Concepedia

Parallel Tensor Decompositions

Parallel Tensor Decompositions is a computational framework within parallel numerical linear algebra that enables the efficient factorization of high-order tensors into interpretable components by leveraging distributed memory systems and algorithmic concurrency to accelerate numerical computations.

42

Publications

1.9K

Citations

109

Authors

58

Institutions

Publications per year

2017–2026

17

Parents

Publications

42

Decompositions of a Higher-Order Tensor in Block Terms—Part II: Definitions and Uniqueness

Lieven De Lathauwer · SIAM Journal on Matrix Analysis and Applications · 2008 · 476 citations

, , +12

Tensors-structured numerical methods in scientific computing: Survey on recent advances

Boris N. Khoromskij · Chemometrics and Intelligent Laboratory Systems · 2011 · 194 citations · Full text

, , +16

Parallel Tensor Compression for Large-Scale Scientific Data

W. W. Austin, Grey Ballard, Tamara G. Kolda · 2016 · 132 citations · Full text

, , +17

Cyclops Tensor Framework: Reducing Communication and Eliminating Load Imbalance in Massively Parallel Contractions

Edgar Solomonik, Devin A. Matthews, Jeff R. Hammond et al. · 2013 · 101 citations

, , +17

HiCOO: Hierarchical Storage of Sparse Tensors

Jiajia Li, Jimeng Sun, Richard Vuduc · 2018 · 98 citations

, , +17

1–5 of 42

Authors

109

  1. MM
    Muthu Manikandan Baskaran

    Reservoir Labs (United States), United States

    5 publications · 76 citations

    5

    h-index

  2. JE
    James Ezick

    Reservoir Labs (United States), United States

    4 publications · 65 citations

    4

    h-index

  3. RL
    Richard Lethin

    Reservoir Labs (United States), United States

    4 publications · 65 citations

    4

    h-index

  4. LD
    Lieven De Lathauwer

    KU Leuven, Belgium

    4 publications · 519 citations

    4

    h-index

  5. TH
    Tom Henretty

    Reservoir Labs (United States), United States

    3 publications · 54 citations

    3

    h-index

1–5 of 109

Institutions

58

  1. Reservoir Labs (United States)

    New York, United States

    5 h-index

    24 publications

    399 citations

  2. CY Cergy Paris Université

    Cergy-Pontoise, France

    3 h-index

    6 publications

    86 citations

  3. École Nationale Supérieure de l'Électronique et de ses Applications

    Cergy, France

    3 h-index

    6 publications

    86 citations

  4. Centre National de la Recherche Scientifique

    Paris, France

    3 h-index

    6 publications

    86 citations

  5. University of California, Irvine

    Irvine, United States

    2 h-index

    4 publications

    60 citations

  6. Pacific Northwest National Laboratory

    Richland, United States

    2 h-index

    2 publications

    41 citations

  7. The University of Texas at Austin

    Austin, United States

    2 h-index

    2 publications

    233 citations

  8. Chinese University of Hong Kong

    Hong Kong, Hong Kong

    2 h-index

    6 publications

    105 citations

1–8 of 58

Venues

  1. arXiv (Cornell University)

    Repository · 3 publications · 42 citations

    3

    h-index

  2. IEEE Transactions on Engineering Management

    1 publications · 27 citations

    1

    h-index

  3. CaltechAUTHORS (California Institute of Technology)

    Repository · 1 publications · 14 citations

    1

    h-index

  4. SIAM Journal on Scientific Computing

    1 publications · 18 citations

    1

    h-index

  5. 1

    h-index

1–5