Sankaran Raman

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This paper 1 presents novel algorithms and applications for a particular class of mixed-norm reg-ularization based Multiple Kernel Learning (MKL) formulations. The formulations assume that the given kernels are grouped and employ l 1 norm regularization for promoting sparsity within RKHS norms of each group and l s , s ≥ 2 norm regularization for promoting(More)
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