Ultrahigh Dimensional Feature Selection via Kernel Canonical Correlation Analysis

Tianqi Liu, Kuang-Yao Lee, Hongyu Zhao

High-dimensional variable selection is an important issue in many scientific fields, such as genomics. In this paper, we develop a sure independence feature screening pro- cedure b…