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Guibiao Xu
ORCID
Publication Activity (10 Years)
Years Active: 2013-2018
Publications (10 Years): 4
Top Topics
Loss Function
Empirical Risk
Reject Option
Kernel Classifiers
Top Venues
IJCNN
Pattern Recognit.
IEEE Trans. Neural Networks Learn. Syst.
ICDM Workshops
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Publications
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Guibiao Xu
,
Bao-Gang Hu
,
José C. Príncipe
Robust C-Loss Kernel Classifiers.
IEEE Trans. Neural Networks Learn. Syst.
29 (3) (2018)
Guibiao Xu
,
Zheng Cao
,
Bao-Gang Hu
,
José C. Príncipe
Robust support vector machines based on the rescaled hinge loss function.
Pattern Recognit.
63 (2017)
Guibiao Xu
,
Bao-Gang Hu
,
José C. Príncipe
Robust bounded logistic regression in the class imbalance problem.
IJCNN
(2016)
Zheng Cao
,
Shujian Yu
,
Guibiao Xu
,
Badong Chen
,
José C. Príncipe
Multiple adaptive kernel size KLMS for Beijing PM2.5 prediction.
IJCNN
(2016)
Guibiao Xu
,
Bao-Gang Hu
,
José C. Príncipe
An asymmetric stagewise least square loss function for imbalanced classification.
IJCNN
(2014)
Guibiao Xu
,
Bao-Gang Hu
Cost-Free Learning for Support Vector Machines with a Reject Option.
ICDM Workshops
(2013)