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ORCIDSara A. van de Geer
Person information
- affiliation: ETH Zurich, Seminar for Statistics
- affiliation: University of Leiden, Mathematical Institute
- affiliation: CWI Amsterdam
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Journal Articles
- 2021
[j14]Jana Janková
, Sara A. van de Geer:
De-Biased Sparse PCA: Inference for Eigenstructure of Large Covariance Matrices. IEEE Trans. Inf. Theory 67(4): 2507-2527 (2021)- 2020
- [j13]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): 374-413 (2020) - 2019
- [j12]Andreas Elsener, Sara A. van de Geer:
Sharp Oracle Inequalities for Stationary Points of Nonconvex Penalized M-Estimators. IEEE Trans. Inf. Theory 65(3): 1452-1472 (2019) - [j11]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): 7304-7324 (2019) - 2018
- [j10]Sara A. van de Geer:
On Tight Bounds for the Lasso. J. Mach. Learn. Res. 19: 46:1-46:48 (2018) - [j9]Benjamin Stucky, Sara A. van de Geer:
Asymptotic Confidence Regions for High-Dimensional Structured Sparsity. IEEE Trans. Signal Process. 66(8): 2178-2190 (2018) - 2017
- [j8]Benjamin Stucky, Sara A. van de Geer:
Sharp Oracle Inequalities for Square Root Regularization. J. Mach. Learn. Res. 18: 67:1-67:29 (2017) - 2016
- [j7]Sara A. van de Geer:
Worst possible sub-directions in high-dimensional models. J. Multivar. Anal. 146: 248-260 (2016) - 2010
- [j6]Lutz Dümbgen, Sara A. van de Geer, Mark Veraar, Jon A. Wellner:
Nemirovski's Inequalities Revisited. Am. Math. Mon. 117(2): 138-160 (2010) - 2005
- [j5]Leila Mohammadi, Sara A. van de Geer:
Asymptotics in Empirical Risk Minimization. J. Mach. Learn. Res. 6: 2027-2047 (2005) - 2004
- [j4]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): 93-99 (2004) - 2003
- [j3]Sara A. van de Geer:
Asymptotic theory for maximum likelihood in nonparametric mixture models. Comput. Stat. Data Anal. 41(3-4): 453-464 (2003) - 1992
- [j2]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): 67-71 (1992) - 1991
- [j1]Sara A. van de Geer, Leen Stougie:
On rates of convergence and asymptotic normality in the multiknapsack problem. Math. Program. 51: 349-358 (1991)
Conference and Workshop Papers
- 2009
- [c1]Karim Lounici, Massimiliano Pontil, Alexandre B. Tsybakov, Sara A. van de Geer:
Taking Advantage of Sparsity in Multi-Task Learning. COLT 2009
Reference Works
- 2011
- [r1]Sara A. van de Geer:
Estimation: An Overview. International Encyclopedia of Statistical Science 2011: 460-464
Informal and Other Publications
- 2021
- [i3]Geoffrey Chinot, Felix Kuchelmeister, Matthias Löffler, Sara A. van de Geer:
AdaBoost and robust one-bit compressed sensing. CoRR abs/2105.02083 (2021) - 2020
- [i2]Geoffrey Chinot, Matthias Löffler, Sara A. van de Geer:
Minimum 𝓁1-norm interpolation via basis pursuit is robust to errors. CoRR abs/2012.00807 (2020) - 2018
- [i1]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 abs/1806.01918 (2018)
Coauthor Index
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