Mode-wise Tensor Decompositions: Multi-dimensional Generalizations of CUR Decompositions

Cai, HQ; Hamm, K; Huang, LX; Needell, D

Cai, HQ (corresponding author), Univ Calif Los Angeles, Dept Math, Los Angeles, CA 90095 USA.

JOURNAL OF MACHINE LEARNING RESEARCH, 2021; 22 ():

Abstract

Low rank tensor approximation is a fundamental tool in modern machine learning and data science. In this paper, we study the characterization, perturb......

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