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      Cover image for Statistical Learning Theory and Stochastic Optimization: Ecole d'Ete de Probabilites de Saint-Flour XXXI - 2001
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      Statistical Learning Theory and Stochastic Optimization: Ecole d'Ete de Probabilites de Saint-Flour XXXI - 2001

      Olivier Catoni

      Statistical learning theory is aimed at analyzing complex data with necessarily approximate models. The author focuses on non-asymptotic bounds of the statistical risk, allowing one to choose adaptively between rich…

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