29 citations · 65 across the 21 of their papers we have counts for
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stat.ML2013★ 29 cited
Flexible High-dimensional Classification Machines and Their Asymptotic Properties
Xingye Qiao, Lingsong Zhang
Classification is an important topic in statistics and machine learning with great potential in many real applications. In this paper, we investigate two popular large margin class…
stat.ML2013★ 3 cited
Distance-weighted Support Vector Machine
Xingye Qiao, Lingsong Zhang
A novel linear classification method that possesses the merits of both the Support Vector Machine (SVM) and the Distance-weighted Discrimination (DWD) is proposed in this article.…