Lugosi, Gábor; Nobel, Andrew B. - Department of Economics and Business, Universitat … - 1998
possess near optimal rates of convergence, when each model class has an infinite VC or pseudo dimension. For regression … estimation with squared loss we modify our estimate to achieve a faster rate of convergence. …