Charles A. Micchelli | DeepAI

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Massimiliano Pontil
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Yuesheng Xu
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Luca Baldassarre
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Lixin Shen
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Andreas Argyriou
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Jean M. Morales
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research

∙ 03/25/2013

On Sparsity Inducing Regularization Methods for Machine Learning

During the past years there has been an explosion of interest in learnin...

0 Andreas Argyriou, et al. ∙

research

∙ 04/07/2011

Efficient First Order Methods for Linear Composite Regularizers

A wide class of regularization problems in machine learning and statisti...

0 Andreas Argyriou, et al. ∙

research

∙ 10/04/2010

Regularizers for Structured Sparsity

We study the problem of learning a sparse linear regression vector under...

0 Charles A. Micchelli, et al. ∙