Incomplete multiview subspace clustering based on multiple kernel low-redundant representation learning

Ao Li, Cong Feng, Yuan Cheng, Yingtao Zhang, Hailu Yang

Abstract: Highlights•Low-redundant representation learning improves quality of incomplete multiview data.•Data imputation and subspace learning are put into unified framework•Weighted low-rank constraint treats views unequally for information preservation.