Distributed multi-task classification : a decentralized online learning approach

• Main Authors: Zhang, Chi, Zhao, Peilin, Hao, Shuji, Soh, Yeng Chai, Lee, Bu Sung, Miao, Chunyan, Hoi, Steven C. H.
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2019
• Subjects: Decentralized Distributed Learning; Multi-task Learning; Engineering::Electrical and electronic engineering
• Online Access: https://hdl.handle.net/10356/82962; http://hdl.handle.net/10220/49099
• Institution: Nanyang Technological University

Although dispersing one single task to distributed learning nodes has been intensively studied by the previous research, multi-task learning on distributed networks is still an area that has not been fully exploited, especially under decentralized settings. The challenge lies in the fact that differ...