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20122026
most citedLow-Rank Tensor Networks for Dimensionality Reduction and Large-Scale Optimization Problems: Perspectives and Challenges PART 1

466 citations · 881 across the 30 of their papers we have counts for

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math.NA2018

Tensor Networks for Latent Variable Analysis: Higher Order Canonical Polyadic Decomposition

Anh-Huy Phan, Andrzej Cichocki, Ivan Oseledets +3

The Canonical Polyadic decomposition (CPD) is a convenient and intuitive tool for tensor factorization; however, for higher-order tensors, it often exhibits high computational cost…