Support vector machine classifier with truncated pinball loss

Xin Shen; Lingfeng Niu; Zhiquan Qi; Yingjie Tian

doi:10.1016/j.patcog.2017.03.011

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Support vector machine classifier with truncated pinball loss

Xin Shen Lingfeng Niu Zhiquan Qi Yingjie Tian

Year: 2017 Journal: Pattern Recognition Vol: 68 Pages: 199-210 Publisher: Elsevier BV

DOI: 10.1016/j.patcog.2017.03.011

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Keywords:

Support vector machine Hinge loss Computer science Pattern recognition (psychology) Robustness (evolution) Artificial intelligence Classifier (UML) Noise (video) Algorithm Convexity Solver Machine learning

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Topics

Face and Expression Recognition

Physical Sciences → Computer Science → Computer Vision and Pattern Recognition

Sparse and Compressive Sensing Techniques

Physical Sciences → Engineering → Computational Mechanics

Spectroscopy and Chemometric Analyses

Physical Sciences → Chemistry → Analytical Chemistry

Support vector machine classifier with truncated pinball loss

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