Online multiple kernel classification

• Main Authors: Jin, Rong., Zhao, Peilin., Yang, Tianbao., Hoi, Steven C. H.
• Other Authors: School of Computer Engineering
• Format: Article
• Language: English
• Published: 2013
• Subjects: DRNTU::Engineering::Computer science and engineering
• Online Access: https://hdl.handle.net/10356/84500; http://hdl.handle.net/10220/17285
• Institution: Nanyang Technological University

Although both online learning and kernel learning have been studied extensively in machine learning, there is limited effort in addressing the intersecting research problems of these two important topics. As an attempt to fill the gap, we address a new research problem, termed Online Multiple Kernel...