Randomized online CP decomposition

CANDECOMP/PARAFAC (CP) decomposition has been widely used to deal with multi-way data. For real-time or large-scale tensors, based on the ideas of randomized-sampling CP decomposition algorithm and online CP decomposition algorithm, a novel CP decomposition algorithm called randomized online CP deco...

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Bibliographic Details
Main Authors: MA, Congbo, YANG, Xiaowei, WANG, Hu
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2018
Subjects:
Online Access:https://ink.library.smu.edu.sg/sis_research/4112
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Institution: Singapore Management University
Language: English