×

Kolda, Tamara Gibson

Compute Distance To:
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: 42 Publications since 1998
1 Contribution as Editor
Biographic References: 1 Publication
Co-Authors: 48 Co-Authors with 39 Joint Publications
678 Co-Co-Authors

Publications by Year

Citations contained in zbMATH Open

38 Publications have been cited 2,058 times in 1,633 Documents Cited by Year
Tensor decompositions and applications. Zbl 1173.65029
Kolda, Tamara G.; Bader, Brett W.
935
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.
224
2005
Optimization by direct search: New perspectives on some Classical and modern methods. Zbl 1059.90146
Kolda, Tamara G.; Lewis, Robert Michael; Torczon, Virginia
189
2003
Shifted power method for computing tensor eigenpairs. Zbl 1247.65048
Kolda, Tamara G.; Mayo, Jackson R.
146
2011
Orthogonal tensor decompositions. Zbl 1005.15020
Kolda, Tamara G.
84
2001
Algorithm 862: MATLAB tensor classes for fast algorithm prototyping. Zbl 1230.65054
Bader, Brett W.; Kolda, Tamara G.
81
2006
Efficient MATLAB computations with sparse and factored tensors. Zbl 1159.65323
Bader, Brett W.; Kolda, Tamara G.
50
2007
On tensors, sparsity, and nonnegative factorizations. Zbl 1262.15029
Chi, Eric C.; Kolda, Tamara G.
32
2012
An adaptive shifted power method for computing generalized tensor eigenpairs. Zbl 1318.65019
Kolda, Tamara G.; Mayo, Jackson R.
31
2014
Graph partitioning models for parallel computing. Zbl 0948.68130
Hendrickson, B.; Kolda, T. G.
26
2000
A practical randomized CP tensor decomposition. Zbl 1444.65016
Battaglino, Casey; Ballard, Grey; Kolda, Tamara G.
24
2018
Stationarity results for generating set search for linearly constrained optimization. Zbl 1126.90076
Kolda, Tamara G.; Lewis, Robert Michael; Torczon, Virginia
24
2006
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.
21
2003
Asynchronous parallel pattern search for nonlinear optimization. Zbl 0990.65067
Hough, Patricia D.; Kolda, Tamara G.; Torczon, Virginia J.
20
2001
Numerical optimization for symmetric tensor decomposition. Zbl 1328.90139
Kolda, Tamara G.
20
2015
Algorithm 856: APPSPACK 4.0: Asynchronous parallel pattern search for derivative-free optimization. Zbl 1230.90196
Gray, Genetha Anne; Kolda, Tamara G.
19
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.
13
2014
BFGS with update skipping and varying memory. Zbl 0918.65044
Kolda, Tamara G.; O’Leary, Dianne P.; Nazareth, Larry
13
1998
Generalized canonical polyadic tensor decomposition. Zbl 1432.68385
Hong, David; Kolda, Tamara G.; Duersch, Jed A.
11
2020
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.
9
2004
A scalable generative graph model with community structure. Zbl 1314.05189
Kolda, Tamara G.; Pinar, Ali; Plantenga, Todd; Seshadhri, C.
9
2014
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
Partitioning rectangular and structurally unsymmetric sparse matrices for parallel processing. Zbl 0960.65050
Hendrickson, Bruce; Kolda, Tamara G.
8
2000
Nonlinearly constrained optimization using heuristic penalty methods and asynchronous parallel generating set search. Zbl 1187.90324
Griffin, Joshua D.; Kolda, Tamara G.
7
2010
Asynchronous parallel hybrid optimization combining DIRECT and GSS. Zbl 1198.90397
Griffin, Joshua D.; Kolda, Tamara G.
6
2010
Asynchronous parallel generating set search for linearly constrained optimization. Zbl 1180.90364
Griffin, Joshua D.; Kolda, Tamara G.; Lewis, Robert Michael
6
2008
Newton-based optimization for Kullback-Leibler nonnegative tensor factorizations. Zbl 1336.90086
Hansen, Samantha; Plantenga, Todd; Kolda, Tamara G.
6
2015
An in-depth analysis of stochastic Kronecker graphs. Zbl 1281.05123
Seshadhri, C.; Pinar, Ali; Kolda, Tamara G.
6
2013
Counting triangles in massive graphs with MapReduce. Zbl 1306.05237
Kolda, Tamara G.; Pinar, Ali; Plantenga, Todd; Seshadhri, C.; Task, Christine
4
2014
Stochastic gradients for large-scale tensor decomposition. Zbl 1485.65054
Kolda, Tamara G.; Hong, David
4
2020
Multilinear algebra for analyzing data with multiple linkages. Zbl 1238.15012
Dunlavy, Daniel M.; Kolda, Tamara G.; Kegelmeyer, W. Philip
3
2011
Faster Johnson-Lindenstrauss transforms via Kronecker products. Zbl 1483.94017
Jin, Ruhui; Kolda, Tamara G.; Ward, Rachel
3
2021
