Revised online learning with kernels for classification and regression

• المؤلفون الرئيسيون: LI, Guoqi, RAMANATHAN, Kiruthika, SHI, Luping
• التنسيق: text
• اللغة: English
• منشور في: Institutional Knowledge at Singapore Management University 2013
• الموضوعات: Databases and Information Systems
• الوصول للمادة أونلاين: https://ink.library.smu.edu.sg/sis_research/7431
• المؤسسة: Singapore Management University

Revised algorithm for online learning with kernels (OLK) in classification and regression is proposed in a reproducing kernel hilbert space (RKHS). Compared with the original OLK, the revised algorithm allows that the new data points arrive either one by one or two by two