Tamara G. Kolda
Impact in
- Computational Mathematics top 0.01%
- Tensor decomposition and applications
- Numerical Analysis top 0.5%
Papers in
-
- Tensor decomposition and applications 33
-
- Algorithms and Data Compression 11
- Advanced Graph Neural Networks 10
- Metaheuristic Optimization Algorithms Research 8
- Co-authors
- Brett W. Bader (8 shared papers)Virginia J. Torczon (5 shared papers)Robert Michael Lewis (3 shared papers)Evrim Acar (5 shared papers)Daniel Dunlavy (8 shared papers)Bruce Hendrickson (4 shared papers)Comandur Seshadhri (14 shared papers)Morten Mørup (2 shared papers)
- Journals
- SIAM Journal on Matrix Analysis and Applications (6 papers)SIAM Journal on Scientific Computing (6 papers)ACM Transactions on Mathematical Software (4 papers)SIAM Journal on Optimization (4 papers)SIAM Review (3 papers)
- Partner nations
- United StatesDenmarkTürkiye
In The Last Decade
Tamara G. Kolda
82 papers receiving 14.3k citations
Tamara G. Kolda's Hit Papers
Peers
Comparison fields: 5 of 184
- Computational Mathematics 6.7k
- Numerical Analysis 885
- Hardware and Architecture 1.1k
- Signal Processing 1.7k
- Computational Mechanics 3.1k
Countries citing papers authored by Tamara G. Kolda
This map shows the geographic impact of Tamara G. Kolda'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 Tamara G. Kolda with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Tamara G. Kolda more than expected).
Fields of papers citing papers by Tamara G. Kolda
This network shows the impact of papers produced by Tamara G. Kolda. 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 Tamara G. Kolda. The network helps show where Tamara G. Kolda may publish in the future.
Co-authors
The 25 scholars most cited alongside Tamara G. Kolda, 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 86 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Tensor Decompositions and Applications Hit paper breakdown → | 2009 | 7358 |
| 2 | Optimization by Direct Search: New Perspectives on Some Classical and Modern Methods Hit paper breakdown → | 2003 | 1248 |
| 3 | An overview of the Trilinos project Hit paper breakdown → | 2005 | 766 |
| 4 | Scalable tensor factorizations for incomplete data Hit paper breakdown → | 2010 | 457 |
| 5 | 2007 | 358 | |
| 6 | 2006 | 344 | |
| 7 | 2000 | 310 | |
| 8 | 2001 | 271 | |
| 9 | 2008 | 267 | |
| 10 | 2011 | 212 | |
| 11 | 2011 | 208 | |
| 12 | 2012 | 201 | |
| 13 | 2006 | 190 | |
| 14 | 2018 | 172 | |
| 15 | 1998 | 167 | |
| 16 | 2012 | 159 | |
| 17 | MATLAB Tensor Toolbox | 2006 | 125 |
| 18 | 2008 | 124 | |
| 19 | 2009 | 116 | |
| 20 | 2001 | 116 |
About Tamara G. Kolda
Tamara G. Kolda is a scholar working on Computational Mathematics, Artificial Intelligence, Hardware and Architecture, Statistical and Nonlinear Physics and Computational Theory and Mathematics, having authored 86 papers that have together received 15.0k indexed citations. Recurring topics across this work include Tensor decomposition and applications (33 papers), Parallel Computing and Optimization Techniques (16 papers), Complex Network Analysis Techniques (15 papers), Algorithms and Data Compression (11 papers), Matrix Theory and Algorithms (11 papers), Advanced Graph Neural Networks (10 papers), Advanced Optimization Algorithms Research (9 papers) and Metaheuristic Optimization Algorithms Research (8 papers). The work is most often cited by research in Computational Mathematics (6.7k citations), Numerical Analysis (885 citations), Hardware and Architecture (1.1k citations), Signal Processing (1.7k citations) and Computational Mechanics (3.1k citations). Tamara G. Kolda has collaborated with scholars based in United States, Denmark and Türkiye. Frequent co-authors include Brett W. Bader, Virginia J. Torczon, Robert Michael Lewis, Evrim Acar, Daniel Dunlavy, Bruce Hendrickson, Comandur Seshadhri, Morten Mørup, Jimeng Sun and Dianne Prost O’Leary. Their work appears in journals such as SIAM Journal on Matrix Analysis and Applications, SIAM Journal on Scientific Computing, ACM Transactions on Mathematical Software, SIAM Journal on Optimization and SIAM Review.
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.