Self-paced principal component analysis

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Zhao Kang, Hongfei Liu, Jiangxin Li, Xiaofeng Zhu, Ling Tian

Published: 01 Jan 2023, Last Modified: 31 Jul 2024Pattern Recognit. 2023EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•Cognitive principle of human begings is introduced to PCA.•Theoretical analysis is provided to prove the robustness nature of our method.•A novel weighting function is designed for maximizing problem.