Mathematics – Statistics Theory
Scientist
Mathematics
Statistics Theory
Scientist
High-dimensional generalized linear models and the lasso
New Concentration Inequalities for Suprema of Empirical Processes
On non-asymptotic bounds for estimation in generalized linear models with highly correlated design
On the conditions used to prove oracle results for the Lasso
Square Root Penalty: Adaptation to the Margin in Classification and in Edge Estimation
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