Variable Sparsity Kernel Learning
Published in Journal of Machine Learning Research • Feb 1, 2011
Authors:,,
Jonathan Aflalo
Aharon Ben‐Tal
Chiranjib Bhattacharyya
Abstract
This paper presents novel algorithms and applications for a particular class of mixed-norm regularization based Multiple Kernel Learning (MKL) formulations. The formulations assume that the given kernels are grouped and employ l1 norm regularization for promoting sparsity within RKHS norms of each g...
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