LAUSR

Tensor SVD: Statistical and Computational Limits

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0 Published in 2018 at "IEEE Transactions on Information Theory"

DOI: 10.1109/tit.2018.2841377

Abstract: In this paper, we propose a general framework for tensor singular value decomposition (tensor singular value decomposition (SVD)), which focuses on the methodology and theory for extracting the hidden low-rank structure from high-dimensional tensor data.… read more here.

Keywords: limits tensor; tensor svd; statistical computational; computational limits ... See more keywords