The Local Rademacher Complexity of Lp-Norm Multiple Kernel Learning

Marius Kloft, Gilles Blanchard

We derive an upper bound on the local Rademacher complexity of ${\ell }_p$-norm multiple kernel learning, which yields a tighter excess risk bound than global approaches. Previous loc…