Covergence and adaptation in online kernal methods

Learning System is a method to approximate an underlying function from a finite observation data. Although the batch solution has been widely used to investigate the approximation function, it provides the disadvantage in terms of computational expensive. Online solution increases the importance as...

Full description

Bibliographic Details
Main Author: Phonphitakchai, Supawan
Published: University of Sheffield 2007
Subjects:
Online Access:http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.489392