Sara A. van de Geer

Affiliations:
  • ETH Zurich, Seminar for Statistics
  • University of Leiden, Mathematical Institute
  • CWI Amsterdam


According to our database1, Sara A. van de Geer authored at least 18 papers between 1991 and 2021.

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Bibliography

2021
De-Biased Sparse PCA: Inference for Eigenstructure of Large Covariance Matrices.
IEEE Trans. Inf. Theory, 2021

AdaBoost and robust one-bit compressed sensing.
CoRR, 2021

2020
Convergence Rates for Penalized Least Squares Estimators in PDE Constrained Regression Problems.
SIAM/ASA J. Uncertain. Quantification, 2020

Minimum 𝓁<sub>1</sub>-norm interpolation via basis pursuit is robust to errors.
CoRR, 2020

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

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

2018
Asymptotic Confidence Regions for High-Dimensional Structured Sparsity.
IEEE Trans. Signal Process., 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.
Am. Math. Mon., 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.
Bioinform., 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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