Tamara G. Kolda
Orcid: 0000-0003-4176-2493
According to our database1,
Tamara G. Kolda
authored at least 91 papers
between 1998 and 2024.
Collaborative distances:
Collaborative distances:
Awards
ACM Fellow
ACM Fellow 2019, "For innovations in algorithms for tensor decompositions, contributions to data science, and community leadership ".
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
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on zbmath.org
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on orcid.org
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on id.loc.gov
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on dl.acm.org
On csauthors.net:
Bibliography
2024
Tensor Decomposition Meets RKHS: Efficient Algorithms for Smooth and Misaligned Data.
CoRR, 2024
2023
Proceedings of the Platform for Advanced Scientific Computing Conference, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
2022
SIAM J. Matrix Anal. Appl., September, 2022
2021
2020
TuckerMPI: A Parallel C++/MPI Software Package for Large-scale Data Compression via the Tucker Tensor Decomposition.
ACM Trans. Math. Softw., 2020
SIAM J. Math. Data Sci., 2020
SIAM J. Matrix Anal. Appl., 2020
2019
SIAM J. Math. Data Sci., 2019
SIAM J. Sci. Comput., 2019
2018
CoRR, 2018
2017
Triangular Alignment (TAME): A Tensor-Based Approach for Higher-Order Network Alignment.
IEEE ACM Trans. Comput. Biol. Bioinform., 2017
J. Complex Networks, 2017
2016
Proceedings of the 2016 IEEE International Parallel and Distributed Processing Symposium, 2016
2015
Optim. Methods Softw., 2015
Proceedings of the 2015 IEEE International Conference on Data Mining, 2015
2014
Exploiting Symmetry in Tensors for High Performance: Multiplication with Symmetric Tensors.
SIAM J. Sci. Comput., 2014
SIAM J. Sci. Comput., 2014
SIAM J. Matrix Anal. Appl., 2014
Wedge sampling for computing clustering coefficients and triangle counts on large graphs.
Stat. Anal. Data Min., 2014
2013
CoRR, 2013
Proceedings of the 13th SIAM International Conference on Data Mining, 2013
A scalable null model for directed graphs matching all degree distributions: In, out, and reciprocal.
Proceedings of the 2nd IEEE Network Science Workshop, 2013
Proceedings of the Advances in Social Networks Analysis and Mining 2013, 2013
2012
SIAM J. Matrix Anal. Appl., 2012
Proceedings of the Twelfth SIAM International Conference on Data Mining, 2012
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012
2011
ACM Trans. Knowl. Discov. Data, 2011
SIAM J. Matrix Anal. Appl., 2011
CoRR, 2011
Proceedings of the 25th IEEE International Symposium on Parallel and Distributed Processing, 2011
Proceedings of the 11th IEEE International Conference on Data Mining, 2011
Proceedings of the 11th IEEE International Conference on Data Mining, 2011
Proceedings of the Graph Algorithms in the Language of Linear Algebra, 2011
2010
Optim. Methods Softw., 2010
Proceedings of the SIAM International Conference on Data Mining, 2010
2009
Proceedings of the ICDM Workshops 2009, 2009
2008
SIAM J. Sci. Comput., 2008
Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008
2007
SIAM J. Sci. Comput., 2007
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2007
Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2007
Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007
2006
Algorithm 856: APPSPACK 4.0: asynchronous parallel pattern search for derivative-free optimization.
ACM Trans. Math. Softw., 2006
ACM Trans. Math. Softw., 2006
Stationarity Results for Generating Set Search for Linearly Constrained Optimization.
SIAM J. Optim., 2006
Proceedings of the Mathematical Software, 2006
2005
SIAM J. Optim., 2005
Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 2005
2004
Optimizing an Empirical Scoring Function for Transmembrane Protein Structure Determination.
INFORMS J. Comput., 2004
2003
Optimization by Direct Search: New Perspectives on Some Classical and Modern Methods.
SIAM Rev., 2003
A Counterexample to the Possibility of an Extension of the Eckart-Young Low-Rank Approximation Theorem for the Orthogonal Rank Tensor Decomposition.
SIAM J. Matrix Anal. Appl., 2003
2001
SIAM J. Sci. Comput., 2001
Proceedings of the 14th IEEE Symposium on Computer-Based Medical Systems (CBMS 2001), 2001
2000
ACM Trans. Math. Softw., 2000
Partitioning Rectangular and Structurally Unsymmetric Sparse Matrices for Parallel Processing.
SIAM J. Sci. Comput., 2000
1998
A Semidiscrete Matrix Decomposition for Latent Semantic Indexing Information Retrieval.
ACM Trans. Inf. Syst., 1998
Partitioning Sparse Rectangular Matrices for Parallel Computations of <i>Ax</i> and <i>A<sup>T</sup>v</i>.
Proceedings of the Applied Parallel Computing, 1998
Proceedings of the Solving Irregularly Structured Problems in Parallel, 1998