Xu, Ning and Hong, Jian and Fisher, Timothy (2016): Model selection consistency from the perspective of generalization ability and VC theory with an application to Lasso.
Xu, Ning and Hong, Jian and Fisher, Timothy (2016): Finite-sample and asymptotic analysis of generalization ability with an application to penalized regression.
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