Fast Fisher discriminant analysis with randomized algorithms

•We propose to use random projection to accelerate Fisher discriminant analysis and provide a theoretical analysis. Empirical study shows our method is effective and efficient.•We propose to use random feature map to accelerate kernel discriminant analysis. And we provide theoretical and empirical a...

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Vydané v:	Pattern recognition Ročník 72; s. 82 - 92
Hlavní autori:	Ye, Haishan, Li, Yujun, Chen, Cheng, Zhang, Zhihua
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Elsevier Ltd 01.12.2017
Predmet:	Fisher discriminant analysis Random feature map Random projection Random feature map Random projection Fisher discriminant analysis
ISSN:	0031-3203, 1873-5142
On-line prístup:	Získať plný text
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