Edit Profile (opens in new tab) Van de Geer, Sara Anna Co-Author Distance Author ID: van-de-geer.sara-a Published as: van de Geer, Sara; Van de Geer, Sara; van de Geer, Sara A.; Van De Geer, Sara; van de Geer, S. A.; Van de Geer, Sara A.; Van De Geer, Sara A.; De Geer, Sara van; van de Geer, S. more...less Homepage: http://stat.ethz.ch/~vsara/ External Links: MGP · Wikidata · ResearchGate · GND · IdRef · theses.fr Documents Indexed: 108 Publications since 1987, including 6 Books and 7 Additional arXiv Preprints 5 Contributions as Editor Co-Authors: 58 Co-Authors with 82 Joint Publications 1,565 Co-Co-Authors all top 5 Co-Authors 31 single-authored 15 Bühlmann, Peter 6 Nickl, Richard 6 Ortelli, Francesco 5 Janková, Jana 5 Kolchinskiĭ, Vladimir I’ich 4 Müller, Patric 4 Wellner, Jon August 3 Elsener, Andreas 3 Lederer, Johannes 3 Mammen, Enno 3 Meier, Lukas 3 Muro, Alan 3 Stucky, Benjamin 3 Tsybakov, Alexandre B. 2 Chinot, Geoffrey 2 Goeman, Jelle J. 2 Hinz, Peter 2 Kuchelmeister, Felix 2 Löffler, Matthias 2 Reiß, Markus 2 Rütimann, Philipp 2 Städler, Nicolas 2 Stougie, Leen 2 Tarigan, Bernadetta 2 Wainwright, Martin J. 2 Wegkamp, Marten H. 2 Zhang, Cun-Hui 1 Baatenburg de Jong, R. J. 1 Bartlett, Peter L. 1 Belitser, Eduard 1 Deheuvels, Paul 1 del Barrio, Eustasio 1 Dezeure, Ruben 1 Dümbgen, Lutz 1 Györfi, László 1 Haccou, Patsy 1 Hebiri, Mohamed 1 Klaassen, Chris A. J. 1 Le Cessie, Saskia 1 Linton, Oliver Bruce 1 Loubes, Jean-Michel 1 Lounici, Karim 1 Lugosi, Gábor 1 Maathuis, Marloes H. 1 Marchetti-Spaccamela, Alberto 1 Meelis, Evert 1 Mitchell, Charles 1 Mohammadi, Leila 1 Nielsen, Jens Perch 1 Pontil, Massimiliano 1 Rhee, Wansoo T. 1 Ritov, Ya’acov 1 Schelldorfer, Jürg 1 Steinwart, Ingo 1 van Houwelingen, Hans C. 1 van Zwet, Willem Rutger 1 Veraar, Mark C. 1 Wang, Sven 1 Zhou, Shuheng all top 5 Serials 21 The Annals of Statistics 10 Electronic Journal of Statistics 8 Journal of Statistical Planning and Inference 5 Journal of Machine Learning Research (JMLR) 4 Test 4 Oberwolfach Reports 3 IEEE Transactions on Information Theory 3 Scandinavian Journal of Statistics 3 Statistica Neerlandica 3 Stochastic Processes and their Applications 2 Mathematical Methods of Statistics 2 Bernoulli 2 Journal of the Royal Statistical Society. Series B. Statistical Methodology 2 Cambridge Series in Statistical and Probabilistic Mathematics 2 Sankhyā. Series A 2 Mathematical Statistics and Learning 1 American Mathematical Monthly 1 Zeitschrift für Angewandte Mathematik und Mechanik (ZAMM) 1 Journal of Multivariate Analysis 1 Statistics & Probability Letters 1 Operations Research Letters 1 Probability Theory and Related Fields 1 Statistical Science 1 IEEE Transactions on Signal Processing 1 Computational Statistics and Data Analysis 1 Mathematical Programming. Series A. Series B 1 Journal of Nonparametric Statistics 1 European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics 1 Butlletí de la Societat Catalana de Matemàtiques 1 CWI Tracts 1 Lecture Notes in Mathematics 1 Information and Inference 1 Springer Series in Statistics 1 SIAM/ASA Journal on Uncertainty Quantification 1 Transactions of A. Razmadze Mathematical Institute 1 EMS Series of Lectures in Mathematics all top 5 Fields 97 Statistics (62-XX) 23 Probability theory and stochastic processes (60-XX) 6 Computer science (68-XX) 5 History and biography (01-XX) 5 Numerical analysis (65-XX) 4 General and overarching topics; collections (00-XX) 4 Operations research, mathematical programming (90-XX) 4 Information and communication theory, circuits (94-XX) 2 Combinatorics (05-XX) 1 Partial differential equations (35-XX) 1 Approximations and expansions (41-XX) 1 Integral equations (45-XX) 1 Manifolds and cell complexes (57-XX) 1 Systems theory; control (93-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 93 Publications have been cited 3,358 times in 2,319 Documents Cited by ▼ Year ▼ Statistics for high-dimensional data. Methods, theory and applications. Zbl 1273.62015 Bühlmann, Peter; van de Geer, Sara 564 2011 On asymptotically optimal confidence regions and tests for high-dimensional models. Zbl 1305.62259 van de Geer, Sara; Bühlmann, Peter; Ritov, Ya’acov; Dezeure, Ruben 313 2014 The group Lasso for logistic regression. Zbl 1400.62276 Meier, Lukas; van de Geer, Sara; Bühlmann, Peter 258 2008 High-dimensional generalized linear