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Kolda, Tamara Gibson

Author ID: kolda.tamara-g Recent zbMATH articles by "Kolda, Tamara Gibson"
Published as: Kolda, Tamara G.; Kolda, T. G.
External Links: MGP · Wikidata · Google Scholar · dblp
Documents Indexed: 48 Publications since 1998, including 6 Additional arXiv Preprints
1 Contribution as Editor
Biographic References: 1 Publication
Co-Authors: 51 Co-Authors with 44 Joint Publications
784 Co-Co-Authors

Publications by Year

Citations contained in zbMATH Open

39 Publications have been cited 2,629 times in 2,083 Documents Cited by Year
Tensor decompositions and applications. Zbl 1173.65029
Kolda, Tamara G.; Bader, Brett W.
2009
An overview of the Trilinos project. Zbl 1136.65354
Heroux, Michael A.; Bartlett, Roscoe A.; Howle, Vicki E.; Hoekstra, Robert J.; Hu, Jonathan J.; Kolda, Tamara G.; Lehoucq, Richard B.; Long, Kevin R.; Pawlowski, Roger P.; Phipps, Eric T.; Salinger, Andrew G.; Thornquist, Heidi; Tuminaro, Ray S.; Willenbring, James M.; Williams, Alan; Stanley, Kendall S.
269
2005
Optimization by direct search: New perspectives on some Classical and modern methods. Zbl 1059.90146
Kolda, Tamara G.; Lewis, Robert Michael; Torczon, Virginia
211
2003
Shifted power method for computing tensor eigenpairs. Zbl 1247.65048
Kolda, Tamara G.; Mayo, Jackson R.
174
2011
Algorithm 862: MATLAB tensor classes for fast algorithm prototyping. Zbl 1230.65054
Bader, Brett W.; Kolda, Tamara G.
98
2006
Orthogonal tensor decompositions. Zbl 1005.15020
Kolda, Tamara G.
96
2001
Efficient MATLAB computations with sparse and factored tensors. Zbl 1159.65323
Bader, Brett W.; Kolda, Tamara G.
63
2007
An adaptive shifted power method for computing generalized tensor eigenpairs. Zbl 1318.65019
Kolda, Tamara G.; Mayo, Jackson R.
43
2014
A practical randomized CP tensor decomposition. Zbl 1444.65016
Battaglino, Casey; Ballard, Grey; Kolda, Tamara G.
42
2018
On tensors, sparsity, and nonnegative factorizations. Zbl 1262.15029
Chi, Eric C.; Kolda, Tamara G.
40
2012
Graph partitioning models for parallel computing. Zbl 0948.68130
Hendrickson, B.; Kolda, T. G.
31
2000
Stationarity results for generating set search for linearly constrained optimization. Zbl 1126.90076
Kolda, Tamara G.; Lewis, Robert Michael; Torczon, Virginia
25
2006
Asynchronous parallel pattern search for nonlinear optimization. Zbl 0990.65067
Hough, Patricia D.; Kolda, Tamara G.; Torczon, Virginia J.
23
2001
Numerical optimization for symmetric tensor decomposition. Zbl 1328.90139
Kolda, Tamara G.
23
2015
A counterexample to the possibility of an extension of the Eckart–Young low-rank approximation theorem for the orthogonal rank tensor decomposition. Zbl 1044.15020
Kolda, Tamara G.
22
2003
Algorithm 856: APPSPACK 4.0: Asynchronous parallel pattern search for derivative-free optimization. Zbl 1230.90196
Gray, Genetha Anne; Kolda, Tamara G.
21
2006
Exploiting symmetry in tensors for high performance: multiplication with symmetric tensors. Zbl 1307.65057
Schatz, Martin D.; Low, Tze Meng; van de Geijn, Robert A.; Kolda, Tamara G.
18
2014
Generalized canonical polyadic tensor decomposition. Zbl 1432.68385
Hong, David; Kolda, Tamara G.; Duersch, Jed A.
