Tamara G. Kolda

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Co-authors

Daniel M. DunlavySandia National LaboratoriesVerified email at sandia.gov
Ali PinarSandia National LabsVerified email at sandia.gov
Evrim AcarSimula Research LabVerified email at simula.no
C. SeshadhriUniversity of California, Santa CruzVerified email at ucsc.edu
Eric PhippsSandia National LaboratoriesVerified email at sandia.gov
Robert Michael LewisDepartment of Computer Science, William and MaryVerified email at wm.edu
Dianne P O'LearyProfessor of Computer Science, University of MarylandVerified email at cs.umd.edu
Michael HerouxSenior Scientist, Sandia National LaboratoriesVerified email at sandia.gov
Joshua D GriffinSAS Institute Inc.Verified email at sas.com
Bruce HendricksonLawrence Livermore National LaboratoryVerified email at llnl.gov
Grey BallardWake Forest UniversityVerified email at wfu.edu
Jackson R. MayoDistinguished R&D Scientist, Sandia National LaboratoriesVerified email at sandia.gov
Jimeng SunProfessor at University of Illinois Urbana-ChampaignVerified email at illinois.edu
Nurcan DurakPostdoctoral Researcher, Sandia National LabsVerified email at sandia.gov
William Philip KegelmeyerSandia National LaboratoriesVerified email at sandia.gov
Eric C. ChiAssistant Professor of Statistics, North Carolina State UniversityVerified email at ncsu.edu
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
Rasmus BroProfessor in chemometrics, University of CopenhagenVerified email at food.ku.dk

Tamara G. Kolda

Sandia National Labs

Verified email at sandia.gov - Homepage

multilinear algebra and tensor decompositions graph models and algorithms complex networks data mining optimization


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Tensor decompositions and applications TG Kolda, BW Bader SIAM review 51 (3), 455-500, 2009	7260	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	1865	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	1193	2005
DAKOTA, a multilevel parallel object-oriented framework for design optimization, parameter estimation, uncertainty quantification, and sensitivity analysis: version 5.0 user's … BM Adams, WJ Bohnhoff, KR Dalbey, JP Eddy, MS Eldred, DM Gay, ... Sandia National Laboratories, Tech. Rep. SAND2010-2183, 2009	1001	2009
Scalable tensor factorizations for incomplete data E Acar, DM Dunlavy, TG Kolda, M Mørup Chemometrics and Intelligent Laboratory Systems 106 (1), 41-56, 2011	556	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	556	2011
Matlab tensor toolbox version 2.5 BW Bader, TG Kolda Available online, January 7, 2012	548	2012
Algorithm 862: MATLAB tensor classes for fast algorithm prototyping BW Bader, TG Kolda ACM Transactions on Mathematical Software (TOMS) 32 (4), 635-653, 2006	532	2006
Graph partitioning models for parallel computing B Hendrickson, TG Kolda Parallel computing 26 (12), 1519-1534, 2000	532	2000
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	461	2011
Orthogonal tensor decompositions TG Kolda SIAM Journal on Matrix Analysis and Applications 23 (1), 243-255, 2001	443	2001
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	441	2003
Efficient MATLAB computations with sparse and factored tensors BW Bader, TG Kolda SIAM Journal on Scientific Computing 30 (1), 205-231, 2008	436	2008
Scalable tensor decompositions for multi-aspect data mining TG Kolda, J Sun 2008 Eighth IEEE international conference on data mining, 363-372, 2008	379	2008
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	323	1998
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	317	2005
Multilinear operators for higher-order decompositions. TG Kolda Sandia National Laboratories, 2006	314	2006
A scalable optimization approach for fitting canonical tensor decompositions E Acar, DM Dunlavy, TG Kolda Journal of Chemometrics 25 (2), 67-86, 2011	278	2011
Community structure and scale-free collections of Erdős-Rényi graphs C Seshadhri, TG Kolda, A Pinar Physical Review E 85 (5), 056109, 2012	261	2012
Shifted power method for computing tensor eigenpairs TG Kolda, JR Mayo SIAM Journal on Matrix Analysis and Applications 32 (4), 1095-1124, 2011	253	2011

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