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T

Tamara G. Kolda

Purdue University

50H-index
237Paper Count
2.3WCitation Count
Published Papers 19
Publication Date
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Generalized Canonical Polyadic Tensor Decomposition
errSIAM REVIEW
IF6.1
err2020-02-11
err85
errOAAI
errHong, David; Kolda, Tamara G.; Duersch, Jed A.
errShare
errSave
SOFTWARE FOR SPARSE TENSOR DECOMPOSITION ON EMERGING COMPUTING ARCHITECTURES
errSIAM JOURNAL ON SCIENTIFIC COMPUTING
IF2.6
err2019-06-20
err32
errOAAI
errPhipps, Eric T.; Kolda, Tamara G.
errShare
errSave
Unsupervised Discovery of Demixed, Low-Dimensional Neural Dynamics across Multiple Timescales through Tensor Component Analysis
errNEURON
IF15
err2018-06-01
err194
errOAAI
errWilliams, Alex H.; Kim, Tony Hyun; Wang, Forea; Vyas, Saurabh; Ryu, Stephen I.; Shenoy, Krishna V.; Schnitzer, Mark; Kolda, Tamara G.; Ganguli, Surya
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errSave
Triangular Alignment (TAME): A Tensor-Based Approach for Higher-Order Network Alignment
errIEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS
IF3.4
err2017-11-01
err30
errOAAI
errMohammadi, Shahin; Gleich, David F.; Kolda, Tamara G.; Grama, Ananth
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errSave
A SCALABLE GENERATIVE GRAPH MODEL WITH COMMUNITY STRUCTURE
errSIAM JOURNAL ON SCIENTIFIC COMPUTING
IF2.6
err2014-01-01
err97
errOAAI
errKolda, Tamara G.; Pinar, Ali; Plantenga, Todd; Seshadhri, C.
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errSave
SPECIAL SECTION ON TWO THEMES: PLANET EARTH AND BIG DATA
errSIAM JOURNAL ON SCIENTIFIC COMPUTING
IF2.6
err2014-01-01
err4
PREAI
errKolda, Tamara G.; Yaneh, Irad
errShare
errSave
EXPLOITING SYMMETRY IN TENSORS FOR HIGH PERFORMANCE: MULTIPLICATION WITH SYMMETRIC TENSORS
errSIAM JOURNAL ON SCIENTIFIC COMPUTING
IF2.6
err2014-01-01
err30
errOAAI
errSchatz, Martin D.; Low, Tze Meng; van de Geijn, Robert A.; Kolda, Tamara G.
errShare
errSave
COUNTING TRIANGLES IN MASSIVE GRAPHS WITH MAPREDUCE
errSIAM JOURNAL ON SCIENTIFIC COMPUTING
IF2.6
err2014-01-01
err38
errOAAI
errKolda, Tamara G.; Pinar, Ali; Plantenga, Todd; Seshadhri, C.; Task, Christine
errShare
errSave
Scalable tensor factorizations for incomplete data
errCHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS
IF3.8
err2011-03-01
err503
errOAAI
errAcar, Evrim; Dunlavy, Daniel M.; Kolda, Tamara G.; Morup, Morten
errShare
errSave
Temporal Link Prediction Using Matrix and Tensor Factorizations
errACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA
IF4.8
err2011-02-01
err402
errOAAI
errDunlavy, Daniel M.; Kolda, Tamara G.; Acar, Evrim
errShare
errSave
Tensor Decompositions and Applications
errSIAM REVIEW
IF6.1
err2009-08-05
err7.5K
PREAI
errKolda, Tamara G.; Bader, Brett W.
errShare
errSave
Comparison of derivative-free optimization methods for groundwater supply and hydraulic capture community problems
errADVANCES IN WATER RESOURCES
IF4.2
err2008-05-01
err100
PREAI
errFowler, K. R.; Reese, J. P.; Kees, C. E.; Dennis, J. E., Jr.; Kelley, C. T.; Miller, C. T.; Audet, C.; Booker, A. J.; Couture, G.; Darwin, R. W.; Farthing, M. W.; Finkel, D. E.; Gablonsky, J. M.; Gray, G.; Kolda, T. G.
errShare
errSave
Efficient MATLAB computations with sparse and factored tensors
errSIAM JOURNAL ON SCIENTIFIC COMPUTING
IF2.6
err2008-01-01
err347
errOAAI
errBader, Brett W.; Kolda, Tamara G.
errShare
errSave
Asynchronous parallel generating set search for linearly constrained optimization
errSIAM JOURNAL ON SCIENTIFIC COMPUTING
IF2.6
err2008-01-01
err34
errOAAI
errGriffin, Joshua D.; Kolda, Tamara G.; Lewis, Robert Michael
errShare
errSave
Optimization by direct search: New perspectives on some classical and modern methods
errSIAM REVIEW
IF6.1
err2003-01-01
err1.3K
errOAAI
errKolda, TG; Lewis, RM; Torczon, V
errShare
errSave
Asynchronous parallel pattern search for nonlinear optimization
errSIAM JOURNAL ON SCIENTIFIC COMPUTING
IF2.6
err2001-01-01
err129
PREAI
errHough, PD; Kolda, TG; Torczon, VJ
errShare
errSave
Chromosome identification using hidden Markov models: Comparison with neural networks, singular value decomposition, principal components analysis, and Fisher discriminant analysis
errLABORATORY INVESTIGATION
IF4.2
err2000-11-01
err18
errOAAI
errConroy, JM; Kolda, TG; O'Leary, DP; O'Leary, TJ
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errSave
Partitioning rectangular and structurally unsymmetric sparse matrices for parallel processing
errSIAM JOURNAL ON SCIENTIFIC COMPUTING
IF2.6
err2000-01-01
err63
PREAI
errHendrickson, B; Kolda, TG
errShare
errSave
A semidiscrete matrix decomposition for latent semantic indexing in information retrieval
errACM TRANSACTIONS ON INFORMATION SYSTEMS
IF9.1
err1998-10-01
err147
errOAAI
errKolda, TG; O'Leary, DP
errShare
errSave

Research Directions

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Co-authors
Cooperation Journals
K
Krishna V. Shenoy
H-index: 88 · Papers: 299
M
Mark J. Schnitzer
H-index: 73 · Papers: 173
S
Surya Ganguli
H-index: 61 · Papers: 265
T
Timothy J. O’Leary
H-index: 60 · Papers: 420
C
Cass T. Miller
H-index: 55 · Papers: 389
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