Provable Variable Selection for Streaming Features

Jing Wang, Jie Shen, Ping Li

Abstract: In large-scale machine learning applications and high-dimensional statistics, it is ubiquitous to address a considerable number of features among which many are redundant. As a remedy, online featu...