An online conjugate gradient algorithm for large-scale data analysis in machine learning

In recent years, the amount of available data is growing exponentially, and large-scale data is becoming ubiquitous. Machine learning is a key to deriving insight from this deluge of data. In this paper, we focus on the large-scale data analysis, especially classification data, and propose an online...

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Bibliographic Details

Published in:	AIMS mathematics Vol. 6; no. 2; pp. 1515 - 1537
Main Authors:	Xue, Wei, Wan, Pengcheng, Li, Qiao, Zhong, Ping, Yu, Gaohang, Tao, Tao
Format:	Journal Article
Language:	English
Published:	AIMS Press 01.01.2021
Subjects:	conjugate gradient machine learning online learning stochastic optimization variance reduction
ISSN:	2473-6988, 2473-6988
Online Access:	Get full text
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