Lifeng Wang

MULTI-CATEGORY SUPPORT VECTOR MACHINES, FEATURE SELECTION AND SOLUTION PATH

Xiaotong Shen, Lifeng Wang, 2006 .

On L1-Norm Multiclass Support Vector Machines

Xiaotong Shen, Lifeng Wang, 2007 .

Variable Selection in Nonparametric Varying-Coefficient Models for Analysis of Repeated Measurements

Jianhua Z. Huang, Lifeng Wang, Hongzhe Li, 2008, Journal of the American Statistical Association.

Discussion of ``2004 IMS Medallion Lecture: Local Rademacher complexities and oracle inequalities in risk minimization'' by V. Koltchinskii

Xiaotong Shen, G. Lugosi, N. Vayatis, 2007, 0708.0121.

On L_1-Norm Multi-class Support Vector Machines

Lifeng Wang, Yuan F. Zheng, Xiaotong Shen, 2006, 2006 5th International Conference on Machine Learning and Applications (ICMLA'06).

Generalization error for multi-class margin classification

Lifeng Wang, Xiaotong Shen, Xiaotong Shen, 2007, 0708.3556.

Sparse supervised dimension reduction in high dimensional classification

Junhui Wang, Junhui Wang, Lifeng Wang, 2010 .