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Kolda, Tamara G.
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1

Streaming Generalized Canonical Polyadic Tensor Decompositi..:

, In: Proceedings of the Platform for Advanced Scientific Computing Conference,
Phipps, Eric T. ; Johnson, Nicholas T. ; Kolda, Tamara G. - p. 1-10 , 2023
Link: https://dl.acm.org/doi/1..
 
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2

Practical Leverage-Based Sampling for Low-Rank Tensor Decom..:

Larsen, Brett W. ; Kolda, Tamara G.
SIAM Journal on Matrix Analysis and Applications.  43 (2022)  3 - p. 1488-1517 , 2022
Link: https://doi.org/10.1137/..
 
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3

TuckerMPI: A Parallel C++/MPI Software Package for Large-sc..:

Ballard, Grey ; Klinvex, Alicia ; Kolda, Tamara G.
ACM Transactions on Mathematical Software.  46 (2020)  2 - p. 1-31 , 2020
Link: https://doi.org/10.1145/..
 
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4

TuckerMPI : A Parallel C++/MPI Software Package for Larg..:

Ballard, Grey ; Klinvex, Alicia ; Kolda, Tamara G.
ACM Transactions on Mathematical Software (TOMS).  46 (2020)  2 - p. 1-31 , 2020
Link: https://dl.acm.org/doi/1..
 
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5

Faster Johnson–Lindenstrauss transforms via Kronecker produ..:

Jin, Ruhui ; Kolda, Tamara G ; Ward, Rachel
Information and Inference: A Journal of the IMA.  10 (2020)  4 - p. 1533-1562 , 2020
Link: https://doi.org/10.1093/..
 
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6

Estimating Higher-Order Moments Using Symmetric Tensor Deco..:

Sherman, Samantha ; Kolda, Tamara G.
SIAM Journal on Matrix Analysis and Applications.  41 (2020)  3 - p. 1369-1387 , 2020
Link: https://doi.org/10.1137/..
 
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7

Stochastic Gradients for Large-Scale Tensor Decomposition:

Kolda, Tamara G. ; Hong, David
SIAM Journal on Mathematics of Data Science.  2 (2020)  4 - p. 1066-1095 , 2020
Link: https://doi.org/10.1137/..
 
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8

Introduction to SIAM Journal on Mathematics of Data Science..:

Kolda, Tamara G.
SIAM Journal on Mathematics of Data Science.  1 (2019)  1 - p. 1-7 , 2019
Link: https://doi.org/10.1137/..
 
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9

Software for Sparse Tensor Decomposition on Emerging Comput..:

Phipps, Eric T. ; Kolda, Tamara G.
SIAM Journal on Scientific Computing.  41 (2019)  3 - p. C269-C290 , 2019
Link: https://doi.org/10.1137/..
 
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10

Unsupervised Discovery of Demixed, Low-Dimensional Neural D..:

Williams, Alex H. ; Kim, Tony Hyun ; Wang, Forea...
Neuron.  98 (2018)  6 - p. 1099-1115.e8 , 2018
Link: https://doi.org/10.1016/..
 
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11

A Practical Randomized CP Tensor Decomposition:

Battaglino, Casey ; Ballard, Grey ; Kolda, Tamara G.
SIAM Journal on Matrix Analysis and Applications.  39 (2018)  2 - p. 876-901 , 2018
Link: https://doi.org/10.1137/..
 
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12

Triangular Alignment TAME: A Tensor-Based Approach for High..:

Mohammadi, Shahin ; Gleich, David F. ; Kolda, Tamara G..
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB).  14 (2017)  6 - p. 1446-1458 , 2017
Link: https://dl.acm.org/doi/1..
 
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13

Measuring and modeling bipartite graphs with community stru..:

Aksoy, Sinan G. ; Kolda, Tamara G. ; Pinar, Ali
Journal of Complex Networks.  5 (2017)  4 - p. 581-603 , 2017
Link: https://doi.org/10.1093/..
 
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14

Triangular Alignment (TAME): A Tensor-Based Approach for Hi..:

Mohammadi, Shahin ; Gleich, David F. ; Kolda, Tamara G..
IEEE/ACM Transactions on Computational Biology and Bioinformatics.  14 (2017)  6 - p. 1446-1458 , 2017
Link: https://doi.org/10.1109/..
 
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15

An improved hyperbolic embedding algorithm:

Chowdhary, Kenny ; Kolda, Tamara G
Journal of Complex Networks.  6 (2017)  3 - p. 321-341 , 2017
Link: https://doi.org/10.1093/..
 
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