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1

Tensor Decompositions and Applications

Kolda, Tamara G., Bader, Brett W.

Journal:

Year:

2009

Language:

english

File:

PDF, 1.06 MB

english, 2009

2

Optimization by Direct Search: New Perspectives on Some Classical and Modern Methods

Kolda, Tamara G., Lewis, Robert Michael, Torczon, Virginia

Journal:

Year:

2003

Language:

english

File:

PDF, 1.78 MB

english, 2003

3

Shifted Power Method for Computing Tensor Eigenpairs

Kolda, Tamara G., Mayo, Jackson R.

Journal:

SIAM Journal on Matrix Analysis and Applications

Year:

2011

Language:

english

File:

PDF, 3.11 MB

english, 2011

4

Efficient MATLAB Computations with Sparse and Factored Tensors

Bader, Brett W., Kolda, Tamara G.

Journal:

SIAM Journal on Scientific Computing

Year:

2008

Language:

english

File:

PDF, 295 KB

english, 2008

5

Introduction to SIAM Journal on Mathematics of Data Science (SIMODS)

Kolda, Tamara G.

Journal:

SIAM Journal on Mathematics of Data Science

Year:

2019

Language:

english

File:

PDF, 200 KB

english, 2019

6

On Tensors, Sparsity, and Nonnegative Factorizations

Chi, Eric C., Kolda, Tamara G.

Journal:

SIAM Journal on Matrix Analysis and Applications

Year:

2012

Language:

english

File:

PDF, 774 KB

english, 2012

7

Introduction to SIAM Journal on Mathematics of Data Science (SIMODS)

Kolda, Tamara G.

Journal:

SIAM Journal on Mathematics of Data Science

Year:

2019

File:

PDF, 200 KB

2019

8

Resolving the sign ambiguity in the singular value decomposition

R. Bro, E. Acar, Tamara G. Kolda

Journal:

Journal of Chemometrics

Year:

2008

Language:

english

File:

PDF, 315 KB

english, 2008

9

Erratum: Resolving the sign ambiguity in the singular value decomposition

R. Bro, E. Acar, Tamara G. Kolda

Journal:

Journal of Chemometrics

Year:

2008

File:

PDF, 38 KB

2008

10

Graph partitioning models for parallel computing

Bruce Hendrickson, Tamara G Kolda

Journal:

Parallel Computing

Year:

2000

Language:

english

File:

PDF, 129 KB

english, 2000

11

[IEEE Seventh IEEE International Conference on Data Mining (ICDM 2007) - Omaha, NE, USA (2007.10.28-2007.10.31)] Seventh IEEE International Conference on Data Mining (ICDM 2007) - Temporal Analysis of Semantic Graphs Using ASALSAN

Bader, Bret, Harshman, Richard A., Kolda, Tamara G.

Year:

2007

Language:

english

File:

PDF, 629 KB

english, 2007

12

Optimization by Direct Search: New Perspectives on Some Classical and Modern Methods

Tamara G. Kolda, Robert Michael Lewis and Virginia Torczon

Journal:

Year:

2003

Language:

english

File:

PDF, 13.05 MB

english, 2003

13

Counting Triangles in Massive Graphs with MapReduce

Kolda, Tamara G., Pinar, Ali, Plantenga, Todd, Seshadhri, C., Task, Christine

Journal:

SIAM Journal on Scientific Computing

Year:

2014

Language:

english

File:

PDF, 2.02 MB

english, 2014

14

Exploiting Symmetry in Tensors for High Performance: Multiplication with Symmetric Tensors

Schatz, Martin D., Low, Tze Meng, van de Geijn, Robert A., Kolda, Tamara G.

Journal:

SIAM Journal on Scientific Computing

Year:

2014

Language:

english

File:

PDF, 705 KB

english, 2014

15

A Scalable Generative Graph Model with Community Structure

Kolda, Tamara G., Pinar, Ali, Plantenga, Todd, Seshadhri, C.

Journal:

SIAM Journal on Scientific Computing

Year:

2014

Language:

english

File:

PDF, 1.26 MB

english, 2014

16

[ACM Press the 2007 ACM SIGMOD international conference - Beijing, China (2007.06.11-2007.06.14)] Proceedings of the 2007 ACM SIGMOD international conference on Management of data - SIGMOD '07 - Mining large graphs and streams using matrix and tensor tools

Faloutsos, Christos, Kolda, Tamara G., Sun, Jimeng

Year:

2007

Language:

english

File:

PDF, 50 KB

english, 2007

17

Algorithm 856

Gray, Genetha A., Kolda, Tamara G.

Journal:

ACM Transactions on Mathematical Software

Year:

2006

Language:

english

File:

PDF, 615 KB

english, 2006

18

An Adaptive Shifted Power Method for Computing Generalized Tensor Eigenpairs

Kolda, Tamara G., Mayo, Jackson R.