models and the lasso. Zbl 1138.62323 van de Geer, Sara A. 187 2008 On the conditions used to prove oracle results for the Lasso. Zbl 1327.62425 van de Geer, Sara A.; Bühlmann, Peter 184 2009 Applications of empirical process theory. Zbl 0953.62049 Van de Geer, Sara A. 166 2000 High-dimensional additive modeling. Zbl 1360.62186 Meier, Lukas; van de Geer, Sara; Bühlmann, Peter 144 2009 Empirical processes in M-estimation. Reprint of the 2000 hardback ed. Zbl 1179.62073 van de Geer, Sara A. 135 2010 Locally adaptive regression splines. Zbl 0871.62040 Mammen, Enno; van de Geer, Sara 110 1997 Oracle inequalities and optimal inference under group sparsity. Zbl 1306.62156 Lounici, Karim; Pontil, Massimiliano; van de Geer, Sara; Tsybakov, Alexandre B. 93 2011 \(\ell_{1}\)-penalization for mixture regression models. Zbl 1203.62128 Städler, Nicolas; Bühlmann, Peter; Van de Geer, Sara 82 2010 Hellinger-consistency of certain nonparametric maximum likelihood estimators. Zbl 0779.62033 Van de Geer, Sara 70 1993 Estimating a regression function. Zbl 0709.62040 van de Geer, Sara 60 1990 Penalized quasi-likelihood estimation in partial linear models. Zbl 0906.62033 Mammen, Enno; van de Geer, Sara 58 1997 Testing against a high dimensional alternative. Zbl 1110.62002 Goeman, Jelle J.; van de Geer, Sara A.; van Houwelingen, Hans C. 55 2006 Exponential inequalities for martingales, with application to maximum likelihood estimation for counting processes. Zbl 0852.60019 van de Geer, Sara 47 1995 Confidence sets in sparse regression. Zbl 1288.62108 Nickl, Richard; Van De Geer, Sara 45 2013 Estimation for high-dimensional linear mixed-effects models using \(\ell_1\)-penalization. Zbl 1246.62161 Schelldorfer, Jürg; Bühlmann, Peter; van de Geer, Sara 41 2011 Estimation and testing under sparsity. École d’Été de Probabilités de Saint-Flour XLV – 2015. Zbl 1362.62006 Van de Geer, Sara 38 2016 The adaptive and the thresholded Lasso for potentially misspecified models (and a lower bound for the Lasso). Zbl 1274.62471 van de Geer, Sara; Bühlmann, Peter; Zhou, Shuheng 37 2011 Confidence intervals for high-dimensional inverse covariance estimation. Zbl 1328.62458 Janková, Jana; van de Geer, Sara 31 2015 \(\ell_{0}\)-penalized maximum likelihood for sparse directed acyclic graphs. Zbl 1267.62037 van de Geer, Sara; Bühlmann, Peter 31 2013 The smooth-Lasso and other \(\ell _{1}+\ell _{2}\)-penalized methods. Zbl 1274.62443 Hebiri, Mohamed; van de Geer, Sara 28 2011 Classifiers of support vector machine type with \(\ell_1\) complexity regularization. Zbl 1118.62067 Tarigan, Bernadetta; van de Geer, Sara A. 27 2006 Nemirovski’s inequalities revisited. Zbl 1213.60039 Dümbgen, Lutz; van de Geer, Sara A.; Veraar, Mark C.; Wellner, Jon A. 20 2010 A new approach to least-squares estimation, with applications. Zbl 0625.62046 van de Geer, Sara 19 1987 Square root penalty: Adaption to the margin in classification and in edge estimation. Zbl 1080.62047 Tsybakov, A. B.; van de Geer, S. A. 19 2005 Correlated variables in regression: clustering and sparse estimation. Zbl 1278.62103 Bühlmann, Peter; Rütimann, Philipp; van de Geer, Sara; Zhang, Cun-Hui 19 2013 The likelihood ratio test for the change point problem for exponentially distributed random variables. Zbl 0671.62019 Haccou, Patsy; Meelis, Evert; van de Geer, Sara 17 1987 Rates of convergence for the maximum likelihood estimator in mixture models. Zbl 0872.62039 van de Geer, Sara 17 1996 The Bernstein-Orlicz norm and deviation inequalities. Zbl 1284.60060 van de Geer, Sara; Lederer, Johannes 17 2013 Least squares estimation with complexity penalties. Zbl 1005.62043 van de Geer, Sara 16 2001 The partial linear model in high dimensions. Zbl 1364.62196 Müller, Patric; van de Geer, Sara 16 2015 Convergence rates for penalized least squares estimators in PDE constrained regression problems. Zbl 1436.62163 Nickl, Richard; van de Geer, Sara; Wang, Sven 16 2020 Robust low-rank matrix estimation. Zbl 1412.62068 Elsener, Andreas; van de Geer, Sara 16 2018 Estimating multiplicative and additive hazard functions by kernel methods. Zbl 1040.62089 Linton, Oliver B.; Nielsen, Jens Perch; van de Geer, Sara 15 2003 Lectures on empirical processes. Theory and statistical applications. Zbl 1132.62001 del Barrio, Eustasio; Deheuvels, Paul; van de Geer, Sara 15 2007 Honest confidence