Ugo Louche

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Cutting-plane methods are well-studied localization (and optimization) algorithms. We show that they provide a natural framework to perform machine learning -and not just to solve optimization problems posed by machine learning- in addition to their intended optimization use. In particular, they allow one to learn sparse classifiers and provide good(More)
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