Simultaneous Robust Matching Pursuit for Multi-view Learning

Yulong Wang, Kit Ian Kou, Hong Chen, Yuan Yan Tang, Luoqing Li

Abstract: Highlights•We propose a simultaneous robust matching pursuit (SRMP) method.•We devise an efficient half-quadratic optimization algorithm for SRMP.•We put forward a SRMP based multi-view subspace clustering approach.•A SRMP based classifier is developed for multi-view pattern classification.