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Exploiting Efficient Representations in Large-Scale Tensor Decompositions

  • Published:2019-01 Issue:2 Volume:41 Page:A789-A815
  • ISSN:1064-8275
  • Container-title:SIAM Journal on Scientific Computing
  • language:en
  • Short-container-title:SIAM J. Sci. Comput.

Author:

Vervliet NicoORCID,Debals Otto,De Lathauwer LievenORCID

Funder

Agentschap voor Innovatie door Wetenschap en Technologie

FP7 Ideas: European Research Council

Fonds Wetenschappelijk Onderzoek

KU Leuven

Publisher

Society for Industrial & Applied Mathematics (SIAM)

Subject

Applied Mathematics,Computational Mathematics

Cited by 12 articles. 订阅此论文施引文献 订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Cyclic tensor singular value decomposition with applications in low-rank high-order tensor recovery;Signal Processing;2024-12

2. Multilinear singular value decomposition of a tensor with fibers observed along one mode*;2023 IEEE Statistical Signal Processing Workshop (SSP);2023-07-02

3. Low-Rank Tensor Function Representation for Multi-Dimensional Data Recovery;IEEE Transactions on Pattern Analysis and Machine Intelligence;2023

4. Sparse Nonnegative Tensor Factorization and Completion With Noisy Observations;IEEE Transactions on Information Theory;2022-04

5. Updating the Multilinear UTV Decomposition;IEEE Transactions on Signal Processing;2022
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