Tamara G. Kolda

23.3k total citations · 4 hit papers
86 papers, 13.1k citations indexed

About

Tamara G. Kolda is a scholar working on Artificial Intelligence, Computational Mathematics and Computational Theory and Mathematics. According to data from OpenAlex, Tamara G. Kolda has authored 86 papers receiving a total of 13.1k indexed citations (citations by other indexed papers that have themselves been cited), including 42 papers in Artificial Intelligence, 32 papers in Computational Mathematics and 19 papers in Computational Theory and Mathematics. Recurrent topics in Tamara G. Kolda's work include Tensor decomposition and applications (32 papers), Complex Network Analysis Techniques (17 papers) and Parallel Computing and Optimization Techniques (15 papers). Tamara G. Kolda is often cited by papers focused on Tensor decomposition and applications (32 papers), Complex Network Analysis Techniques (17 papers) and Parallel Computing and Optimization Techniques (15 papers). Tamara G. Kolda collaborates with scholars based in United States, Denmark and Canada. Tamara G. Kolda's co-authors include Brett W. Bader, Virginia Torczon, Robert Michael Lewis, Evrim Acar, Daniel Dunlavy, Bruce Hendrickson, C. Seshadhri, Morten Mørup, Jimeng Sun and Dianne P. O’Leary and has published in prestigious journals such as Neuron, SHILAP Revista de lepidopterología and Journal of the ACM.

In The Last Decade

Tamara G. Kolda

82 papers receiving 12.4k citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Tensor Decompositions and Applications

2009 6.5k citations Tamara G. Kolda, Brett W. Bader SIAM Review profile →
Optimization by Direct Search: New Perspectives on Some Classical and Modern Methods

2003 1.1k citations Tamara G. Kolda et al. SIAM Review profile →
An overview of the Trilinos project

2005 671 citations Tamara G. Kolda, Eric Phipps et al. profile →
Scalable tensor factorizations for incomplete data

2010 420 citations Evrim Acar, Daniel Dunlavy et al. profile →

Peers

Countries citing papers authored by Tamara G. Kolda

Since Specialization

Citations

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

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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-authorship network of co-authors of Tamara G. Kolda

This figure shows the co-authorship network connecting the top 25 collaborators of Tamara G. Kolda. A scholar is included among the top collaborators of Tamara G. Kolda 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 Tamara G. Kolda. Tamara G. Kolda is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

#	Work	Indexed citations
1	Tensor Decompositions for Data Science 2025 ·Cambridge University Press eBooks ·Grey Ballard, Tamara G. Kolda	1
2	Scalable Symmetric Tucker Tensor Decomposition 2024 ·SIAM Journal on Matrix Analysis and Applications ·(unknown), (unknown), Tamara G. Kolda, Rachel Ward	0
3	Streaming Generalized Canonical Polyadic Tensor Decompositions 2023 ·Eric Phipps, (unknown), Tamara G. Kolda	0
4	Practical Leverage-Based Sampling for Low-Rank Tensor Decomposition 2022 ·SIAM Journal on Matrix Analysis and Applications ·(unknown), Tamara G. Kolda	12
5	Mathematics: The Tao of Data Science 2020 ·SHILAP Revista de lepidopterología ·Tamara G. Kolda	2
6	Unsupervised Discovery of Demixed, Low-Dimensional Neural Dynamics across Multiple Timescales through Tensor Component Analysis 2018 ·Neuron ·Alex H. Williams, Tony Hyun Kim, (unknown), Saurabh Vyas, Stephen I. Ryu, Krishna V. Shenoy, Mark J. Schnitzer, Tamara G. Kolda, Surya Ganguli	154
7	Parallel Tensor Compression for Large-Scale Scientific Data 2016 ·arXiv (Cornell University) ·(unknown), Grey Ballard, Tamara G. Kolda	77
8	On Reciprocity in Massively Multi-player Online Game Networks 2013 ·arXiv (Cornell University) ·Karthik Subbian, Ayush Singhal, Tamara G. Kolda, Ali Pınar, Jaideep Srivastava	2
9	Newton-Based Optimization for Nonnegative Tensor Factorizations. 2013 ·Optimization methods & software ·Samantha Hansen, Todd Plantenga, Tamara G. Kolda	2
10	The importance of directed triangles with reciprocity: patterns and algorithms. 2013 ·arXiv (Cornell University) ·C. Seshadhri, Ali Pınar, (unknown), Tamara G. Kolda	4
11	Fast triangle counting through wedge sampling. 2012 ·arXiv (Cornell University) ·C. Seshadhri, Ali Pınar, Tamara G. Kolda	13
12	Community structure and scale-free collections of Erdős-Rényi graphs 2012 ·Physical Review E ·C. Seshadhri, Tamara G. Kolda, Ali Pinar	136
13	A Hitchhiker's Guide to Choosing Parameters of Stochastic Kronecker Graphs 2011 ·arXiv (Cornell University) ·C. Seshadhri, Ali Pınar, Tamara G. Kolda	2
14	An In-Depth Study of Stochastic Kronecker Graphs. 2011 ·Journal of the ACM ·Ali Pınar, C. Seshadhri, Tamara G. Kolda	1
15	Scalable Tensor Factorizations with Missing Data 2010 ·Evrim Acar, Daniel Dunlavy, Tamara G. Kolda, Morten Mørup	94
16	Tensor Decompositions and Applications breakdown → 2009 ·SIAM Review ·Tamara G. Kolda, Brett W. Bader	6465
17	Asynchronous parallel hybrid optimization combining DIRECT and GSS 2009 ·Optimization methods & software ·Joshua Griffin, Tamara G. Kolda	7
18	EXTRACTING CLUSTERS FROM LARGE DATASETS WITH MULTIPLE SIMILARITY MEASURES USING IMSCAND 2008 ·(unknown), Tamara G. Kolda, W. Philip Kegelmeyer, Joshua Griffin, (unknown)	12
19	Temporal Analysis of Semantic Graphs Using ASALSAN 2007 ·OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information) ·(unknown), Richard A. Harshman, Tamara G. Kolda	71
20	Limited-memory matrix methods with applications 1997 ·Digital Repository at the University of Maryland (University of Maryland College Park) ·Tamara G. Kolda	26

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.

Explore authors with similar magnitude of impact