A survey on representation learning for multi-view data

Yalan Qin, Xinpeng Zhang, Shui Yu, Guorui Feng

Abstract: Highlights•We comprehensively consider multi-view clustering, self-supervised multi-view clustering and incomplete multi-view clustering in this survey.•We provide the detailed statements of these above three aspects for research in this survey, which consist of the adopted multi-view datasets.•Apart from the review on the multi-view clustering studies, we also give some open problems for discussion to achieve further advancement of multi-view clustering.