4. Mathematics
  5. Statistics Theory

Marten Wegkamp

Mathematics – Statistics Theory

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Aggregation for Regression Learning

Mathematics – Statistics Theory
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An asymptotic total variation test for copulas

Mathematics – Statistics Theory
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Complexity regularization via localized random penalties

Mathematics – Statistics Theory
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Joint variable and rank selection for parsimonious estimation of high dimensional matrices

Mathematics – Statistics Theory
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Lasso type classifiers with a reject option

Statistics – Machine Learning
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