 | 57 | |
| 16 | 2000 | 45 | |
| 17 | 2010 | 43 | |
| 18 | 2002 | 38 | |
| 19 | 1999 | 37 | |
| 20 | 1981 | 36 |
About Robert M. Freund
Robert M. Freund is a scholar working on Computational Theory and Mathematics, Numerical Analysis, Computational Mechanics, Artificial Intelligence and Control and Systems Engineering, having authored 91 papers that have together received 5.0k indexed citations. Recurring topics across this work include Advanced Optimization Algorithms Research (60 papers), Sparse and Compressive Sensing Techniques (22 papers), Optimization and Variational Analysis (20 papers), Matrix Theory and Algorithms (19 papers), Complexity and Algorithms in Graphs (10 papers), Computational Geometry and Mesh Generation (9 papers), Stochastic Gradient Optimization Techniques (8 papers) and Polynomial and algebraic computation (7 papers). The work is most often cited by research in Numerical Analysis (947 citations), Computer Vision and Pattern Recognition (1.9k citations), Computational Theory and Mathematics (955 citations), Artificial Intelligence (1.4k citations) and Computational Mathematics (24 citations). Robert M. Freund has collaborated with scholars based in United States, Singapore and Chile. Frequent co-authors include E. Osuna, Federico Girosi, Charles H. Fine, Jorge Vera, Peng Sun, Alexandre Belloni, Haihao Lu, Marina A. Epelman, Yurii Nesterov and J. Peraire. Their work appears in journals such as Mathematical Programming, Mathematics of Operations Research, SIAM Journal on Optimization, SIAM Journal on Scientific Computing and Computational Optimization and Applications.
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.