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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Vydané v:	AIMS mathematics Ročník 6; číslo 2; s. 1515 - 1537
Hlavní autori:	Xue, Wei, Wan, Pengcheng, Li, Qiao, Zhong, Ping, Yu, Gaohang, Tao, Tao
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	AIMS Press 01.01.2021
Predmet:	conjugate gradient machine learning online learning stochastic optimization variance reduction
ISSN:	2473-6988, 2473-6988
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