17
2020
BFGS with update skipping and varying memory. Zbl 0918.65044
Kolda, Tamara G.; O’Leary, Dianne P.; Nazareth, Larry
14
1998
A scalable generative graph model with community structure. Zbl 1314.05189
Kolda, Tamara G.; Pinar, Ali; Plantenga, Todd; Seshadhri, C.
12
2014
Revisiting asynchronous parallel pattern search for nonlinear optimization. Zbl 1092.90062
Kolda, Tamara G.
10
2005
On the convergence of asynchronous parallel pattern search. Zbl 1073.90046
Kolda, Tamara G.; Torczon, Virginia J.
10
2004
Optimizing an empirical scoring function for transmembrane protein structure determination. Zbl 1239.90115
Gray, Genetha Anne; Kolda, Tamara G.; Sale, Ken; Young, Malin M.
9
2004
Faster Johnson-Lindenstrauss transforms via Kronecker products. Zbl 1483.94017
Jin, Ruhui; Kolda, Tamara G.; Ward, Rachel
9
2021
Partitioning rectangular and structurally unsymmetric sparse matrices for parallel processing. Zbl 0960.65050
Hendrickson, Bruce; Kolda, Tamara G.
8
2000
Newton-based optimization for Kullback-Leibler nonnegative tensor factorizations. Zbl 1336.90086
Hansen, Samantha; Plantenga, Todd; Kolda, Tamara G.
8
2015
Nonlinearly constrained optimization using heuristic penalty methods and asynchronous parallel generating set search. Zbl 1187.90324
Griffin, Joshua D.; Kolda, Tamara G.
8
2010
Asynchronous parallel hybrid optimization combining DIRECT and GSS. Zbl 1198.90397
Griffin, Joshua D.; Kolda, Tamara G.
8
2010
Stochastic gradients for large-scale tensor decomposition. Zbl 1485.65054
Kolda, Tamara G.; Hong, David
8
2020
An in-depth analysis of stochastic Kronecker graphs. Zbl 1281.05123
Seshadhri, C.; Pinar, Ali; Kolda, Tamara G.
7
2013
Asynchronous parallel generating set search for linearly constrained optimization. Zbl 1180.90364
Griffin, Joshua D.; Kolda, Tamara G.; Lewis, Robert Michael
6
2008
TuckerMPI: a parallel C++/MPI software package for large-scale data compression via the Tucker tensor decomposition. Zbl 1484.65351
Ballard, Grey; Klinvex, Alicia; Kolda, Tamara G.
6
2020
Wedge sampling for computing clustering coefficients and triangle counts on large graphs. Zbl 07260400
Seshadhri, C.; Pinar, Ali; Kolda, Tamara G.
6
2014
Counting triangles in massive graphs with MapReduce. Zbl 1306.05237
Kolda, Tamara G.; Pinar, Ali; Plantenga, Todd; Seshadhri, C.; Task, Christine
5
2014
Multilinear algebra for analyzing data with multiple linkages. Zbl 1238.15012
Dunlavy, Daniel M.; Kolda, Tamara G.; Kegelmeyer, W. Philip
4
2011
Practical leverage-based sampling for low-rank tensor decomposition. Zbl 1508.65046
Larsen, Brett W.; Kolda, Tamara G.
2
2022
Estimating higher-order moments using symmetric tensor decomposition. Zbl 1467.15022
Sherman, Samantha; Kolda, Tamara G.
2
2020
Software for sparse tensor decomposition on emerging computing architectures. Zbl 07099291
Phipps, Eric T.; Kolda, Tamara G.
2
2019
Understanding asynchronous parallel pattern search. Zbl 1176.90651
Kolda, Tamara G.; Torczon, Virginia J.
1
2003
Practical leverage-based sampling for low-rank tensor decomposition. Zbl 1508.65046
Larsen, Brett W.; Kolda, Tamara G.
2
2022
Faster Johnson-Lindenstrauss transforms via Kronecker products. Zbl 1483.94017
Jin, Ruhui; Kolda, Tamara G.; Ward, Rachel
9
2021
Generalized canonical polyadic tensor decomposition. Zbl 1432.68385
Hong, David; Kolda, Tamara G.; Duersch, Jed A.
