no code implementations • 17 Feb 2023 • Fu Lele, Zhang Lei, Wang Tong, Chen Chuan, Zhang Chuanfu, Zheng Zibin
In this paper, we propose a novel model based on information theory termed Informative Multi-View Clustering (IMVC), which extracts the common and view-specific information hidden in multi-view data and constructs a clustering-oriented comprehensive representation.
no code implementations • 13 Oct 2022 • Fu Lele, Zhang Lei, Yang Jinghua, Chen Chuan, Zhang Chuanfu, Zheng Zibin
Most multi-view clustering methods are limited by shallow models without sound nonlinear information perception capability, or fail to effectively exploit complementary information hidden in different views.