Tamara G. Kolda

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Brett W. BaderDirector of R&D, Maxar TechnologiesEmail verificata su maxar.com
Daniel M. DunlavySandia National LaboratoriesEmail verificata su sandia.gov
Ali PinarComputer ScientistEmail verificata su llnl.gov
Evrim AcarSimula Research LabEmail verificata su simula.no
C. SeshadhriUniversity of California, Santa CruzEmail verificata su ucsc.edu
Eric PhippsSandia National LaboratoriesEmail verificata su sandia.gov
Robert Michael LewisDepartment of Computer Science, William and MaryEmail verificata su wm.edu
Dianne P O'LearyProfessor of Computer Science, University of MarylandEmail verificata su cs.umd.edu
Grey BallardWake Forest UniversityEmail verificata su wfu.edu
Michael HerouxSenior Research Scientist, ParaTools, Inc.; St John’s UniversityEmail verificata su acm.org
Joshua D GriffinSAS Institute Inc.Email verificata su sas.com
Bruce HendricksonLawrence Livermore National LaboratoryEmail verificata su llnl.gov
Morten MørupSection for Cognitive Systems, Technical University of DenmarkEmail verificata su dtu.dk
Jimeng SunProfessor at University of Illinois Urbana-ChampaignEmail verificata su illinois.edu
Jackson R. MayoDistinguished R&D Scientist, Sandia National LaboratoriesEmail verificata su sandia.gov
Nurcan DurakPostdoctoral Researcher, Sandia National LabsEmail verificata su sandia.gov
Eric C. ChiAssociate Professor of Statistics, Rice UniversityEmail verificata su rice.edu
William Philip KegelmeyerSandia National LaboratoriesEmail verificata su sandia.gov
Joseph P. KennySandia National LaboratoriesEmail verificata su sandia.gov
Alex H WilliamsNew York University & Flatiron InstituteEmail verificata su nyu.edu

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Tamara G. Kolda

MathSci.ai (independent consulting)

Email verificata su mathsci.ai - Home page

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


Titolo Ordina per citazioni Ordina per anno Ordina per titolo	Citata da Citata da	Anno
Tensor decompositions and applications TG Kolda, BW Bader SIAM review 51 (3), 455-500, 2009	11950	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	2277	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	862	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	674	2006
Efficient MATLAB computations with sparse and factored tensors BW Bader, TG Kolda SIAM Journal on Scientific Computing 30 (1), 205-231, 2008	612	2008
Multilinear operators for higher-order decompositions. TG Kolda Sandia National Laboratories (SNL), Albuquerque, NM, and Livermore, CA …, 2006	561	2006
Orthogonal tensor decompositions TG Kolda SIAM Journal on Matrix Analysis and Applications 23 (1), 243-255, 2001	523	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	483	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	383	2011
A scalable optimization approach for fitting canonical tensor decompositions E Acar, DM Dunlavy, TG Kolda Journal of chemometrics 25 (2), 67-86, 2011	377	2011
On tensors, sparsity, and nonnegative factorizations EC Chi, TG Kolda SIAM Journal on Matrix Analysis and Applications 33 (4), 1272-1299, 2012	370	2012
All-at-once optimization for coupled matrix and tensor factorizations E Acar, TG Kolda, DM Dunlavy arXiv preprint arXiv:1105.3422, 2011	361	2011
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	360	2012
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	352	1998

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