Wedge sampling for computing clustering coefficients and triangle counts on large graphs. Zbl 07260400
Seshadhri, C.; Pinar, Ali; Kolda, Tamara G.
1
2014
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.
1
2020
Estimating higher-order moments using symmetric tensor decomposition. Zbl 1467.15022
Sherman, Samantha; Kolda, Tamara G.
1
2020
Software for sparse tensor decomposition on emerging computing architectures. Zbl 07099291
Phipps, Eric T.; Kolda, Tamara G.
1
2019
Understanding asynchronous parallel pattern search. Zbl 1176.90651
Kolda, Tamara G.; Torczon, Virginia J.
1
2003
Faster Johnson-Lindenstrauss transforms via Kronecker products. Zbl 1483.94017
Jin, Ruhui; Kolda, Tamara G.; Ward, Rachel
3
2021
Generalized canonical polyadic tensor decomposition. Zbl 1432.68385
Hong, David; Kolda, Tamara G.; Duersch, Jed A.
11
2020
Stochastic gradients for large-scale tensor decomposition. Zbl 1485.65054
Kolda, Tamara G.; Hong, David
4
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.
1
2020
Estimating higher-order moments using symmetric tensor decomposition. Zbl 1467.15022
Sherman, Samantha; Kolda, Tamara G.
1
2020
Software for sparse tensor decomposition on emerging computing architectures. Zbl 07099291
Phipps, Eric T.; Kolda, Tamara G.
1
2019
A practical randomized CP tensor decomposition. Zbl 1444.65016
Battaglino, Casey; Ballard, Grey; Kolda, Tamara G.
24
2018
Numerical optimization for symmetric tensor decomposition. Zbl 1328.90139
Kolda, Tamara G.
20
2015
Newton-based optimization for Kullback-Leibler nonnegative tensor factorizations. Zbl 1336.90086
Hansen, Samantha; Plantenga, Todd; Kolda, Tamara G.
6
2015
An adaptive shifted power method for computing generalized tensor eigenpairs. Zbl 1318.65019
Kolda, Tamara G.; Mayo, Jackson R.
31
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.
13
2014
A scalable generative graph model with community structure. Zbl 1314.05189
Kolda, Tamara G.; Pinar, Ali; Plantenga, Todd; Seshadhri, C.
9
2014
Counting triangles in massive graphs with MapReduce. Zbl 1306.05237
Kolda, Tamara G.; Pinar, Ali; Plantenga, Todd; Seshadhri, C.; Task, Christine
4
2014
Wedge sampling for computing clustering coefficients and triangle counts on large graphs. Zbl 07260400
Seshadhri, C.; Pinar, Ali; Kolda, Tamara G.
1
2014
An in-depth analysis of stochastic Kronecker graphs. Zbl 1281.05123
Seshadhri, C.; Pinar, Ali; Kolda, Tamara G.
6
2013
On tensors, sparsity, and nonnegative factorizations. Zbl 1262.15029
Chi, Eric C.; Kolda, Tamara G.
32
2012
Shifted power method for computing tensor eigenpairs. Zbl 1247.65048
Kolda, Tamara G.; Mayo, Jackson R.
146
2011
Multilinear algebra for analyzing data with multiple linkages. Zbl 1238.15012
Dunlavy, Daniel M.; Kolda, Tamara G.; Kegelmeyer, W. Philip
3
2011
Nonlinearly constrained optimization using heuristic penalty methods and asynchronous parallel generating set search. Zbl 1187.90324
Griffin, Joshua D.; Kolda, Tamara G.
7
2010
Asynchronous parallel hybrid optimization combining DIRECT and GSS. Zbl 1198.90397
Griffin, Joshua D.; Kolda, Tamara G.
6
2010
Tensor decompositions and applications. Zbl 1173.65029
Kolda, Tamara G.; Bader, Brett W.
935
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.
50
2007
Algorithm 862: MATLAB tensor classes for fast algorithm prototyping. Zbl 1230.65054
Bader, Brett W.; Kolda, Tamara G.
81
2006
Stationarity results for generating set search for linearly constrained optimization. Zbl 1126.90076
Kolda, Tamara G.; Lewis, Robert Michael; Torczon, Virginia
24
2006
Algorithm 856: APPSPACK 4.0: Asynchronous parallel pattern search for derivative-free optimization. Zbl 1230.90196
Gray, Genetha Anne; Kolda, Tamara G.
19
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.
224
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.
9
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
189
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.
21
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.
84
2001
Asynchronous parallel pattern search for nonlinear optimization. Zbl 0990.65067
Hough, Patricia D.; Kolda, Tamara G.; Torczon, Virginia J.
20
2001
Graph partitioning models for parallel computing. Zbl 0948.68130
Hendrickson, B.; Kolda, T. G.
26
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
13
1998
all top 5

