Multilabel prediction via cross-view search

• Main Authors: Shen, Xiaobo, Liu, Weiwei, Tsang, Ivor W., Sun, Quan-Sen, Ong, Yew-Soon
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2020
• Subjects: Engineering::Computer science and engineering; Classification; Cross View
• Online Access: https://hdl.handle.net/10356/139886
• Institution: Nanyang Technological University

Embedding methods have shown promising performance in multilabel prediction, as they are able to discover the label dependence. However, most methods ignore the correlations between the input and output, such that their learned embeddings are not well aligned, which leads to degradation in predictio...