Theory and Applications of Kernel Space
Jul 11, 2007 13306 views 
;Basics of kernel definitions and theory are first given.\\Then 3 algorithms are described with an explicit reference to the representer theorem: : Support vector Mahcines, : Support Vector Regression and : Kernel Principal Components Analysis. The last course is devoted to examples of kernel design (Mahalanobis kernles and Fisher kernels)
