Randomized Algorithms for Rounding in the Tensor-Train Format-Reference-Cited by-同舟云学术

Randomized Algorithms for Rounding in the Tensor-Train Format

Published:2023-01-27 Issue:1 Volume:45 Page:A74-A95
ISSN:1064-8275
Container-title:SIAM Journal on Scientific Computing
language:en
Short-container-title:SIAM J. Sci. Comput.

Author:

Al Daas Hussam¹^ORCID,Ballard Grey²^ORCID,Cazeaux Paul³^ORCID,Hallman Eric⁴^ORCID,Międlar Agnieszka³,Pasha Mirjeta⁵^ORCID,Reid Tim W.⁴,Saibaba Arvind K.⁴^ORCID

Affiliation:

1. Computational Mathematics Group, Rutherford Appleton Laboratory, Didcot OX11 0QX, UK.

2. Department of Computer Science, Wake Forest University, Winston-Salem, NC 27106 USA.

3. Department of Mathematics, Virginia Tech, Blacksburg, VA 24061-1026 USA.

4. Department of Mathematics, North Carolina State University, Raleigh, NC 27607 USA.

5. Department of Mathematics, Tufts University, Medford, MA 02155 USA.

Funder

National Science Foundation

Publisher

Society for Industrial & Applied Mathematics (SIAM)

Subject

Applied Mathematics,Computational Mathematics

Reference43 articles.

1. Randomized Algorithms for Computation of Tucker Decomposition and Higher Order SVD (HOSVD)

2. Randomized algorithms for fast computation of low rank tensor ring model

3. Tensor Train Construction From Tensor Actions, With Application to Compression of Large High Order Derivative Tensors

4. A projection method to solve linear systems in tensor format

5. Tensor Decompositions for Integral Histogram Compression and Look-Up

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