A robust support vector machine for labeling errors

DOI10.1080/03610918.2016.1189568zbMath1462.62378OpenAlexW2495842449MaRDI QIDQ4638803

Changyi Park, Hosik Choi, Sunghoon Kwon, Yongdai Kim

Publication date: 30 April 2018

Published in: Communications in Statistics - Simulation and Computation (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/03610918.2016.1189568

zbMATH Keywords

classificationconvexityloss functionoutliersolution path algorithm

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Learning and adaptive systems in artificial intelligence (68T05)

Cites Work

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• Distance-Weighted Discrimination
• Outlier Detection Using Nonconvex Penalized Regression
• Nonparametric Conditional Density Estimation Using Piecewise-Linear Solution Path of Kernel Quantile Regression
• On ψ-Learning
• The maximal data piling direction for discrimination

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