Localized Multiple Kernel Learning - A Convex Approach

Yunwen Lei, Alexander Binder, Ürün Dogan, Marius Kloft

Abstract: We propose a localized approach to multiple kernel learning that can be formulated as a convex optimization problem over a given cluster structure. For which we obtain generalization error guarante...