Sara A. van de Geer

According to our database1, Sara A. van de Geer authored at least 14 papers between 1991 and 2019.

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Bibliography

2019
A Framework for the Construction of Upper Bounds on the Number of Affine Linear Regions of ReLU Feed-Forward Neural Networks.
IEEE Trans. Information Theory, 2019

Sharp Oracle Inequalities for Stationary Points of Nonconvex Penalized M-Estimators.
IEEE Trans. Information Theory, 2019

2018
Asymptotic Confidence Regions for High-Dimensional Structured Sparsity.
IEEE Trans. Signal Processing, 2018

On Tight Bounds for the Lasso.
J. Mach. Learn. Res., 2018

2017
Sharp Oracle Inequalities for Square Root Regularization.
J. Mach. Learn. Res., 2017

2016
Worst possible sub-directions in high-dimensional models.
J. Multivar. Anal., 2016

2011
Estimation: An Overview.
Proceedings of the International Encyclopedia of Statistical Science, 2011

2010
Nemirovski's Inequalities Revisited.
The American Mathematical Monthly, 2010

2009
Taking Advantage of Sparsity in Multi-Task Learning.
Proceedings of the COLT 2009, 2009

2005
Asymptotics in Empirical Risk Minimization.
J. Mach. Learn. Res., 2005

2004
A global test for groups of genes: testing association with a clinical outcome.
Bioinformatics, 2004

2003
Asymptotic theory for maximum likelihood in nonparametric mixture models.
Comput. Stat. Data Anal., 2003

1992
Probabilistic analysis of the minimum weighted flowtime scheduling problem.
Oper. Res. Lett., 1992

1991
On rates of convergence and asymptotic normality in the multiknapsack problem.
Math. Program., 1991


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