Sparsity in online multitask/multiview learning

author: Nicolò Cesa-Bianchi, University of Milan
published: May 6, 2009,   recorded: April 2009,   views: 182

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Description

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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