Safe sample screening rules for multicategory angle-based support vector machines

DOI10.1016/J.CSDA.2022.107508OpenAlexW4224936458WikidataQ114191825 ScholiaQ114191825MaRDI QIDQ2143029

Yiwei Fan, Jun-Long Zhao

Publication date: 30 May 2022

Published in: Computational Statistics and Data Analysis (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.csda.2022.107508

zbMATH Keywords

variational inequalityduality gapangle-based support vector machinesample screening

Mathematics Subject Classification ID

Statistics (62-XX)

Uses Software

• LIBSVM
• LIBLINEAR

Cites Work

• Model-Free Feature Screening for Ultrahigh-Dimensional Data
• Multicategory angle-based large-margin classification
• Multicategory vertex discriminant analysis for high-dimensional data
• Support-vector networks
• 10.1162/15324430260185628
• Gap Safe screening rules for sparsity enforcing penalties
• Estimating Individualized Treatment Rules Using Outcome Weighted Learning
• OnL₁-Norm Multiclass Support Vector Machines
• Multicategory Support Vector Machines
• Foundations of Optimization
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