Journal:

SIAM Journal on Matrix Analysis and Applications

Year:

2014

Language:

english

File:

PDF, 241 KB

english, 2014

19

Triangular Alignment (TAME): A Tensor-based Approach for Higher-order Network Alignment

Mohammadi, Shahin, Gleich, David F., Kolda, Tamara G., Grama, Ananth

Journal:

IEEE/ACM Transactions on Computational Biology and Bioinformatics

Year:

2016

Language:

english

File:

PDF, 6.91 MB

english, 2016

20

A Practical Randomized CP Tensor Decomposition

Battaglino, Casey, Ballard, Grey, Kolda, Tamara G.

Journal:

SIAM Journal on Matrix Analysis and Applications

Year:

2018

Language:

english

File:

PDF, 1.49 MB

english, 2018

21

Stochastic Gradients for Large-Scale Tensor Decomposition

Kolda, Tamara G., Hong, David

Journal:

SIAM Journal on Mathematics of Data Science

Year:

2020

File:

PDF, 6.16 MB

2020

22

A scalable optimization approach for fitting canonical tensor decompositions

Evrim Acar, Daniel M. Dunlavy, Tamara G. Kolda

Journal:

Journal of Chemometrics

Year:

2011

Language:

english

File:

PDF, 1.05 MB

english, 2011

23

Scalable tensor factorizations for incomplete data

Evrim Acar, Daniel M. Dunlavy, Tamara G. Kolda, Morten Mørup

Journal:

Chemometrics and Intelligent Laboratory Systems

Year:

2011

Language:

english

File:

PDF, 2.53 MB

english, 2011

24

Chromosome Identification Using Hidden Markov Models: Comparison with Neural Networks, Singular Value Decomposition, Principal Components Analysis, and Fisher Discriminant Analysis

Conroy, John M, Kolda, Tamara G, O'Leary, Dianne P, O'Leary, Timothy J

Journal:

Laboratory Investigation

Year:

2000

Language:

english

File:

PDF, 2.61 MB

english, 2000

25

Partitioning Rectangular and Structurally Unsymmetric Sparse Matrices for Parallel Processing

Hendrickson, Bruce, Kolda, Tamara G.

Journal:

SIAM Journal on Scientific Computing

Year:

2000

Language:

english

File:

PDF, 287 KB

english, 2000

26

On the Convergence of Asynchronous Parallel Pattern Search

Kolda, Tamara G., Torczon, Virginia J.

Journal:

SIAM Journal on Optimization

Year:

2004

Language:

english

File:

PDF, 271 KB

english, 2004

27

BFGS with Update Skipping and Varying Memory

Kolda, Tamara G., O'Leary, Dianne P., Nazareth, Larry

Journal:

SIAM Journal on Optimization

Year:

1998

Language:

english

File:

PDF, 448 KB

english, 1998

28

Stationarity Results for Generating Set Search for Linearly Constrained Optimization

Kolda, Tamara G., Lewis, Robert Michael, Torczon, Virginia

Journal:

SIAM Journal on Optimization

Year:

2007

Language:

english

File:

PDF, 357 KB

english, 2007

29

A Counterexample to the Possibility of an Extension of the Eckart--Young Low-Rank Approximation Theorem for the Orthogonal Rank Tensor Decomposition

Kolda, Tamara G.

Journal:

SIAM Journal on Matrix Analysis and Applications

Year:

2003

Language:

english

File:

PDF, 107 KB

english, 2003

30

Preface to the special issue on tensors and multilinear algebra

Shmuel Friedland, Tamara Kolda, Lek-Heng Lim, Eugene Tyrtyshnikov

Journal:

Linear Algebra and its Applications

Year:

2013

Language:

english

File:

PDF, 338 KB

english, 2013

31

Asynchronous Parallel Generating Set Search for Linearly Constrained Optimization

Griffin, Joshua D., Kolda, Tamara G., Lewis, Robert Michael

Journal:

SIAM Journal on Scientific Computing

Year:

2008

Language:

english

File:

PDF, 1.25 MB

english, 2008

32

[IEEE 2009 IEEE International Conference on Data Mining Workshops (ICDMW) - Miami, FL, USA (2009.12.6-2009.12.6)] 2009 IEEE International Conference on Data Mining Workshops - Link Prediction on Evolving Data Using Matrix and Tensor Factorizations

Acar, Evrim, Dunlavy, Daniel M., Kolda, Tamara G.

Year:

2009

Language:

english

File:

PDF, 588 KB

english, 2009

33

Asynchronous Parallel Pattern Search for Nonlinear Optimization

Hough, Patricia D., Kolda, Tamara G., Torczon, Virginia J.

Journal:

SIAM Journal on Scientific Computing

Year:

2001

Language:

english

File:

PDF, 288 KB

english, 2001

34

Algorithm 862

Bader, Brett W., Kolda, Tamara G.

Journal:

ACM Transactions on Mathematical Software

Year:

2006

Language:

english

File:

PDF, 359 KB

english, 2006

35

[IEEE 2011 IEEE 11th International Conference on Data Mining (ICDM) - Vancouver, BC, Canada (2011.12.11-2011.12.14)] 2011 IEEE 11th International Conference on Data Mining - An In-depth Study of Stochastic Kronecker Graphs

Seshadhri, C., Pinar, Ali, Kolda, Tamara G.