regions and optimality in high-dimensional precision matrix estimation. Zbl 1368.62204 Janková, Jana; Van de Geer, Sara 15 2017 High-dimensional inference in misspecified linear models. Zbl 1327.62420 Bühlmann, Peter; van de Geer, Sara 15 2015 Weakly decomposable regularization penalties and structured sparsity. Zbl 1349.62325 van de Geer, Sara 15 2014 Consistency for the least squares estimator in nonparametric regression. Zbl 0867.62027 van de Geer, Sara; Wegkamp, Marten 13 1996 On higher order isotropy conditions and lower bounds for sparse quadratic forms. Zbl 1308.62148 van de Geer, Sara; Muro, Alan 13 2014 On Hoeffding’s inequality for dependent random variables. Zbl 1027.60013 van de Geer, Sara A. 13 2002 Adaptive estimation with soft thresholding penalties. Zbl 1090.62534 Loubes, Jean-Michel; van de Geer, Sara 12 2002 The Lasso, correlated design, and improved oracle inequalities. Zbl 1327.62426 van de Geer, Sara; Lederer, Johannes 12 2013 The method of sieves and minimum contrast estimators. Zbl 0831.62029 van de Geer, S. 11 1995 M-estimation using penalties or sieves. Zbl 1030.62026 van de Geer, Sara 11 2002 New concentration inequalities for suprema of empirical processes. Zbl 1355.60026 Lederer, Johannes; Van De Geer, Sara 11 2014 Asymptotic theory for maximum likelihood in nonparametric mixture models. Zbl 1429.62117 van de Geer, Sara 11 2003 Semiparametric efficiency bounds for high-dimensional models. Zbl 1420.62308 Janková, Jana; van de Geer, Sara 11 2018 On concentration for (regularized) empirical risk minimization. Zbl 1380.62085 Van de Geer, Sara; Wainwright, Martin J. 10 2017 Quasi-likelihood and/or robust estimation in high dimensions. Zbl 1331.62354 van de Geer, Sara; Müller, Patric 10 2012 On the uniform convergence of empirical norms and inner products, with application to causal inference. Zbl 1348.62152 van de Geer, Sara 10 2014 Regression analysis and empirical processes. Zbl 0641.62041 van de Geer, S. A. 9 1988 Statistics for big data: a perspective. Zbl 1489.62407 Bühlmann, Peter; van de Geer, Sara 9 2018 \(\chi^{2}\)-confidence sets in high-dimensional regression. Zbl 1384.62251 Van de Geer, Sara; Stucky, Benjamin 8 2016 Discussion of: “Grouping strategies and thresholding for high dimension linear models”. Zbl 1432.62112 van de Geer, Sara 8 2013 Probabilistic analysis of the minimum weighted flowtime scheduling problem. Zbl 0761.90063 Marchetti Spaccamela, Alberto; Rhee, Wan Soo; Stougie, Leen; van de Geer, Sara 7 1992 Asymptotic normality in mixture models. Zbl 0867.62026 van de Geer, Sara 7 1995 Sharp oracle inequalities for square root regularization. Zbl 1441.62188 Stucky, Benjamin; Van de Geer, Sara 6 2017 On rates of convergence and asymptotic normality in the multiknapsack problem. Zbl 0753.90045 van de Geer, Sara; Stougie, Leen 6 1991 On the total variation regularized estimator over a class of tree graphs. Zbl 1411.62208 Ortelli, Francesco; van de Geer, Sara 6 2018 Penalized least squares estimation in the additive model with different smoothness for the components. Zbl 1328.62256 van de Geer, Sara; Muro, Alan 5 2015 Asymptotic confidence regions for high-dimensional structured sparsity. Zbl 1415.94240 Stucky, Benjamin; van de Geer, Sara 5 2018 De-biased sparse PCA: inference for eigenstructure of large covariance matrices. Zbl 1473.62204 Janková, Jana; van de Geer, Sara 5 2021 Worst possible sub-directions in high-dimensional models. Zbl 1334.62133 Van de Geer, Sara 4 2016 Censored linear model in high dimensions. Penalised linear regression on high-dimensional data with left-censored response variable. Zbl 1341.62218 Müller, Patric; Van de Geer, Sara 4 2016 Oracle inequalities for square root analysis estimators with application to total variation penalties. Zbl 1475.62211 Ortelli, Francesco; van de Geer, Sara 4 2021 On the asymptotic variance of the debiased Lasso. Zbl 1429.62311 van de Geer, Sara 4 2019 On tight bounds for the Lasso. Zbl 1467.62127 van de Geer, Sara 4 2018 Adaptive rates for total variation image denoising. Zbl 07306926 Ortelli, Francesco; van de Geer, Sara 4 2020 Rejoinder to the comments on: \(\ell _{1}\)-penalization for mixture regression models. Zbl 1203.62129 Städler, Nicolas; Bühlmann, Peter; Van de Geer, Sara 3 2010 Discussion: “A significance test for the lasso”. Zbl 1305.62248 Bühlmann, Peter; Meier, Lukas; van