Edit Profile (opens in new tab) Van de Geer, Sara Anna Compute Distance To: Compute 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.; van de Geer, S. more...less Homepage: http://stat.ethz.ch/~vsara/ External Links: MGP · Wikidata · ResearchGate · GND · IdRef · theses.fr Documents Indexed: 98 Publications since 1987, including 6 Books 5 Contributions as Editor Co-Authors: 55 Co-Authors with 75 Joint Publications 1,406 Co-Co-Authors all top 5 Co-Authors 28 single-authored 15 Bühlmann, Peter 6 Nickl, Richard 5 Janková, Jana 5 Kolchinskiĭ, Vladimir I’ich 5 Ortelli, Francesco 4 Wellner, Jon August 3 Elsener, Andreas 3 Lederer, Johannes 3 Mammen, Enno 3 Meier, Lukas 3 Müller, Patric 3 Stucky, Benjamin 3 Tsybakov, Alexandre B. 2 Goeman, Jelle J. 2 Muro, Alan 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 Hinz, Peter 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 20 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 Stochastic Processes and their Applications 2 Statistica Neerlandica 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 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 Mathematical Statistics and Learning 1 EMS Series of Lectures in Mathematics all top 5 Fields 91 Statistics (62-XX) 23 Probability theory and stochastic processes (60-XX) 6 Computer science (68-XX) 5 History and biography (01-XX) 4 General and overarching topics; collections (00-XX) 4 Numerical analysis (65-XX) 4 Operations research, mathematical programming (90-XX) 2 Combinatorics (05-XX) 2 Information and communication theory, circuits (94-XX) 1 Partial differential equations (35-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 89 Publications have been cited 2,625 times in 1,813 Documents Cited by ▼ Year ▼ Statistics for high-dimensional data. Methods, theory and applications. Zbl 1273.62015Bühlmann, Peter; van de Geer, Sara 395 2011 The group Lasso for logistic regression. Zbl 1400.62276Meier, Lukas; van de Geer, Sara; Bühlmann, Peter 214 2008 On asymptotically optimal confidence regions and tests for high-dimensional models. Zbl 1305.62259van de Geer, Sara; Bühlmann, Peter; Ritov, Ya’acov; Dezeure, Ruben 203 2014 High-dimensional generalized linear models and the lasso. Zbl 1138.62323van de Geer, Sara A. 164 2008 On the conditions used to prove oracle results for the Lasso. Zbl 1327.62425van de Geer, Sara A.; Bühlmann, Peter 152 2009 Applications of empirical process theory. Zbl 0953.62049Van de Geer, Sara A. 124 2000 High-dimensional additive modeling. Zbl 1360.62186Meier, Lukas; van de Geer, Sara; Bühlmann, Peter 121 2009 Locally adaptive regression splines. Zbl 0871.62040Mammen, Enno; van de Geer, Sara 96 1997 Empirical processes in M-estimation. Reprint of the 2000 hardback ed. Zbl 1179.62073van de Geer, Sara A. 89 2010 Oracle inequalities and optimal inference under group sparsity. Zbl 1306.62156Lounici, Karim; Pontil, Massimiliano; van de Geer, Sara; Tsybakov, Alexandre B. 74 2011 Hellinger-consistency of certain nonparametric maximum likelihood estimators. Zbl 0779.62033Van de Geer, Sara 67 1993 \(\ell_{1}\)-penalization for mixture regression models. Zbl 1203.62128Städler, Nicolas; Bühlmann, Peter; Van de Geer, Sara 63 2010 Estimating a regression function. Zbl 0709.62040van de Geer, Sara 55 1990 Penalized quasi-likelihood estimation in partial linear models. Zbl 0906.62033Mammen, Enno; van de Geer, Sara 51 1997 Exponential inequalities for martingales, with application to maximum likelihood estimation for counting processes. Zbl 0852.60019van de Geer, Sara 43 1995 Testing against a high dimensional alternative. Zbl 1110.62002Goeman, Jelle J.; van de Geer, Sara A.; van Houwelingen, Hans C. 41 2006 Confidence sets in sparse regression. Zbl 1288.62108Nickl, Richard; Van De Geer, Sara 38 2013 Estimation for high-dimensional linear mixed-effects models using \(\ell_1\)-penalization. Zbl 1246.62161Schelldorfer, Jürg; Bühlmann, Peter; van de Geer, Sara 29 2011 The adaptive and the thresholded Lasso for potentially misspecified models (and a lower bound for the Lasso). Zbl 1274.62471van de Geer, Sara; Bühlmann, Peter; Zhou, Shuheng 28 2011 \(\ell_{0}\)-penalized maximum likelihood for sparse directed acyclic graphs. Zbl 1267.62037van de Geer, Sara; Bühlmann, Peter 26 2013 Estimation and testing under sparsity. École d’Été de Probabilités de Saint-Flour XLV – 2015. Zbl 1362.62006Van de Geer, Sara 25 2016 Confidence intervals for high-dimensional inverse