Year:

2011

Language:

english

File:

PDF, 753 KB

english, 2011

36

Orthogonal Tensor Decompositions

Kolda, Tamara G.

Journal:

SIAM Journal on Matrix Analysis and Applications

Year:

2001

Language:

english

File:

PDF, 159 KB

english, 2001

37

[IEEE 2008 Eighth IEEE International Conference on Data Mining (ICDM) - Pisa, Italy (2008.12.15-2008.12.19)] 2008 Eighth IEEE International Conference on Data Mining - Scalable Tensor Decompositions for Multi-aspect Data Mining

Kolda, Tamara G., Sun, Jimeng

Year:

2008

Language:

english

File:

PDF, 343 KB

english, 2008

38

[IEEE 2013 IEEE 2nd Network Science Workshop (NSW) - West Point, NY, USA (2013.04.29-2013.05.1)] 2013 IEEE 2nd Network Science Workshop (NSW) - A scalable null model for directed graphs matching all degree distributions: In, out, and reciprocal

Durak, Nurcan, Kolda, Tamara G., Pinar, Ali, Seshadhri, C.

Year:

2013

Language:

english

File:

PDF, 585 KB

english, 2013

39

[IEEE 2011 IEEE 11th International Conference on Data Mining (ICDM) - Vancouver, BC, Canada (2011.12.11-2011.12.14)] 2011 IEEE 11th International Conference on Data Mining - COMET: A Recipe for Learning and Using Large Ensembles on Massive Data

Basilico, Justin D., Munson, M. Arthur, Kolda, Tamara G., Dixon, Kevin R., Kegelmeyer, W. Philip

Year:

2011

Language:

english

File:

PDF, 260 KB

english, 2011

40

Special Section on Two Themes: Planet Earth and Big Data

Kolda, Tamara G., Yaneh, Irad

Journal:

SIAM Journal on Scientific Computing

Year:

2014

Language:

english

File:

PDF, 50 KB

english, 2014

41

Revisiting Asynchronous Parallel Pattern Search for Nonlinear Optimization

Kolda, Tamara G.

Journal:

SIAM Journal on Optimization

Year:

2005

Language:

english

File:

PDF, 260 KB

english, 2005

42

Wedge sampling for computing clustering coefficients and triangle counts on large graphs †

Seshadhri, C., Pinar, Ali, Kolda, Tamara G.

Journal:

Statistical Analysis and Data Mining

Year:

2014

Language:

english

File:

PDF, 1.64 MB

english, 2014

43

Community structure and scale-free collections of Erdős-Rényi graphs

Seshadhri, C., Kolda, Tamara G., Pinar, Ali

Journal:

Physical Review E

Year:

2012

Language:

english

File:

PDF, 327 KB

english, 2012

44

[ACM Press the 13th ACM SIGKDD international conference - San Jose, California, USA (2007.08.12-2007.08.15)] Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '07 - Cross-language information retrieval using PARAFAC2

Chew, Peter A., Bader, Brett W., Kolda, Tamara G., Abdelali, Ahmed

Year:

2007

Language:

english

File:

PDF, 1.19 MB

english, 2007

45

[IEEE Distributed Processing, Workshops and Phd Forum (IPDPSW) - Anchorage, AK, USA (2011.05.16-2011.05.20)] 2011 IEEE International Symposium on Parallel and Distributed Processing Workshops and Phd Forum - Efficiently Computing Tensor Eigenvalues on a GPU

Ballard, Grey, Kolda, Tamara, Plantenga, Todd

Year:

2011

Language:

english

File:

PDF, 761 KB

english, 2011

46

Numerical optimization for symmetric tensor decomposition

Kolda, Tamara G.

Journal:

Mathematical Programming

Year:

2015

Language:

english

File:

PDF, 581 KB

english, 2015

47

Newton-based optimization for Kullback–Leibler nonnegative tensor factorizations

Hansen, Samantha, Plantenga, Todd, Kolda, Tamara G.

Journal:

Optimization Methods and Software

Year:

2015

Language:

english

File:

PDF, 919 KB

english, 2015

48

Temporal Link Prediction Using Matrix and Tensor Factorizations

Dunlavy, Daniel M., Kolda, Tamara G., Acar, Evrim

Journal:

ACM Transactions on Knowledge Discovery from Data

Year:

2011

Language:

english

File:

PDF, 1.38 MB

english, 2011

49

Optimizing an Empirical Scoring Function for Transmembrane Protein Structure Determination

Gray, Genetha Anne, Kolda, Tamara G., Sale, Ken, Young, Malin M.

Journal:

INFORMS Journal on Computing

Year:

2004

Language:

english

File:

PDF, 485 KB

english, 2004

50

Asynchronous parallel hybrid optimization combining DIRECT and GSS

Griffin, Joshua D., Kolda, Tamara G.

Journal:

Optimization Methods and Software

Year:

2010

Language:

english

File:

PDF, 783 KB

english, 2010