Adaptive tensor train learning algorithm based on single-aspect streaming model

An adaptive tensor train (TT) learning algorithm for the online decomposition problem of high-order tensors in single-aspect streaming model was investigated.Firstly, it was deduced that single-aspect streaming increment only changes the dimension of temporal TT core.Secondly, the forgetting factor...

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Bibliographic Details

Published in:	Tongxin xuebao
Main Authors:	Baoze MA, Guojun LI, Long XING, Changrong YE
Format:	Article
Language:	Chinese
Published:	Editorial Department of Journal on Communications 2023-08-01
Subjects:	adaptive learning algorithm;tensor train decomposition;single-aspect streaming model;ubiquitous data stream
Online Access:	http://www.joconline.com.cn/thesisDetails#10.11959/j.issn.1000-436x.2023154