17
2020
Stochastic gradients for large-scale tensor decomposition. Zbl 1485.65054
Kolda, Tamara G.; Hong, David
8
2020
TuckerMPI: a parallel C++/MPI software package for large-scale data compression via the Tucker tensor decomposition. Zbl 1484.65351
Ballard, Grey; Klinvex, Alicia; Kolda, Tamara G.
6
2020
Estimating higher-order moments using symmetric tensor decomposition. Zbl 1467.15022
Sherman, Samantha; Kolda, Tamara G.
2
2020
Software for sparse tensor decomposition on emerging computing architectures. Zbl 07099291
Phipps, Eric T.; Kolda, Tamara G.
2
2019
A practical randomized CP tensor decomposition. Zbl 1444.65016
Battaglino, Casey; Ballard, Grey; Kolda, Tamara G.
42
2018
Numerical optimization for symmetric tensor decomposition. Zbl 1328.90139
Kolda, Tamara G.
23
2015
Newton-based optimization for Kullback-Leibler nonnegative tensor factorizations. Zbl 1336.90086
Hansen, Samantha; Plantenga, Todd; Kolda, Tamara G.
8
2015
An adaptive shifted power method for computing generalized tensor eigenpairs. Zbl 1318.65019
Kolda, Tamara G.; Mayo, Jackson R.
43
2014
Exploiting symmetry in tensors for high performance: multiplication with symmetric tensors. Zbl 1307.65057
Schatz, Martin D.; Low, Tze Meng; van de Geijn, Robert A.; Kolda, Tamara G.
18
2014
A scalable generative graph model with community structure. Zbl 1314.05189
Kolda, Tamara G.; Pinar, Ali; Plantenga, Todd; Seshadhri, C.
12
2014
Wedge sampling for computing clustering coefficients and triangle counts on large graphs. Zbl 07260400
Seshadhri, C.; Pinar, Ali; Kolda, Tamara G.
6
2014
Counting triangles in massive graphs with MapReduce. Zbl 1306.05237
Kolda, Tamara G.; Pinar, Ali; Plantenga, Todd; Seshadhri, C.; Task, Christine
5
2014
An in-depth analysis of stochastic Kronecker graphs. Zbl 1281.05123
Seshadhri, C.; Pinar, Ali; Kolda, Tamara G.
7
2013
On tensors, sparsity, and nonnegative factorizations. Zbl 1262.15029
Chi, Eric C.; Kolda, Tamara G.
40
2012
Shifted power method for computing tensor eigenpairs. Zbl 1247.65048
Kolda, Tamara G.; Mayo, Jackson R.
174
2011
Multilinear algebra for analyzing data with multiple linkages. Zbl 1238.15012
Dunlavy, Daniel M.; Kolda, Tamara G.; Kegelmeyer, W. Philip
4
2011
Nonlinearly constrained optimization using heuristic penalty methods and asynchronous parallel generating set search. Zbl 1187.90324
Griffin, Joshua D.; Kolda, Tamara G.
8
2010
Asynchronous parallel hybrid optimization combining DIRECT and GSS. Zbl 1198.90397
Griffin, Joshua D.; Kolda, Tamara G.
8
2010
Tensor decompositions and applications. Zbl 1173.65029
Kolda, Tamara G.; Bader, Brett W.
2009
Asynchronous parallel generating set search for linearly constrained optimization. Zbl 1180.90364
Griffin, Joshua D.; Kolda, Tamara G.; Lewis, Robert Michael
6
2008
Efficient MATLAB computations with sparse and factored tensors. Zbl 1159.65323
Bader, Brett W.; Kolda, Tamara G.
63
2007
Algorithm 862: MATLAB tensor classes for fast algorithm prototyping. Zbl 1230.65054
Bader, Brett W.; Kolda, Tamara G.
98
2006
Stationarity results for generating set search for linearly constrained optimization. Zbl 1126.90076
Kolda, Tamara G.; Lewis, Robert Michael; Torczon, Virginia
25
2006
Algorithm 856: APPSPACK 4.0: Asynchronous parallel pattern search for derivative-free optimization. Zbl 1230.90196
Gray, Genetha Anne; Kolda, Tamara G.
