Tamara G. Kolda

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Brett W. BaderDirector of R&D, Maxar TechnologiesVerified email at maxar.com
Ali PinarSandia National LabsVerified email at sandia.gov
Daniel M. DunlavySandia National LaboratoriesVerified email at sandia.gov
C. SeshadhriUniversity of California, Santa CruzVerified email at ucsc.edu
Evrim AcarSimula Research LabVerified email at simula.no
Eric PhippsSandia National LaboratoriesVerified email at sandia.gov
Robert Michael LewisDepartment of Computer Science, William and MaryVerified email at wm.edu
Michael HerouxSenior Scientist, Sandia National LaboratoriesVerified email at sandia.gov
Dianne P O'LearyProfessor of Computer Science, University of MarylandVerified email at cs.umd.edu
Bruce HendricksonLawrence Livermore National LaboratoryVerified email at llnl.gov
Grey BallardWake Forest UniversityVerified email at wfu.edu
Joshua D GriffinSAS Institute Inc.Verified email at sas.com
Jimeng SunProfessor at University of Illinois Urbana-ChampaignVerified email at illinois.edu
Jackson R. MayoDistinguished R&D Scientist, Sandia National LaboratoriesVerified email at sandia.gov
Nurcan DurakPostdoctoral Researcher, Sandia National LabsVerified email at sandia.gov
Eric C. ChiAssociate Professor of Statistics, Rice UniversityVerified email at rice.edu
William Philip KegelmeyerSandia National LaboratoriesVerified email at sandia.gov
Joseph P. KennySandia National LaboratoriesVerified email at sandia.gov
Morten MørupSection for Cognitive Systems, Technical University of DenmarkVerified email at dtu.dk
Robert van de GeijnThe University of Texas at AustinVerified email at cs.utexas.edu

Tamara G. Kolda

MathSci.ai (independent consulting)

Verified email at mathsci.ai - Homepage

tensor decompositions randomized algorithms mathematical data science high-performance computing efficient algorithms


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Tensor decompositions and applications TG Kolda, BW Bader SIAM review 51 (3), 455-500, 2009	10178	2009
Optimization by direct search: New perspectives on some classical and modern methods TG Kolda, RM Lewis, V Torczon SIAM review 45 (3), 385-482, 2003	2112	2003
An overview of the Trilinos project MA Heroux, RA Bartlett, VE Howle, RJ Hoekstra, JJ Hu, TG Kolda, ... ACM Transactions on Mathematical Software (TOMS) 31 (3), 397-423, 2005	1399	2005
Scalable tensor factorizations for incomplete data E Acar, DM Dunlavy, TG Kolda, M Mørup Chemometrics and Intelligent Laboratory Systems 106 (1), 41-56, 2011	750	2011
Scalable tensor factorizations for incomplete data E Acar, DM Dunlavy, TG Kolda, M Mørup Chemometrics and Intelligent Laboratory Systems 106 (1), 41-56, 2011	750	2011
Matlab tensor toolbox version 2.5 BW Bader, TG Kolda available online, January 7, 2012	643	2012
Graph partitioning models for parallel computing B Hendrickson, TG Kolda Parallel computing 26 (12), 1519-1534, 2000	640	2000
Algorithm 862: MATLAB tensor classes for fast algorithm prototyping BW Bader, TG Kolda ACM Transactions on Mathematical Software (TOMS) 32 (4), 635-653, 2006	614	2006
Temporal link prediction using matrix and tensor factorizations DM Dunlavy, TG Kolda, E Acar ACM Transactions on Knowledge Discovery from Data (TKDD) 5 (2), 1-27, 2011	606	2011
Efficient MATLAB computations with sparse and factored tensors BW Bader, TG Kolda SIAM Journal on Scientific Computing 30 (1), 205-231, 2008	549	2008
Orthogonal tensor decompositions TG Kolda SIAM Journal on Matrix Analysis and Applications 23 (1), 243-255, 2001	493	2001
Multilinear operators for higher-order decompositions. TG Kolda Sandia National Laboratories (SNL), Albuquerque, NM, and Livermore, CA …, 2006	474	2006
An overview of Trilinos M Heroux, R Bartlett, VHR Hoekstra, J Hu, T Kolda, R Lehoucq, K Long, ... Technical Report SAND2003-2927, Sandia National Laboratories, 2003	472	2003
Scalable tensor decompositions for multi-aspect data mining TG Kolda, J Sun 2008 Eighth IEEE international conference on data mining, 363-372, 2008	452	2008
Higher-order web link analysis using multilinear algebra TG Kolda, BW Bader, JP Kenny Fifth IEEE International Conference on Data Mining (ICDM'05), 8 pp., 2005	376	2005
A scalable optimization approach for fitting canonical tensor decompositions E Acar, DM Dunlavy, TG Kolda Journal of Chemometrics 25 (2), 67-86, 2011	341	2011
A semidiscrete matrix decomposition for latent semantic indexing information retrieval TG Kolda, DP O'leary ACM Transactions on Information Systems (TOIS) 16 (4), 322-346, 1998	341	1998
Shifted power method for computing tensor eigenpairs TG Kolda, JR Mayo SIAM Journal on Matrix Analysis and Applications 32 (4), 1095-1124, 2011	334	2011
On tensors, sparsity, and nonnegative factorizations EC Chi, TG Kolda SIAM Journal on Matrix Analysis and Applications 33 (4), 1272-1299, 2012	326	2012
Community structure and scale-free collections of Erdős-Rényi graphs C Seshadhri, TG Kolda, A Pinar Physical Review E 85 (5), 056109, 2012	323	2012

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