Tamara G. Kolda

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Brett W. BaderDirector of R&D, Maxar TechnologiesVerificeret mail på maxar.com
Daniel M. DunlavySandia National LaboratoriesVerificeret mail på sandia.gov
Ali PinarComputer ScientistVerificeret mail på llnl.gov
Evrim AcarSimula Research LabVerificeret mail på simula.no
C. SeshadhriUniversity of California, Santa CruzVerificeret mail på ucsc.edu
Eric PhippsSandia National LaboratoriesVerificeret mail på sandia.gov
Robert Michael LewisDepartment of Computer Science, William and MaryVerificeret mail på wm.edu
Dianne P O'LearyProfessor of Computer Science, University of MarylandVerificeret mail på cs.umd.edu
Grey BallardWake Forest UniversityVerificeret mail på wfu.edu
Michael HerouxSenior Research Scientist, ParaTools, Inc.; St John’s UniversityVerificeret mail på acm.org
Joshua D GriffinSAS Institute Inc.Verificeret mail på sas.com
Bruce HendricksonLawrence Livermore National LaboratoryVerificeret mail på llnl.gov
Morten MørupSection for Cognitive Systems, Technical University of DenmarkVerificeret mail på dtu.dk
Jimeng SunProfessor at University of Illinois Urbana-ChampaignVerificeret mail på illinois.edu
Jackson R. MayoDistinguished R&D Scientist, Sandia National LaboratoriesVerificeret mail på sandia.gov
Nurcan DurakPostdoctoral Researcher, Sandia National LabsVerificeret mail på sandia.gov
Eric C. ChiAssociate Professor of Statistics, Rice UniversityVerificeret mail på rice.edu
William Philip KegelmeyerSandia National LaboratoriesVerificeret mail på sandia.gov
Joseph P. KennySandia National LaboratoriesVerificeret mail på sandia.gov
Alex H WilliamsNew York University & Flatiron InstituteVerificeret mail på nyu.edu

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Tamara G. Kolda

MathSci.ai (independent consulting)

Verificeret mail på mathsci.ai - Startside

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


Titel Sortér efter henvisninger Sortér efter årstal Sortér efter titel	Citeret af Citeret af	År
Tensor decompositions and applications TG Kolda, BW Bader SIAM review 51 (3), 455-500, 2009	12012	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	2280	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	1474	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	866	2011
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	682	2011
Graph partitioning models for parallel computing B Hendrickson, TG Kolda Parallel computing 26 (12), 1519-1534, 2000	682	2000
Matlab tensor toolbox version 2.5 BW Bader, TG Kolda January, 2012	676	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	675	2006
Efficient MATLAB computations with sparse and factored tensors BW Bader, TG Kolda SIAM Journal on Scientific Computing 30 (1), 205-231, 2008	613	2008
Multilinear operators for higher-order decompositions. TG Kolda Sandia National Laboratories (SNL), Albuquerque, NM, and Livermore, CA …, 2006	563	2006
Orthogonal tensor decompositions TG Kolda SIAM Journal on Matrix Analysis and Applications 23 (1), 243-255, 2001	524	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	493	2003
Scalable tensor decompositions for multi-aspect data mining TG Kolda, J Sun 2008 Eighth IEEE international conference on data mining, 363-372, 2008	484	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	407	2005
Shifted power method for computing tensor eigenpairs TG Kolda, JR Mayo SIAM Journal on Matrix Analysis and Applications 32 (4), 1095-1124, 2011	386	2011
A scalable optimization approach for fitting canonical tensor decompositions E Acar, DM Dunlavy, TG Kolda Journal of chemometrics 25 (2), 67-86, 2011	378	2011
On tensors, sparsity, and nonnegative factorizations EC Chi, TG Kolda SIAM Journal on Matrix Analysis and Applications 33 (4), 1272-1299, 2012	371	2012
Community structure and scale-free collections of Erdős-Rényi graphs C Seshadhri, TG Kolda, A Pinar Physical Review E—Statistical, Nonlinear, and Soft Matter Physics 85 (5 …, 2012	362	2012
All-at-once optimization for coupled matrix and tensor factorizations E Acar, TG Kolda, DM Dunlavy arXiv preprint arXiv:1105.3422, 2011	362	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	351	1998

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