Speed-up and multi-view extensions to subclass discriminant analysis

Kateryna Chumachenko,Jenni Raitoharju,Alexandros Iosifidis,Moncef Gabbouj

Pattern Recognition（2021）

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摘要

•We present a speed-up extension to Subclass Discriminant Analysis.•We propose an extension to SDA for multi-view problems and a fast solution to it.•The proposed approaches result in lower training time and competitive performance.

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关键词

Subclass discriminant analysis,Spectral regression,Multi-view learning,Kernel regression,Subspace learning

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