4. Mathematics
  5. Statistics Theory

Mohamed Hebiri

Mathematics – Statistics Theory

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How Correlations Influence Lasso Prediction

Mathematics – Statistics Theory
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Regularization with the Smooth-Lasso procedure

Mathematics – Statistics Theory
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Sparse Conformal Predictors

Mathematics – Statistics Theory
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The Smooth-Lasso and other $\ell_1+\ell_2$-penalized methods

Mathematics – Statistics Theory
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Transductive versions of the LASSO and the Dantzig Selector

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