Sparsity in online multitask/multiview learning
published: May 6, 2009, recorded: April 2009, views: 3195
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Multitask and multiview learning is an interesting case for the study of interacting learning systems. In this talk we describe results in the multitask/multiview domain where co-regularization is achieved by imposing sparsity constraints of geometrical and spectral nature in an online learning framework.
Joint work with Giovanni Cavallanti and Claudio Gentile.
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