Smooth representation learning from multi-view data

Shudong Huang, Yixi Liu, Hecheng Cai, Yuze Tan, Chenwei Tang, Jiancheng Lv

Abstract: Highlights•We propose multiview clustering model to maintain graph geometry via graph filtering.•We devise an efficient alternating algorithm to solve the optimization problem.•Extensive experiments demonstrate the versatility and superiority of our model.