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Sara A. van de Geer

Orcid: 0000-0001-7181-2872

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.

Collaborative distances:

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Online presence:

On csauthors.net:

Bibliography

2021
De-Biased Sparse PCA: Inference for Eigenstructure of Large Covariance Matrices.
[BibTeX]
[DOI]
Jana Janková
,
Sara A. van de Geer
IEEE Trans. Inf. Theory, 2021

AdaBoost and robust one-bit compressed sensing.
[BibTeX]
[DOI]
Geoffrey Chinot
,
Felix Kuchelmeister
,
Matthias Löffler
,
Sara A. van de Geer
CoRR, 2021

2020
Convergence Rates for Penalized Least Squares Estimators in PDE Constrained Regression Problems.
[BibTeX]
[DOI]
Richard Nickl
,
Sara A. van de Geer
,
Sven Wang
SIAM/ASA J. Uncertain. Quantification, 2020

Minimum 𝓁<sub>1</sub>-norm interpolation via basis pursuit is robust to errors.
[BibTeX]
[DOI]
Geoffrey Chinot
,
Matthias Löffler
,
Sara A. van de Geer
CoRR, 2020

2019
A Framework for the Construction of Upper Bounds on the Number of Affine Linear Regions of ReLU Feed-Forward Neural Networks.
[BibTeX]
[DOI]
Peter Hinz
,
Sara A. van de Geer
IEEE Trans. Inf. Theory, 2019

Sharp Oracle Inequalities for Stationary Points of Nonconvex Penalized M-Estimators.
[BibTeX]
[DOI]
Andreas Elsener
,
Sara A. van de Geer
IEEE Trans. Inf. Theory, 2019

2018
Asymptotic Confidence Regions for High-Dimensional Structured Sparsity.
[BibTeX]
[DOI]
Benjamin Stucky
,
Sara A. van de Geer
IEEE Trans. Signal Process., 2018

On Tight Bounds for the Lasso.
[BibTeX]
[DOI]
Sara A. van de Geer
J. Mach. Learn. Res., 2018

2017
Sharp Oracle Inequalities for Square Root Regularization.
[BibTeX]
[DOI]
Benjamin Stucky
,
Sara A. van de Geer
J. Mach. Learn. Res., 2017

2016
Worst possible sub-directions in high-dimensional models.
[BibTeX]
[DOI]
Sara A. van de Geer
J. Multivar. Anal., 2016

2011
Estimation: An Overview.
[BibTeX]
[DOI]
Sara A. van de Geer
Proceedings of the International Encyclopedia of Statistical Science, 2011

2010
Nemirovski's Inequalities Revisited.
[BibTeX]
[DOI]
Lutz Dümbgen
,
Sara A. van de Geer
,
Mark Veraar
,
Jon A. Wellner
Am. Math. Mon., 2010

2009
Taking Advantage of Sparsity in Multi-Task Learning.
[BibTeX]
[DOI]
Karim Lounici
,
Massimiliano Pontil
,
Alexandre B. Tsybakov
,
Sara A. van de Geer
Proceedings of the COLT 2009, 2009

2005
Asymptotics in Empirical Risk Minimization.
[BibTeX]
[DOI]
Leila Mohammadi
,
Sara A. van de Geer
J. Mach. Learn. Res., 2005

2004
A global test for groups of genes: testing association with a clinical outcome.
[BibTeX]
[DOI]
Jelle J. Goeman
,
Sara A. van de Geer
,
Floor de Kort
,
Hans C. van Houwelingen
Bioinform., 2004

2003
Asymptotic theory for maximum likelihood in nonparametric mixture models.
[BibTeX]
[DOI]
Sara A. van de Geer
Comput. Stat. Data Anal., 2003

1992
Probabilistic analysis of the minimum weighted flowtime scheduling problem.
[BibTeX]
[DOI]
Alberto Marchetti-Spaccamela
,
Wan Soo Rhee
,
Leen Stougie
,
Sara A. van de Geer
Oper. Res. Lett., 1992

1991
On rates of convergence and asymptotic normality in the multiknapsack problem.
[BibTeX]
[DOI]
Sara A. van de Geer
,
Leen Stougie
Math. Program., 1991


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