Kernel based online learning

• Main Author: Zhao, Peilin
• Other Authors: Hoi Chu Hong
• Format: Theses and Dissertations
• Language: English
• Published: 2013
• Subjects: DRNTU::Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• Online Access: https://hdl.handle.net/10356/54684
• Institution: Nanyang Technological University

Kernel Based Online Learning (KBOL) is an important branch of online learning in machine learning, in which the objective is to optimize the online predictive performance, typically measured by classification accuracy. It enjoys many advantages when solving real-world large-scale applications, such...