de Geer, Sara 3 2014 On non-asymptotic bounds for estimation in generalized linear models with highly correlated design. Zbl 1176.62071 van de Geer, Sara A. 3 2007 A moment bound for multi-hinge classifiers. Zbl 1225.68218 Tarigan, Bernadetta; Van De Geer, Sara A. 2 2008 \(\ell _{1}\)-regularization in high-dimensional statistical models. Zbl 1513.62068 van de Geer, Sara 2 2011 Sparse recovery problems in high dimensions: statistical inference and learning theory. Abstracts from the mini-workshop held March 15th – March 21st, 2009. Zbl 1177.62001 2 2009 Asymptotics in empirical risk minimization. Zbl 1222.68267 Mohammadi, Leila; Van De Geer, Sara 2 2005 Prediction bounds for higher order total variation regularized least squares. Zbl 1486.62205 Ortelli, Francesco; van de Geer, Sara 2 2021 A framework for the construction of upper bounds on the number of affine linear regions of ReLU feed-forward neural networks. Zbl 1433.94008 Hinz, Peter; van de Geer, Sara 2 2019 On robust recursive nonparametric curve estimation. Zbl 0958.62035 Belitser, Eduard; van de Geer, Sara 1 2000 Predicting survival using disease history: a model combining relative survival and frailty. Zbl 1090.62571 Goeman, J. J.; Le Cessie, S.; Baatenburg de Jong, R. J.; van de Geer, S. A. 1 2004 The mathematical work of Evarist Giné. Zbl 1376.01013 Koltchinskii, Vladimir; Nickl, Richard; Van de Geer, Sara; Wellner, Jon A. 1 2016 Willem van Zwet, teacher and thesis advisor. Zbl 1479.01027 van de Geer, Sara; Klaassen, Chris A. J. 1 2021 Logistic regression with total variation regularization. Zbl 1458.62153 van de Geer, Sara 1 2020 Sharp oracle inequalities for stationary points of nonconvex penalized M-estimators. Zbl 1432.62062 Elsener, Andreas; van de Geer, Sara 1 2019 Oracle inequalities for local and global empirical risk minimizers. Zbl 1443.62148 Elsener, Andreas; van de Geer, Sara 1 2019 AdaBoost and robust one-bit compressed sensing. Zbl 07624309 Chinot, Geoffrey; Kuchelmeister, Felix; Löffler, Matthias; van de Geer, Sara 1 2022 On the robustness of minimum norm interpolators and regularized empirical risk minimizers. Zbl 07610772 Chinot, Geoffrey; Löffler, Matthias; De Geer, Sara van 1 2022 Generic chaining and the \(\ell _{1}\)-penalty. Zbl 1428.62335 Van de Geer, Sara 1 2013 General oracle inequalities for model selection. Zbl 1326.62076 Mitchell, Charles; van de Geer, Sara 1 2009 Worst possible sub-directions in high-dimensional models. Zbl 1430.62162 van de Geer, Sara 1 2014 Inference in high-dimensional graphical models. Zbl 1442.62143 Janková, Jana; van de Geer, Sara 1 2019 AdaBoost and robust one-bit compressed sensing. Zbl 07624309 Chinot, Geoffrey; Kuchelmeister, Felix; Löffler, Matthias; van de Geer, Sara 1 2022 On the robustness of minimum norm interpolators and regularized empirical risk minimizers. Zbl 07610772 Chinot, Geoffrey; Löffler, Matthias; De Geer, Sara van 1 2022 De-biased sparse PCA: inference for eigenstructure of large covariance matrices. Zbl 1473.62204 Janková, Jana; van de Geer, Sara 5 2021 Oracle inequalities for square root analysis estimators with application to total variation penalties. Zbl 1475.62211 Ortelli, Francesco; van de Geer, Sara 4 2021 Prediction bounds for higher order total variation regularized least squares. Zbl 1486.62205 Ortelli, Francesco; van de Geer, Sara 2 2021 Willem van Zwet, teacher and thesis advisor. Zbl 1479.01027 van de Geer, Sara; Klaassen, Chris A. J. 1 2021 Convergence rates for penalized least squares estimators in PDE constrained regression problems. Zbl 1436.62163 Nickl, Richard; van de Geer, Sara; Wang, Sven 16 2020 Adaptive rates for total variation image denoising. Zbl 07306926 Ortelli, Francesco; van de Geer, Sara 4 2020 Logistic regression with total variation regularization. Zbl 1458.62153 van de Geer, Sara 1 2020 On the asymptotic variance of the debiased Lasso. Zbl 1429.62311 van de Geer, Sara 4 2019 A framework for the construction of upper bounds on the number of affine linear regions of ReLU feed-forward neural networks. Zbl 1433.94008 Hinz, Peter; van de Geer, Sara 2 2019 Sharp oracle inequalities for stationary points of nonconvex penalized M-estimators. Zbl 1432.62062 Elsener, Andreas; van de Geer, Sara 1 2019 Oracle inequalities for local and global empirical risk minimizers. Zbl 1443.62148 Elsener, Andreas; van