Sara A. van de Geer

Publication Activity (10 Years)

Years Active: 1991-2021
Publications (10 Years): 11

Top Topics

Regression Problems

Top Venues

IEEE Trans. Inf. Theory

J. Mach. Learn. Res.

SIAM/ASA J. Uncertain. Quantification

Publications

Geoffrey Chinot, Felix Kuchelmeister, Matthias Löffler, Sara A. van de Geer
AdaBoost and robust one-bit compressed sensing. CoRR (2021)
Jana Janková, Sara A. van de Geer
De-Biased Sparse PCA: Inference for Eigenstructure of Large Covariance Matrices. IEEE Trans. Inf. Theory 67 (4) (2021)
Richard Nickl, Sara A. van de Geer, Sven Wang
Convergence Rates for Penalized Least Squares Estimators in PDE Constrained Regression Problems. SIAM/ASA J. Uncertain. Quantification 8 (1) (2020)
Geoffrey Chinot, Matthias Löffler, Sara A. van de Geer
-norm interpolation via basis pursuit is robust to errors. CoRR (2020)
Peter Hinz, Sara A. van de Geer
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 65 (11) (2019)
Andreas Elsener, Sara A. van de Geer
Sharp Oracle Inequalities for Stationary Points of Nonconvex Penalized M-Estimators. IEEE Trans. Inf. Theory 65 (3) (2019)
Benjamin Stucky, Sara A. van de Geer
Asymptotic Confidence Regions for High-Dimensional Structured Sparsity. IEEE Trans. Signal Process. 66 (8) (2018)
Sara A. van de Geer
On Tight Bounds for the Lasso. J. Mach. Learn. Res. 19 (2018)
Peter Hinz, Sara A. van de Geer
A Framework for the construction of upper bounds on the number of affine linear regions of ReLU feed-forward neural networks. CoRR (2018)
Benjamin Stucky, Sara A. van de Geer
Sharp Oracle Inequalities for Square Root Regularization. J. Mach. Learn. Res. 18 (2017)
Sara A. van de Geer
Worst possible sub-directions in high-dimensional models. J. Multivar. Anal. 146 (2016)
Lutz Dümbgen, Sara A. van de Geer, Mark Veraar, Jon A. Wellner
Nemirovski's Inequalities Revisited. Am. Math. Mon. 117 (2) (2010)
Karim Lounici, Massimiliano Pontil, Alexandre B. Tsybakov, Sara A. van de Geer
Taking Advantage of Sparsity in Multi-Task Learning. COLT (2009)
Leila Mohammadi, Sara A. van de Geer
Asymptotics in Empirical Risk Minimization. J. Mach. Learn. Res. 6 (2005)
Jelle J. Goeman, Sara A. van de Geer, Floor de Kort, Hans C. van Houwelingen
A global test for groups of genes: testing association with a clinical outcome. Bioinform. 20 (1) (2004)
Sara A. van de Geer
Asymptotic theory for maximum likelihood in nonparametric mixture models. Comput. Stat. Data Anal. 41 (3-4) (2003)
Alberto Marchetti-Spaccamela, Wan Soo Rhee, Leen Stougie, Sara A. van de Geer
Probabilistic analysis of the minimum weighted flowtime scheduling problem. Oper. Res. Lett. 11 (2) (1992)
Sara A. van de Geer, Leen Stougie
On rates of convergence and asymptotic normality in the multiknapsack problem. Math. Program. 51 (1991)