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New Concentration Inequalities for Suprema of Empirical Processes
Johannes Lederer, and Sara van de Geer (2011)
to c3 by for916 on Dec 2, 2011, 11:06 AM
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The Bernstein-Orlicz norm and deviation inequalities
Sara van de Geer, and Johannes Lederer (2011)
to c3 by for916 on Dec 2, 2011, 10:50 AM
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l1-Penalization for Mixture Regression Models with discussion
Nicolas Städler, Peter Bühlmann, and Sara van de Geer TEST 19(2):209-285 (2010)
to C1 C3 by for916 on Oct 12, 2010, 11:44 AM
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The Lasso with within group structure
Sara van de Geer Nonparametrics and Robustness in Modern Statistical Inference and Time Series Analysis: A Festschrift in honor of Professor Jana Jurecková, (2010)
to C3 by for916 on Oct 11, 2010, 7:08 PM
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Nemirovski's Inequalities Revisited
Lutz Dümbgen, Sara van de Geer, Mark C. Veraar, and Jon A. Wellner American Mathematical Monthly (2010)
to C3 C4 by for916 on Oct 5, 2010, 4:50 PM
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Taking Advantage of Sparsity in Multi-Task Learning
Karim Lounici, Massimiliano Pontil, Alexandre B. Tsybakov, and Sara van de Geer Proceedings of the 22nd Conference on Information Theory, page 73--82. (June 2009)
to C3 by for916 and 1 other user on Oct 5, 2010, 10:25 AM
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A Statistical Framework for Differential Privacy
Larry Wasserman, and Shuheng Zhou JASA 105(489):375-389 (2009)
to C3 by for916 and 1 other user on Oct 4, 2010, 7:23 PM
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Thresholding Procedures for High Dimensional Variable Selection and Statistical Estimation
Shuheng Zhou Advances in Neural Information Processing Systems, 22, page 2304--2312. (April 2009)
to C3 by for916 and 1 other user on Sep 29, 2010, 5:02 PM
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Prediction and variable selection with the adaptive Lasso
Sara van de Geer, Peter Bühlmann, and Shuheng Zhou (2010)
to C1 C3 by for916 on Sep 29, 2010, 4:57 PM
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The Smooth-Lasso and other l1 + l2-penalized methods
Mohamed Hebiri, and Sara van de Geer Electron. J. Statist. (2011)
to C3 by for916 on Apr 23, 2010, 7:47 PM
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On the conditions used to prove oracle results for the Lasso
Sara A. van de Geer, and Peter Bühlmann Electron. J. Statist. (2009)
to C1 C3 by for916 on Mar 10, 2010, 4:01 PM
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General oracle inequalities for model selection
Charles Mitchell, and Sara van de Geer Electron. J. Statist. (2008)
to C3 by for916 on Mar 10, 2010, 3:55 PM
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High-Dimensional Additive Modeling
Lukas Meier, Sara van de Geer, and Peter Bühlmann Ann. Statist. 37(6B):3779-3821 (2009)
to C1 C3 by for916 on Mar 10, 2010, 3:51 PM
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Estimation for High-Dimensional Linear Mixed-Effects Models Using l1-Penalization
Jürg Schelldorfer, Peter Bühlmann, and Sara A. van de Geer Scand. J. Stat. (2011)
to C1 C3 by for916 on Mar 9, 2010, 6:02 PM
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Restricted Eigenvalue Conditions on Subgaussian Random Matrices
Shuheng Zhou (2009)
to C3 by for916 on Mar 9, 2010, 6:02 PM
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Thresholded Lasso for high dimensional variable selection and statistical estimation
Shuheng Zhou (2010)
to C3 by for916 on Mar 9, 2010, 6:02 PM
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