de Geer, Sara 1 2019 Inference in high-dimensional graphical models. Zbl 1442.62143 Janková, Jana; van de Geer, Sara 1 2019 Robust low-rank matrix estimation. Zbl 1412.62068 Elsener, Andreas; van de Geer, Sara 16 2018 Semiparametric efficiency bounds for high-dimensional models. Zbl 1420.62308 Janková, Jana; van de Geer, Sara 11 2018 Statistics for big data: a perspective. Zbl 1489.62407 Bühlmann, Peter; van de Geer, Sara 9 2018 On the total variation regularized estimator over a class of tree graphs. Zbl 1411.62208 Ortelli, Francesco; van de Geer, Sara 6 2018 Asymptotic confidence regions for high-dimensional structured sparsity. Zbl 1415.94240 Stucky, Benjamin; van de Geer, Sara 5 2018 On tight bounds for the Lasso. Zbl 1467.62127 van de Geer, Sara 4 2018 Honest confidence regions and optimality in high-dimensional precision matrix estimation. Zbl 1368.62204 Janková, Jana; Van de Geer, Sara 15 2017 On concentration for (regularized) empirical risk minimization. Zbl 1380.62085 Van de Geer, Sara; Wainwright, Martin J. 10 2017 Sharp oracle inequalities for square root regularization. Zbl 1441.62188 Stucky, Benjamin; Van de Geer, Sara 6 2017 Estimation and testing under sparsity. École d’Été de Probabilités de Saint-Flour XLV – 2015. Zbl 1362.62006 Van de Geer, Sara 38 2016 \(\chi^{2}\)-confidence sets in high-dimensional regression. Zbl 1384.62251 Van de Geer, Sara; Stucky, Benjamin 8 2016 Worst possible sub-directions in high-dimensional models. Zbl 1334.62133 Van de Geer, Sara 4 2016 Censored linear model in high dimensions. Penalised linear regression on high-dimensional data with left-censored response variable. Zbl 1341.62218 Müller, Patric; Van de Geer, Sara 4 2016 The mathematical work of Evarist Giné. Zbl 1376.01013 Koltchinskii, Vladimir; Nickl, Richard; Van de Geer, Sara; Wellner, Jon A. 1 2016 Confidence intervals for high-dimensional inverse covariance estimation. Zbl 1328.62458 Janková, Jana; van de Geer, Sara 31 2015 The partial linear model in high dimensions. Zbl 1364.62196 Müller, Patric; van de Geer, Sara 16 2015 High-dimensional inference in misspecified linear models. Zbl 1327.62420 Bühlmann, Peter; van de Geer, Sara 15 2015 Penalized least squares estimation in the additive model with different smoothness for the components. Zbl 1328.62256 van de Geer, Sara; Muro, Alan 5 2015 On asymptotically optimal confidence regions and tests for high-dimensional models. Zbl 1305.62259 van de Geer, Sara; Bühlmann, Peter; Ritov, Ya’acov; Dezeure, Ruben 313 2014 Weakly decomposable regularization penalties and structured sparsity. Zbl 1349.62325 van de Geer, Sara 15 2014 On higher order isotropy conditions and lower bounds for sparse quadratic forms. Zbl 1308.62148 van de Geer, Sara; Muro, Alan 13 2014 New concentration inequalities for suprema of empirical processes. Zbl 1355.60026 Lederer, Johannes; Van De Geer, Sara 11 2014 On the uniform convergence of empirical norms and inner products, with application to causal inference. Zbl 1348.62152 van de Geer, Sara 10 2014 Discussion: “A significance test for the lasso”. Zbl 1305.62248 Bühlmann, Peter; Meier, Lukas; van de Geer, Sara 3 2014 Worst possible sub-directions in high-dimensional models. Zbl 1430.62162 van de Geer, Sara 1 2014 Confidence sets in sparse regression. Zbl 1288.62108 Nickl, Richard; Van De Geer, Sara 45 2013 \(\ell_{0}\)-penalized maximum likelihood for sparse directed acyclic graphs. Zbl 1267.62037 van de Geer, Sara; Bühlmann, Peter 31 2013 Correlated variables in regression: clustering and sparse estimation. Zbl 1278.62103 Bühlmann, Peter; Rütimann, Philipp; van de Geer, Sara; Zhang, Cun-Hui 19 2013 The Bernstein-Orlicz norm and deviation inequalities. Zbl 1284.60060 van de Geer, Sara; Lederer, Johannes 17 2013 The Lasso, correlated design, and improved oracle inequalities. Zbl 1327.62426 van de Geer, Sara; Lederer, Johannes 12 2013 Discussion of: “Grouping strategies and thresholding for high dimension linear models”. Zbl 1432.62112 van de Geer, Sara 8 2013 Generic chaining and the \(\ell _{1}\)-penalty. Zbl 1428.62335 Van de Geer, Sara 1 2013 Quasi-likelihood and/or robust estimation in high dimensions. Zbl 1331.62354 van de Geer, Sara; Müller, Patric 10 2012 Statistics for high-dimensional data. Methods, theory and applications. Zbl 1273.62015 Bühlmann, Peter; van de Geer, Sara 564 2011 Oracle