covariance estimation. Zbl 1328.62458Janková, Jana; van de Geer, Sara 25 2015 Classifiers of support vector machine type with \(\ell_1\) complexity regularization. Zbl 1118.62067Tarigan, Bernadetta; van de Geer, Sara A. 23 2006 The smooth-Lasso and other \(\ell _{1}+\ell _{2}\)-penalized methods. Zbl 1274.62443Hebiri, Mohamed; van de Geer, Sara 23 2011 Nemirovski’s inequalities revisited. Zbl 1213.60039Dümbgen, Lutz; van de Geer, Sara A.; Veraar, Mark C.; Wellner, Jon A. 20 2010 A new approach to least-squares estimation, with applications. Zbl 0625.62046van de Geer, Sara 18 1987 Square root penalty: Adaption to the margin in classification and in edge estimation. Zbl 1080.62047Tsybakov, A. B.; van de Geer, S. A. 18 2005 Rates of convergence for the maximum likelihood estimator in mixture models. Zbl 0872.62039van de Geer, Sara 16 1996 Least squares estimation with complexity penalties. Zbl 1005.62043van de Geer, Sara 15 2001 The likelihood ratio test for the change point problem for exponentially distributed random variables. Zbl 0671.62019Haccou, Patsy; Meelis, Evert; van de Geer, Sara 15 1987 Correlated variables in regression: clustering and sparse estimation. Zbl 1278.62103Bühlmann, Peter; Rütimann, Philipp; van de Geer, Sara; Zhang, Cun-Hui 15 2013 Estimating multiplicative and additive hazard functions by kernel methods. Zbl 1040.62089Linton, Oliver B.; Nielsen, Jens Perch; van de Geer, Sara 13 2003 Lectures on empirical processes. Theory and statistical applications. Zbl 1132.62001del Barrio, Eustasio; Deheuvels, Paul; van de Geer, Sara 13 2007 Adaptive estimation with soft thresholding penalties. Zbl 1090.62534Loubes, Jean-Michel; van de Geer, Sara 12 2002 Consistency for the least squares estimator in nonparametric regression. Zbl 0867.62027van de Geer, Sara; Wegkamp, Marten 12 1996 The Bernstein-Orlicz norm and deviation inequalities. Zbl 1284.60060van de Geer, Sara; Lederer, Johannes 12 2013 The partial linear model in high dimensions. Zbl 1364.62196Müller, Patric; van de Geer, Sara 12 2015 High-dimensional inference in misspecified linear models. Zbl 1327.62420Bühlmann, Peter; van de Geer, Sara 12 2015 Asymptotic theory for maximum likelihood in nonparametric mixture models. Zbl 1429.62117van de Geer, Sara 11 2003 The method of sieves and minimum contrast estimators. Zbl 0831.62029van de Geer, S. 11 1995 On Hoeffding’s inequality for dependent random variables. Zbl 1027.60013van de Geer, Sara A. 11 2002 On higher order isotropy conditions and lower bounds for sparse quadratic forms. Zbl 1308.62148van de Geer, Sara; Muro, Alan 11 2014 Weakly decomposable regularization penalties and structured sparsity. Zbl 1349.62325van de Geer, Sara 11 2014 M-estimation using penalties or sieves. Zbl 1030.62026van de Geer, Sara 10 2002 Honest confidence regions and optimality in high-dimensional precision matrix estimation. Zbl 1368.62204Janková, Jana; Van de Geer, Sara 10 2017 On the uniform convergence of empirical norms and inner products, with application to causal inference. Zbl 1348.62152van de Geer, Sara 10 2014 The Lasso, correlated design, and improved oracle inequalities. Zbl 1327.62426van de Geer, Sara; Lederer, Johannes 10 2013 Regression analysis and empirical processes. Zbl 0641.62041van de Geer, S. A. 9 1988 Robust low-rank matrix estimation. Zbl 1412.62068Elsener, Andreas; van de Geer, Sara 9 2018 New concentration inequalities for suprema of empirical processes. Zbl 1355.60026Lederer, Johannes; Van De Geer, Sara 9 2014 On concentration for (regularized) empirical risk minimization. Zbl 1380.62085Van de Geer, Sara; Wainwright, Martin J. 8 2017 Discussion of: “Grouping strategies and thresholding for high dimension linear models”. Zbl 1432.62112van de Geer, Sara 8 2013 Convergence rates for penalized least squares estimators in PDE constrained regression problems. Zbl 1436.62163Nickl, Richard; van de Geer, Sara; Wang, Sven 7 2020 Probabilistic analysis of the minimum weighted flowtime scheduling problem. Zbl 0761.90063Marchetti Spaccamela, Alberto; Rhee, Wan Soo; Stougie, Leen; van de Geer, Sara 7 1992 Asymptotic normality in mixture models. Zbl 0867.62026van de Geer, Sara 7 1995 Semiparametric efficiency bounds for high-dimensional models. Zbl 1420.62308Janková, Jana; van de Geer, Sara 7 2018 Statistics for big data: a perspective. Zbl 06892162Bühlmann, Peter; van de Geer, Sara 7 2018 On rates of convergence and asymptotic normality in the