Heterogeneous multitask metric learning across multiple domains

• Main Authors: Luo, Yong, Wen, Yonggang, Tao, Dacheng
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2020
• Subjects: Engineering::Computer science and engineering; Distance Metric Learning (DML); Heterogeneous Domain
• Online Access: https://hdl.handle.net/10356/139878
• Institution: Nanyang Technological University

Distance metric learning plays a crucial role in diverse machine learning algorithms and applications. When the labeled information in a target domain is limited, transfer metric learning (TML) helps to learn the metric by leveraging the sufficient information from other related domains. Multitask m...