15 citations · 25 across the 3 of their papers we have counts for
3 papers
cs.LG2022★ 1 cited
Nonlinear Kernel Support Vector Machine with 0-1 Soft Margin Loss
Ju Liu, Ling-Wei Huang, Yuan-Hai Shao +2
Recent advance on linear support vector machine with the 0-1 soft margin loss (-SVM) shows that the 0-1 loss problem can be solved directly. However, its theoretical and a…
cs.LG2020★ 15 cited
Multiple Flat Projections for Cross-manifold Clustering
Lan Bai, Yuan-Hai Shao, Wei-Jie Chen +2
Cross-manifold clustering is a hard topic and many traditional clustering methods fail because of the cross-manifold structures. In this paper, we propose a Multiple Flat Projectio…
cs.LG2018★ 9 cited
Generalized two-dimensional linear discriminant analysis with regularization
Chun-Na Li, Yuan-Hai Shao, Wei-Jie Chen +2
Recent advances show that two-dimensional linear discriminant analysis (2DLDA) is a successful matrix based dimensionality reduction method. However, 2DLDA may encounter the singul…