4. Statistics
  5. Machine Learning

Sara van de Geer

Statistics – Machine Learning

Scientist

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Scientist

ETH, Zurich

Adaptive Lasso for High Dimensional Regression and Gaussian Graphical Modeling

Mathematics – Statistics Theory
Scientific paper

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Estimation for High-Dimensional Linear Mixed-Effects Models Using $\ell_1$-Penalization

Statistics – Methodology
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High-dimensional additive modeling

Statistics – Machine Learning
Scientific paper

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L1-Penalization for Mixture Regression Models

Statistics – Methodology
Scientific paper

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Nemirovski's Inequalities Revisited

Mathematics – Statistics Theory
Scientific paper

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