Cited by 2,821 Authors

41 Qi, Liqun
30 Wei, Yimin
19 Khoromskiĭ, Boris Nikolaevich
19 Zhao, Xile
18 De Lathauwer, Lieven
17 Che, Maolin
17 Huang, Ting-Zhu
17 Vicente, Luis Nunes
14 Dolgov, Sergey V.
14 Kressner, Daniel
14 Li, Chaoqian
13 Kronbichler, Martin
13 Ng, Michael Kwok-Po
13 Wang, Yiju
12 Benner, Peter
12 Hu, ShengLong
12 Huang, Zheng-Hai
12 Li, Yaotang
11 Chen, Yannan
11 Oseledets, Ivan Valer’evich
11 Shadid, John N.
11 Uschmajew, André
10 Beik, Fatemeh Panjeh Ali
10 Heister, Timo
10 Heltai, Luca
10 Jbilou, Khalide
10 Khoromskaia, Venera
10 Wang, Qingwen
10 Zhou, Guanglu
9 Chen, Zhen
9 Chu, Moody T.
9 Cichocki, Andrzej
9 Hackbusch, Wolfgang
9 Ji, Teng-Yu
9 Kolda, Tamara Gibson
9 Li, Wen
9 Pelteret, Jean-Paul
9 Yang, Yuning
9 Zhang, Xinzhen
8 Bangerth, Wolfgang
8 Batselier, Kim
8 Comon, Pierre
8 Custódio, Ana Luísa
8 Domanov, Ignat
8 Kilmer, Misha Elena
8 Li, Zhening
8 Lubich, Christian
8 Lucidi, Stefano
8 Ma, Tian-Hui
8 Maier, Matthias Sebastian
8 Nouy, Anthony
8 Phipps, Eric T.
8 Turcksin, Bruno
8 Venturi, Daniele
8 Wang, Gang
8 Zhang, Shuzhong
7 Arndt, Daniel
7 Audet, Charles
7 Bentbib, Abdeslem Hafid
7 Cyr, Eric C.
7 Davydov, Denis
7 Jiang, Tai-Xiang
7 Kong, Xu
7 Li, Guoyin
7 Liuzzi, Giampaolo
7 Ma, Changfeng
7 Matthies, Hermann Georg
7 Tyrtyshnikov, Evgeniĭ Evgen’evich
7 Zhao, Jianxing
6 Bai, Minru
6 Ballard, Grey M.
6 Ballico, Edoardo
6 Beylkin, Gregory
6 Chen, Haibin
6 Ding, Weiyang
6 Doostan, Alireza
6 Hajarian, Masoud
6 Jiang, Yaolin
6 Najafi-Kalyani, Mehdi
6 Ni, Qin
6 Rinaldi, Francesco
6 Sang, Caili
6 Sangalli, Giancarlo
6 Stegeman, Alwin
6 Tuminaro, Raymond S.
6 Vandereycken, Bart
6 Wang, Xuezhong
6 Yan, Hong
6 Zhang, Guofeng
6 Zheng, Baodong
5 Badia, Santiago
5 Caccetta, Louis
5 Demiralp, Metin
5 Dunson, David Brian
5 Falcó, Antonio
5 Fan, Jinyan
5 Friedland, Shmuel
5 Gillis, Nicolas
5 Grasedyck, Lars
5 Gratton, Serge
...and 2,721 more Authors
all top 5

