Flexible multi-view semi-supervised learning with unified graph

• Published in: Neural networks Vol. 142; pp. 92 - 104
• Main Authors: Li, Zhongheng, Qiang, Qianyao, Zhang, Bin, Wang, Fei, Nie, Feiping
• Format: Journal Article
• Language: English
• Published: United States Elsevier Ltd 01.10.2021
• Subjects: Multi-view combination; Multi-view semi-supervised learning; Regression residual term; Unified pattern; Regression residual term; Multi-view combination; Multi-view semi-supervised learning; Unified pattern

At present, the diversity of data acquisition boosts the growth of multi-view data and the lack of label information. Since manually labeling is expensive and impractical, it is practical to enhance learning performance with a small amount of labeled data and a large amount of unlabeled data. In thi...