inequalities and optimal inference under group sparsity. Zbl 1306.62156 Lounici, Karim; Pontil, Massimiliano; van de Geer, Sara; Tsybakov, Alexandre B. 93 2011 Estimation for high-dimensional linear mixed-effects models using \(\ell_1\)-penalization. Zbl 1246.62161 Schelldorfer, Jürg; Bühlmann, Peter; van de Geer, Sara 41 2011 The adaptive and the thresholded Lasso for potentially misspecified models (and a lower bound for the Lasso). Zbl 1274.62471 van de Geer, Sara; Bühlmann, Peter; Zhou, Shuheng 37 2011 The smooth-Lasso and other \(\ell _{1}+\ell _{2}\)-penalized methods. Zbl 1274.62443 Hebiri, Mohamed; van de Geer, Sara 28 2011 \(\ell _{1}\)-regularization in high-dimensional statistical models. Zbl 1513.62068 van de Geer, Sara 2 2011 Empirical processes in M-estimation. Reprint of the 2000 hardback ed. Zbl 1179.62073 van de Geer, Sara A. 135 2010 \(\ell_{1}\)-penalization for mixture regression models. Zbl 1203.62128 Städler, Nicolas; Bühlmann, Peter; Van de Geer, Sara 82 2010 Nemirovski’s inequalities revisited. Zbl 1213.60039 Dümbgen, Lutz; van de Geer, Sara A.; Veraar, Mark C.; Wellner, Jon A. 20 2010 Rejoinder to the comments on: \(\ell _{1}\)-penalization for mixture regression models. Zbl 1203.62129 Städler, Nicolas; Bühlmann, Peter; Van de Geer, Sara 3 2010 On the conditions used to prove oracle results for the Lasso. Zbl 1327.62425 van de Geer, Sara A.; Bühlmann, Peter 184 2009 High-dimensional additive modeling. Zbl 1360.62186 Meier, Lukas; van de Geer, Sara; Bühlmann, Peter 144 2009 Sparse recovery problems in high dimensions: statistical inference and learning theory. Abstracts from the mini-workshop held March 15th – March 21st, 2009. Zbl 1177.62001 2 2009 General oracle inequalities for model selection. Zbl 1326.62076 Mitchell, Charles; van de Geer, Sara 1 2009 The group Lasso for logistic regression. Zbl 1400.62276 Meier, Lukas; van de Geer, Sara; Bühlmann, Peter 258 2008 High-dimensional generalized linear models and the lasso. Zbl 1138.62323 van de Geer, Sara A. 187 2008 A moment bound for multi-hinge classifiers. Zbl 1225.68218 Tarigan, Bernadetta; Van De Geer, Sara A. 2 2008 Lectures on empirical processes. Theory and statistical applications. Zbl 1132.62001 del Barrio, Eustasio; Deheuvels, Paul; van de Geer, Sara 15 2007 On non-asymptotic bounds for estimation in generalized linear models with highly correlated design. Zbl 1176.62071 van de Geer, Sara A. 3 2007 Testing against a high dimensional alternative. Zbl 1110.62002 Goeman, Jelle J.; van de Geer, Sara A.; van Houwelingen, Hans C. 55 2006 Classifiers of support vector machine type with \(\ell_1\) complexity regularization. Zbl 1118.62067 Tarigan, Bernadetta; van de Geer, Sara A. 27 2006 Square root penalty: Adaption to the margin in classification and in edge estimation. Zbl 1080.62047 Tsybakov, A. B.; van de Geer, S. A. 19 2005 Asymptotics in empirical risk minimization. Zbl 1222.68267 Mohammadi, Leila; Van De Geer, Sara 2 2005 Predicting survival using disease history: a model combining relative survival and frailty. Zbl 1090.62571 Goeman, J. J.; Le Cessie, S.; Baatenburg de Jong, R. J.; van de Geer, S. A. 1 2004 Estimating multiplicative and additive hazard functions by kernel methods. Zbl 1040.62089 Linton, Oliver B.; Nielsen, Jens Perch; van de Geer, Sara 15 2003 Asymptotic theory for maximum likelihood in nonparametric mixture models. Zbl 1429.62117 van de Geer, Sara 11 2003 On Hoeffding’s inequality for dependent random variables. Zbl 1027.60013 van de Geer, Sara A. 13 2002 Adaptive estimation with soft thresholding penalties. Zbl 1090.62534 Loubes, Jean-Michel; van de Geer, Sara 12 2002 M-estimation using penalties or sieves. Zbl 1030.62026 van de Geer, Sara 11 2002 Least squares estimation with complexity penalties. Zbl 1005.62043 van de Geer, Sara 16 2001 Applications of empirical process theory. Zbl 0953.62049 Van de Geer, Sara A. 166 2000 On robust recursive nonparametric curve estimation. Zbl 0958.62035 Belitser, Eduard; van de Geer, Sara 1 2000 Locally adaptive regression splines. Zbl 0871.62040 Mammen, Enno; van de Geer, Sara 110 1997 Penalized quasi-likelihood estimation in partial linear models. Zbl 0906.62033 Mammen, Enno; van de Geer, Sara 58 1997 Rates of convergence for the maximum likelihood estimator in mixture models. Zbl 0872.62039 van de Geer, Sara 17 1996 Consistency