R-SVM+: Robust Learning with Privileged Information

Li Xue
Li Xue

IJCAI, pp. 2411-2417, 2018.

Cited by: 1|Bibtex|Views130|Links
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Machine Learning: Classification

Abstract:

In practice, the circumstance that training and test data are clean is not always satisfied. The performance of existing methods in the learning using privileged information (LUPI) paradigm may be seriously challenged, due to the lack of clear strategies to address potential noises in the data. This paper proposes a novel Robust SVM+ (RSV...More

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