21
2006
An overview of the Trilinos project. Zbl 1136.65354
Heroux, Michael A.; Bartlett, Roscoe A.; Howle, Vicki E.; Hoekstra, Robert J.; Hu, Jonathan J.; Kolda, Tamara G.; Lehoucq, Richard B.; Long, Kevin R.; Pawlowski, Roger P.; Phipps, Eric T.; Salinger, Andrew G.; Thornquist, Heidi; Tuminaro, Ray S.; Willenbring, James M.; Williams, Alan; Stanley, Kendall S.
269
2005
Revisiting asynchronous parallel pattern search for nonlinear optimization. Zbl 1092.90062
Kolda, Tamara G.
10
2005
On the convergence of asynchronous parallel pattern search. Zbl 1073.90046
Kolda, Tamara G.; Torczon, Virginia J.
10
2004
Optimizing an empirical scoring function for transmembrane protein structure determination. Zbl 1239.90115
Gray, Genetha Anne; Kolda, Tamara G.; Sale, Ken; Young, Malin M.
9
2004
Optimization by direct search: New perspectives on some Classical and modern methods. Zbl 1059.90146
Kolda, Tamara G.; Lewis, Robert Michael; Torczon, Virginia
211
2003
A counterexample to the possibility of an extension of the Eckart–Young low-rank approximation theorem for the orthogonal rank tensor decomposition. Zbl 1044.15020
Kolda, Tamara G.
22
2003
Understanding asynchronous parallel pattern search. Zbl 1176.90651
Kolda, Tamara G.; Torczon, Virginia J.
1
2003
Orthogonal tensor decompositions. Zbl 1005.15020
Kolda, Tamara G.
96
2001
Asynchronous parallel pattern search for nonlinear optimization. Zbl 0990.65067
Hough, Patricia D.; Kolda, Tamara G.; Torczon, Virginia J.
23
2001
Graph partitioning models for parallel computing. Zbl 0948.68130
Hendrickson, B.; Kolda, T. G.
31
2000
Partitioning rectangular and structurally unsymmetric sparse matrices for parallel processing. Zbl 0960.65050
Hendrickson, Bruce; Kolda, Tamara G.
8
2000
BFGS with update skipping and varying memory. Zbl 0918.65044
Kolda, Tamara G.; O’Leary, Dianne P.; Nazareth, Larry
14
1998
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Cited by 3,491 Authors