Cited in 307 Serials

76 SIAM Journal on Scientific Computing
73 Journal of Computational Physics
65 Linear Algebra and its Applications
63 SIAM Journal on Matrix Analysis and Applications
57 Computer Methods in Applied Mechanics and Engineering
53 Journal of Computational and Applied Mathematics
47 Computational Optimization and Applications
34 Linear and Multilinear Algebra
34 Applied Mathematics and Computation
34 Journal of Scientific Computing
30 Journal of Global Optimization
28 Computers & Mathematics with Applications
28 Numerical Linear Algebra with Applications
22 Journal of Optimization Theory and Applications
21 Computational and Applied Mathematics
20 Numerical Algorithms
18 Mathematical Programming. Series A. Series B
18 Optimization Methods & Software
18 Frontiers of Mathematics in China
15 Applied Numerical Mathematics
15 Optimization and Engineering
14 Numerische Mathematik
14 Optimization Letters
14 SIAM Journal on Mathematics of Data Science
13 Applied Mathematical Modelling
13 Journal of Industrial and Management Optimization
12 Computers and Fluids
12 Machine Learning
12 Data Mining and Knowledge Discovery
11 BIT
11 Journal of the American Statistical Association
11 Multidimensional Systems and Signal Processing
11 Neural Computation
11 European Journal of Operational Research
11 SIAM Journal on Optimization
11 Foundations of Computational Mathematics
10 Computer Physics Communications
10 Computational Geosciences
9 Information Sciences
9 International Journal for Numerical Methods in Engineering
9 Computational Methods in Applied Mathematics
9 Journal of Computational and Graphical Statistics
8 Journal of Fluid Mechanics
8 Automatica
8 Calcolo
8 Computers & Operations Research
8 Computational Mechanics
8 Journal of Machine Learning Research (JMLR)
8 The Annals of Applied Statistics
7 Psychometrika
7 The Annals of Statistics
7 Journal of Multivariate Analysis
7 Pattern Recognition
7 SIAM Review
7 Journal of Numerical Mathematics
7 SIAM Journal on Imaging Sciences
7 SIAM/ASA Journal on Uncertainty Quantification
6 Physica A
6 ACM Transactions on Mathematical Software
6 Mathematics and Computers in Simulation
6 International Journal of Computer Mathematics
6 Journal of Mathematical Chemistry
6 Journal of Inequalities and Applications
6 Archives of Computational Methods in Engineering
6 Quantum Information Processing
6 Electronic Journal of Statistics
6 Science China. Mathematics
6 Numerical Algebra, Control and Optimization
5 Mathematics of Computation
5 Operations Research Letters
5 Physica D
5 Constructive Approximation
5 Applied Mathematics Letters
5 Annals of Operations Research
5 Journal of Mathematical Imaging and Vision
5 Computing and Visualization in Science
5 Statistical Analysis and Data Mining
5 Algorithms
5 Mathematical Programming Computation
5 Journal of the Operations Research Society of China
5 SIAM Journal on Applied Algebra and Geometry
4 SIAM Journal on Numerical Analysis
4 Acta Applicandae Mathematicae
4 Journal of Symbolic Computation
4 Computational Statistics and Data Analysis
4 International Journal of Computer Vision
4 Advances in Computational Mathematics
4 Bulletin of the Malaysian Mathematical Sciences Society. Second Series
4 Journal of Applied Mathematics and Computing
4 Acta Numerica
4 Journal of Statistical Mechanics: Theory and Experiment
4 Inverse Problems and Imaging
4 Open Mathematics
3 International Journal for Numerical Methods in Fluids
3 Journal of the Franklin Institute
3 Journal of Mathematical Biology
3 Bulletin of Mathematical Biology
3 Fuzzy Sets and Systems
3 Circuits, Systems, and Signal Processing
3 Computational Mathematics and Mathematical Physics
...and 207 more Serials
all top 5

Cited in 54 Fields

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

Citations by Year

The data are displayed as stored in Wikidata under a Creative Commons CC0 License. Updates and corrections should be made in Wikidata.