for the least squares estimator in nonparametric regression. Zbl 0867.62027 van de Geer, Sara; Wegkamp, Marten 13 1996 Exponential inequalities for martingales, with application to maximum likelihood estimation for counting processes. Zbl 0852.60019 van de Geer, Sara 47 1995 The method of sieves and minimum contrast estimators. Zbl 0831.62029 van de Geer, S. 11 1995 Asymptotic normality in mixture models. Zbl 0867.62026 van de Geer, Sara 7 1995 Hellinger-consistency of certain nonparametric maximum likelihood estimators. Zbl 0779.62033 Van de Geer, Sara 70 1993 Probabilistic analysis of the minimum weighted flowtime scheduling problem. Zbl 0761.90063 Marchetti Spaccamela, Alberto; Rhee, Wan Soo; Stougie, Leen; van de Geer, Sara 7 1992 On rates of convergence and asymptotic normality in the multiknapsack problem. Zbl 0753.90045 van de Geer, Sara; Stougie, Leen 6 1991 Estimating a regression function. Zbl 0709.62040 van de Geer, Sara 60 1990 Regression analysis and empirical processes. Zbl 0641.62041 van de Geer, S. A. 9 1988 A new approach to least-squares estimation, with applications. Zbl 0625.62046 van de Geer, Sara 19 1987 The likelihood ratio test for the change point problem for exponentially distributed random variables. Zbl 0671.62019 Haccou, Patsy; Meelis, Evert; van de Geer, Sara 17 1987 all cited Publications top 5 cited Publications all top 5 Cited by 3,501 Authors 59 Van de Geer, Sara Anna 50 Bühlmann, Peter 34 Huang, Jian 30 Lian, Heng 25 Fan, Jianqing 25 Tsybakov, Alexandre B. 23 Ma, Shuangge 22 Mammen, Enno 20 Cheng, Guang 17 Cai, Tony Tony 17 Li, Runze 17 Nickl, Richard 16 Zhang, Cun-Hui 14 Bradic, Jelena 13 Chernozhukov, Victor 13 Cui, Hengjian 13 Lecué, Guillaume 13 Samworth, Richard J. 13 Wainwright, Martin J. 13 Wellner, Jon August 12 Dalalyan, Arnak S. 12 Liu, Han 12 Liu, Yufeng 12 Tutz, Gerhard E. 12 Zheng, Zemin 12 Zhu, Lixing 11 Claeskens, Gerda 11 Kolchinskiĭ, Vladimir I’ich 11 Liang, Hua 11 Linton, Oliver Bruce 11 Mendelson, Shahar 11 Shojaie, Ali 11 Wegkamp, Marten H. 10 Lv, Jinchi 10 Wasserman, Larry Alan 10 Yuan, Ming 9 Bellec, Pierre C. 9 Gaïffas, Stéphane 9 Guntuboyina, Adityanand 9 Honda, Toshio 9 Kohler, Michael 9 Koo, Ja-Yong 9 Lederer, Johannes 9 Li, Hongzhe 9 Meinshausen, Nicolai 9 Munk, Axel 9 Raskutti, Garvesh 9 Sen, Bodhisattva 9 Tibshirani, Robert John 9 Vieu, Philippe 9 Zhang, Tong 8 Alquier, Pierre 8 Belloni, Alexandre 8 Bunea, Florentina 8 Candès, Emmanuel J. 8 Chatterjee, Sabyasachi 8 Fan, Yingying 8 Guo, Zijian 8 Han, Qiyang 8 Jiao, Yuling 8 Klopp, Olga 8 Kock, Anders Bredahl 8 Li, Gaorong 8 Li, Yi 8 Liao, Yuan 8 Shang, Zuofeng 8 Tibshirani, Ryan J. 8 Zhang, Jun 8 Zou, Hui 7 Aneiros-Pérez, Germán 7 Antoniadis, Anestis 7 Bartlett, Peter L. 7 Ghosal, Subhashis 7 Groeneboom, Piet 7 Guilloux, Agathe 7 Jhong, Jae-Hwan 7 Kolar, Mladen 7 Kosorok, Michael R. 7 Kovac, Arne 7 Lin, Yuanyuan 7 Loubes, Jean-Michel 7 Radchenko, Peter 7 Ritov, Ya’acov 7 Sardy, Sylvain 7 Shah, Rajen Dinesh 7 Sun, Qiang 7 Suzuki, Taiji 7 Taylor, Jonathan E. 7 Yu, Bin 7 Zhang, Qingzhao 7 Zhu, Ji 6 Ahmed, Syed Ejaz 6 Bak, Kwan-Young 6 Baraud, Yannick 6 Birgé, Lucien 6 Chetverikov, Denis 6 Fan, Xiequan 6 Foygel Barber, Rina 6 Goeman, Jelle J. 6 Groll, Andreas ...and 3,401 more Authors all top 5 Cited in 253 Serials 312 The Annals of Statistics 173 Electronic Journal of Statistics 105 Journal of the American Statistical Association 91 Computational Statistics and Data Analysis 80 Journal of Multivariate Analysis 70 Bernoulli 67 Journal of Machine Learning Research (JMLR) 65 Journal of Statistical Planning and Inference 58 Journal of Econometrics 43 Communications in Statistics. Theory and Methods 40 Statistics and Computing 38 Biometrics 36 Annals of the Institute of Statistical Mathematics 36 The Annals of Applied Statistics 35 Statistica Sinica 31 Statistical Science 29 Journal of Nonparametric Statistics 28 Statistics & Probability Letters 26 Scandinavian Journal of Statistics 24 Journal of Statistical Computation and Simulation 24 Journal of Applied Statistics 23 Mathematical Programming. Series A. Series B 23 Test 22 Statistics 22 Probability Theory and Related Fields 22 Journal of Computational and Graphical Statistics 21 Stochastic Processes and their Applications 20 Computational Statistics 19 Communications in Statistics. Simulation and Computation 17 Machine