Sara A. van de Geer

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

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2021

De-Biased Sparse PCA: Inference for Eigenstructure of Large Covariance Matrices.

Jana Janková, Sara A. van de Geer

IEEE Trans. Inf. Theory, 2021

AdaBoost and robust one-bit compressed sensing.

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.

Richard Nickl, Sara A. van de Geer, Sven Wang

SIAM/ASA J. Uncertain. Quantification, 2020

Minimum 𝓁₁-norm interpolation via basis pursuit is robust to errors.

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.

Peter Hinz, Sara A. van de Geer

IEEE Trans. Inf. Theory, 2019

Sharp Oracle Inequalities for Stationary Points of Nonconvex Penalized M-Estimators.

Andreas Elsener, Sara A. van de Geer

IEEE Trans. Inf. Theory, 2019

2018

Asymptotic Confidence Regions for High-Dimensional Structured Sparsity.

Benjamin Stucky, Sara A. van de Geer

IEEE Trans. Signal Process., 2018

On Tight Bounds for the Lasso.

Sara A. van de Geer

J. Mach. Learn. Res., 2018

2017

Sharp Oracle Inequalities for Square Root Regularization.

Benjamin Stucky, Sara A. van de Geer

J. Mach. Learn. Res., 2017

2016

Worst possible sub-directions in high-dimensional models.

Sara A. van de Geer

J. Multivar. Anal., 2016

2011

Estimation: An Overview.

Sara A. van de Geer

Proceedings of the International Encyclopedia of Statistical Science, 2011

2010

Nemirovski's Inequalities Revisited.

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.

Karim Lounici, Massimiliano Pontil, Alexandre B. Tsybakov, Sara A. van de Geer

Proceedings of the COLT 2009, 2009

2005

Asymptotics in Empirical Risk Minimization.

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.

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.

Sara A. van de Geer

Comput. Stat. Data Anal., 2003

1992

Probabilistic analysis of the minimum weighted flowtime scheduling problem.

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.

Sara A. van de Geer, Leen Stougie

Math. Program., 1991