47 Qi, Liqun
40 Wei, Yimin
23 Ng, Michael Kwok-Po
22 Huang, Ting-Zhu
22 Khoromskiĭ, Boris Nikolaevich
22 Zhao, Xile
21 Che, Maolin
21 De Lathauwer, Lieven
18 Dolgov, Sergey V.
18 Kressner, Daniel
17 Li, Chaoqian
17 Vicente, Luis Nunes
16 Hu, ShengLong
16 Huang, Zheng-Hai
16 Kronbichler, Martin
16 Wang, Qingwen
14 Benner, Peter
14 Chen, Yannan
14 Jbilou, Khalide
14 Wang, Yiju
13 Li, Yaotang
12 Heister, Timo
12 Heltai, Luca
12 Khoromskaia, Venera
12 Pelteret, Jean-Paul
12 Zhang, Xiongjun
12 Zhou, Guanglu
11 Beik, Fatemeh Panjeh Ali
11 Hackbusch, Wolfgang
11 Li, Wen
11 Oseledets, Ivan Valer’evich
11 Shadid, John N.
11 Uschmajew, André
11 Yang, Yuning
11 Zhang, Xinzhen
10 Ballard, Grey M.
10 Bangerth, Wolfgang
10 Batselier, Kim
10 Cichocki, Andrzej
10 Ji, Teng-Yu
10 Kilmer, Misha Elena
10 Li, Zhening
10 Ni, Guyan
10 Vannieuwenhoven, Nick
10 Venturi, Daniele
9 Arndt, Daniel
9 Bentbib, Abdeslem Hafid
9 Chen, Zhen
9 Chu, Moody T.
9 Custódio, Ana Luísa
9 Domanov, Ignat
9 Heinlein, Alexander
9 Jiang, Tai-Xiang
9 Klawonn, Axel
9 Kolda, Tamara Gibson
9 Lubich, Christian
9 Maier, Matthias Sebastian
9 Matthies, Hermann Georg
9 Nouy, Anthony
9 Turcksin, Bruno
9 Wang, Gang
9 Wong, Ngai-Ying
9 Zhao, Jianxing
8 Audet, Charles
8 Chen, Haibin
8 Comon, Pierre
8 Davydov, Denis
8 Li, Guoyin
8 Lucidi, Stefano
8 Ma, Changfeng
8 Ma, Tian-Hui
8 Phipps, Eric T.
8 Sang, Caili
8 Wang, Xuezhong
8 Zhang, Shuzhong
7 Bai, Minru
7 Ballico, Edoardo
7 Cyr, Eric C.
7 Deng, Liangjian
7 Ding, Weiyang
7 Doostan, Alireza
7 Hajarian, Masoud
7 Hare, Warren L.
7 Huang, Baohua
7 Li, Lexin
7 Liang, Maolin
7 Liuzzi, Giampaolo
7 Massarenti, Alex
7 Najafi-Kalyani, Mehdi
7 Ni, Qin
7 Reichel, Lothar
7 Rinaldi, Francesco
7 Saibaba, Arvind Krishna
7 Sangalli, Giancarlo
7 Savostyanov, Dmitry V.
7 Tyrtyshnikov, Evgeniĭ Evgen’evich
7 Vandereycken, Bart
7 Wick, Thomas
7 Xu, Changqing
7 Zheng, Bing
...and 3,391 more Authors
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Cited in 350 Serials

95 SIAM Journal on Scientific Computing
87 Journal of Computational Physics
83 SIAM Journal on Matrix Analysis and Applications
82 Numerical Linear Algebra with Applications
67 Computer Methods in Applied Mechanics and Engineering
67 Linear Algebra and its Applications
60 Journal of Computational and Applied Mathematics
54 Computational Optimization and Applications
41 Linear and Multilinear Algebra
40 Applied Mathematics and Computation
40 Journal of Scientific Computing
35 Journal of Global Optimization
31 Computational and Applied Mathematics
29 Computers & Mathematics with Applications
28 Journal of Optimization Theory and Applications
28 Numerical Algorithms
22 Information Sciences
21 Journal of the American Statistical Association
21 Optimization Methods & Software
20 Mathematical Programming. Series A. Series B
19 Frontiers of Mathematics in China
18 Optimization and Engineering
17 Applied Numerical Mathematics
17 Journal of Machine Learning Research (JMLR)
17 Journal of Industrial and Management Optimization
16 Computer Physics Communications
16 Applied Mathematical Modelling
16 SIAM Journal on Optimization
16 Optimization Letters
16 SIAM Journal on Mathematics of Data Science
15 BIT
15 International Journal for Numerical Methods in Engineering
15 Numerische Mathematik
15 Machine Learning
13 Calcolo
12 Computers and Fluids
12 Multidimensional Systems and Signal Processing
12 Data Mining and Knowledge Discovery
12 The Annals of Applied Statistics
12 SIAM Journal on Imaging Sciences
11 Computational Mechanics
11 Neural Computation
11 European Journal of Operational Research
11 Foundations of Computational Mathematics
10 Computational Geosciences
10 Journal of Computational and Graphical Statistics
9 Journal of Fluid Mechanics
9 Psychometrika
9 The Annals of Statistics
9 Journal of Multivariate Analysis
9 Advances in Computational Mathematics
9 Computational Methods in Applied Mathematics
9 Quantum Information Processing
8 ACM Transactions on Mathematical Software
8 Automatica