Learning 17 Statistical Papers 17 European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics 14 Econometric Theory 13 Metrika 12 The Canadian Journal of Statistics 12 Science China. Mathematics 11 Inverse Problems 11 Psychometrika 11 Journal of the Korean Statistical Society 10 Biometrical Journal 10 Advances in Data Analysis and Classification. ADAC 9 Statistica Neerlandica 9 Econometric Reviews 9 Annales de l’Institut Henri Poincaré. Probabilités et Statistiques 9 Journal of the Royal Statistical Society. Series B. Statistical Methodology 9 Statistical Applications in Genetics and Molecular Biology 9 Statistical Methods and Applications 9 Sankhyā. Series A 9 SIAM/ASA Journal on Uncertainty Quantification 9 Statistical Theory and Related Fields 9 SIAM Journal on Mathematics of Data Science 8 Neural Computation 8 Computational Optimization and Applications 7 International Statistical Review 7 Journal of Optimization Theory and Applications 7 Journal of Global Optimization 7 Mathematical Methods of Statistics 7 Lifetime Data Analysis 7 Acta Mathematica Sinica. English Series 7 Comptes Rendus. Mathématique. Académie des Sciences, Paris 7 AStA. Advances in Statistical Analysis 7 SIAM Journal on Imaging Sciences 7 Journal of Business and Economic Statistics 7 Mathematical Statistics and Learning 6 Journal of Complexity 6 European Journal of Operational Research 5 The American Statistician 5 Journal of Computational and Applied Mathematics 5 Operations Research 5 Journal of Time Series Analysis 5 Constructive Approximation 5 Journal of Theoretical Probability 5 The Annals of Applied Probability 5 SIAM Journal on Optimization 5 Journal of Mathematical Imaging and Vision 5 Applied and Computational Harmonic Analysis 5 INFORMS Journal on Computing 5 Australian & New Zealand Journal of Statistics 5 Analysis and Applications (Singapore) 5 Journal of the Operations Research Society of China 5 Journal of the Japan Statistical Society. Japanese Issue 5 Japanese Journal of Statistics and Data Science 4 Journal of the Franklin Institute 4 The Annals of Probability 4 Acta Mathematicae Applicatae Sinica. English Series 4 Journal of Scientific Computing 4 Optimization Methods & Software 4 Journal of the European Mathematical Society (JEMS) 4 Foundations of Computational Mathematics 4 Journal of Statistical Theory and Practice 4 Bayesian Analysis 3 International Journal of Control 3 Journal of Mathematical Analysis and Applications 3 Applied Mathematics and Computation 3 Automatica 3 Information Sciences 3 Operations Research Letters 3 Annals of Operations Research 3 Applied Mathematical Modelling 3 Pattern Recognition ...and 153 more Serials all top 5 Cited in 37 Fields 2,035 Statistics (62-XX) 231 Probability theory and stochastic processes (60-XX) 220 Numerical analysis (65-XX) 208 Computer science (68-XX) 165 Operations research, mathematical programming (90-XX) 61 Biology and other natural sciences (92-XX) 59 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 59 Information and communication theory, circuits (94-XX) 41 Functional analysis (46-XX) 26 Calculus of variations and optimal control; optimization (49-XX) 20 Approximations and expansions (41-XX) 19 Combinatorics (05-XX) 19 Linear and multilinear algebra; matrix theory (15-XX) 18 Systems theory; control (93-XX) 17 Partial differential equations (35-XX) 14 Operator theory (47-XX) 11 Harmonic analysis on Euclidean spaces (42-XX) 11 Convex and discrete geometry (52-XX) 8 Statistical mechanics, structure of matter (82-XX) 7 General and overarching topics; collections (00-XX) 5 History and biography (01-XX) 5 Ordinary differential equations (34-XX) 5 Integral equations (45-XX) 3 Real functions (26-XX) 3 Manifolds and cell complexes (57-XX) 2 Special functions (33-XX) 2 Global analysis, analysis on manifolds (58-XX) 2 Astronomy and astrophysics (85-XX) 1 Order, lattices, ordered algebraic structures (06-XX) 1 Algebraic geometry (14-XX) 1 Differential geometry (53-XX) 1 General topology (54-XX) 1 Algebraic topology (55-XX) 1 Mechanics of deformable solids (74-XX) 1 Classical thermodynamics, heat transfer (80-XX) 1 Quantum theory (81-XX) 1 Geophysics (86-XX) Citations by Year Wikidata Timeline The data are displayed as stored in Wikidata under a Creative Commons CC0 License. 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