Learning rates for partially linear support vector machine in high dimensions

Yifan Xia, Yongchao Hou, Shaogao Lv

This paper analyzes a new regularized learning scheme for high dimensional partially linear support vector machine. The proposed approach consists of an empirical risk and the Lass…