8 Computers & Operations Research
8 International Journal of Computer Mathematics
8 Journal of Numerical Mathematics
7 Physica A
7 Mathematics and Computers in Simulation
7 Applied Mathematics Letters
7 Pattern Recognition
7 SIAM Review
7 Journal of Inequalities and Applications
7 Archives of Computational Methods in Engineering
7 Acta Numerica
7 Science China. Mathematics
7 SIAM/ASA Journal on Uncertainty Quantification
6 Mathematics of Computation
6 Computational Statistics and Data Analysis
6 Applied and Computational Harmonic Analysis
6 Journal of Mathematical Chemistry
6 Statistical Analysis and Data Mining
6 Electronic Journal of Statistics
6 Numerical Algebra, Control and Optimization
6 Journal of the Operations Research Society of China
6 SIAM Journal on Applied Algebra and Geometry
5 Inverse Problems
5 Biometrics
5 SIAM Journal on Numerical Analysis
5 Operations Research Letters
5 Acta Applicandae Mathematicae
5 Physica D
5 Constructive Approximation
5 Neural Networks
5 Annals of Operations Research
5 Journal of Mathematical Imaging and Vision
5 Computing and Visualization in Science
5 Bulletin of the Malaysian Mathematical Sciences Society. Second Series
5 Inverse Problems and Imaging
5 Algorithms
5 Mathematical Programming Computation
5 Communications on Applied Mathematics and Computation
5 Stat
4 International Journal for Numerical Methods in Fluids
4 Journal of the Franklin Institute
4 Computing
4 Journal of Symbolic Computation
4 International Journal of Computer Vision
4 ETNA. Electronic Transactions on Numerical Analysis
...and 250 more Serials
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Cited in 56 Fields

1,058 Numerical analysis (65-XX)
847 Linear and multilinear algebra; matrix theory (15-XX)
457 Operations research, mathematical programming (90-XX)
272 Computer science (68-XX)
258 Statistics (62-XX)
130 Fluid mechanics (76-XX)
115 Partial differential equations (35-XX)
93 Information and communication theory, circuits (94-XX)
87 Mechanics of deformable solids (74-XX)
62 Probability theory and stochastic processes (60-XX)
61 Calculus of variations and optimal control; optimization (49-XX)
57 Combinatorics (05-XX)
55 Biology and other natural sciences (92-XX)
49 Quantum theory (81-XX)
47 Systems theory; control (93-XX)
43 Statistical mechanics, structure of matter (82-XX)
42 Game theory, economics, finance, and other social and behavioral sciences (91-XX)
40 Approximations and expansions (41-XX)
39 Algebraic geometry (14-XX)
29 Optics, electromagnetic theory (78-XX)
24 Operator theory (47-XX)
24 Geophysics (86-XX)
23 Differential geometry (53-XX)
22 Dynamical systems and ergodic theory (37-XX)
15 Functional analysis (46-XX)
12 Commutative algebra (13-XX)
11 Number theory (11-XX)
10 Global analysis, analysis on manifolds (58-XX)
9 Convex and discrete geometry (52-XX)
9 Classical thermodynamics, heat transfer (80-XX)
8 Mechanics of particles and systems (70-XX)
7 Real functions (26-XX)
7 Ordinary differential equations (34-XX)
7 Harmonic analysis on Euclidean spaces (42-XX)
6 Field theory and polynomials (12-XX)
6 Integral transforms, operational calculus (44-XX)
5 Mathematical logic and foundations (03-XX)
5 Nonassociative rings and algebras (17-XX)
5 Integral equations (45-XX)
5 Geometry (51-XX)
4 Order, lattices, ordered algebraic structures (06-XX)
4 Group theory and generalizations (20-XX)
3 General and overarching topics; collections (00-XX)
3 History and biography (01-XX)
3 Manifolds and cell complexes (57-XX)
2 Associative rings and algebras (16-XX)
2 Topological groups, Lie groups (22-XX)
2 Functions of a complex variable (30-XX)
2 Special functions (33-XX)
2 General topology (54-XX)
1 General algebraic systems (08-XX)
1 Difference and functional equations (39-XX)
1 Sequences, series, summability (40-XX)
1 Relativity and gravitational theory (83-XX)
1 Astronomy and astrophysics (85-XX)
1 Mathematics education (97-XX)

Citations by Year

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