On Sparsity Inducing Regularization Methods for Machine Learning

Andreas Argyriou, Luca Baldassarre, Charles A. Micchelli +1

During the past years there has been an explosion of interest in learning methods based on sparsity regularization. In this paper, we discuss a general class of such methods, in wh…