multiknapsack problem. Zbl 0753.90045van de Geer, Sara; Stougie, Leen 6 1991 Quasi-likelihood and/or robust estimation in high dimensions. Zbl 1331.62354van de Geer, Sara; Müller, Patric 6 2012 On the total variation regularized estimator over a class of tree graphs. Zbl 1411.62208Ortelli, Francesco; van de Geer, Sara 6 2018 Penalized least squares estimation in the additive model with different smoothness for the components. Zbl 1328.62256van de Geer, Sara; Muro, Alan 5 2015 Worst possible sub-directions in high-dimensional models. Zbl 1334.62133Van de Geer, Sara 4 2016 On tight bounds for the Lasso. Zbl 1467.62127van de Geer, Sara 4 2018 Sharp oracle inequalities for square root regularization. Zbl 1441.62188Stucky, Benjamin; Van de Geer, Sara 4 2017 Asymptotic confidence regions for high-dimensional structured sparsity. Zbl 1415.94240Stucky, Benjamin; van de Geer, Sara 4 2018 On non-asymptotic bounds for estimation in generalized linear models with highly correlated design. Zbl 1176.62071van de Geer, Sara A. 3 2007 Rejoinder to the comments on: \(\ell _{1}\)-penalization for mixture regression models. Zbl 1203.62129Städler, Nicolas; Bühlmann, Peter; Van de Geer, Sara 3 2010 Adaptive rates for total variation image denoising. Zbl 07306926Ortelli, Francesco; van de Geer, Sara 3 2020 Discussion: “A significance test for the lasso”. Zbl 1305.62248Bühlmann, Peter; Meier, Lukas; van de Geer, Sara 3 2014 \(\chi^{2}\)-confidence sets in high-dimensional regression. Zbl 1384.62251Van de Geer, Sara; Stucky, Benjamin 3 2016 Oracle inequalities for square root analysis estimators with application to total variation penalties. Zbl 1475.62211Ortelli, Francesco; van de Geer, Sara 2 2021 De-biased sparse PCA: inference for eigenstructure of large covariance matrices. Zbl 1473.62204Janková, Jana; van de Geer, Sara 2 2021 \(\ell _{1}\)-regularization in high-dimensional statistical models. Zbl 05971198van de Geer, Sara 2 2011 Censored linear model in high dimensions. Penalised linear regression on high-dimensional data with left-censored response variable. Zbl 1341.62218Müller, Patric; Van de Geer, Sara 2 2016 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 1222.68267Mohammadi, Leila; Van De Geer, Sara 2 2005 On the asymptotic variance of the debiased Lasso. Zbl 1429.62311van de Geer, Sara 2 2019 Worst possible sub-directions in high-dimensional models. Zbl 1430.62162van de Geer, Sara 1 2014 Logistic regression with total variation regularization. Zbl 1458.62153van de Geer, Sara 1 2020 Prediction bounds for higher order total variation regularized least squares. Zbl 1486.62205Ortelli, Francesco; van de Geer, Sara 1 2021 On robust recursive nonparametric curve estimation. Zbl 0958.62035Belitser, Eduard; van de Geer, Sara 1 2000 A moment bound for multi-hinge classifiers. Zbl 1225.68218Tarigan, Bernadetta; Van De Geer, Sara A. 1 2008 Predicting survival using disease history: a model combining relative survival and frailty. Zbl 1090.62571Goeman, J. J.; Le Cessie, S.; Baatenburg de Jong, R. J.; van de Geer, S. A. 1 2004 Oracle inequalities for local and global empirical risk minimizers. Zbl 1443.62148Elsener, Andreas; van de Geer, Sara 1 2019 The mathematical work of Evarist Giné. Zbl 1376.01013Koltchinskii, Vladimir; Nickl, Richard; Van de Geer, Sara; Wellner, Jon A. 1 2016 Generic chaining and the \(\ell _{1}\)-penalty. Zbl 1428.62335Van de Geer, Sara 1 2013 General oracle inequalities for model selection. Zbl 1326.62076Mitchell, Charles; van de Geer, Sara 1 2009 Sharp oracle inequalities for stationary points of nonconvex penalized M-estimators. Zbl 1432.62062Elsener, Andreas; van de Geer, Sara 1 2019 Inference in high-dimensional graphical models. Zbl 1442.62143Janková, Jana; van de Geer, Sara 1 2019 Oracle inequalities for square root analysis estimators with application to total variation penalties. Zbl 1475.62211Ortelli, Francesco; van de Geer, Sara 2 2021 De-biased sparse PCA: inference for eigenstructure of large covariance matrices. Zbl 1473.62204Janková, Jana; van de Geer, Sara 2 2021 Prediction bounds for higher order total variation regularized least squares. Zbl 1486.62205Ortelli, Francesco; van de Geer, Sara 1 2021 Convergence rates for penalized least squares estimators in PDE constrained regression problems. Zbl 1436.62163Nickl, Richard; van de Geer, Sara; Wang, Sven 7 2020 Adaptive rates for total variation image denoising. Zbl 07306926Ortelli, Francesco; van de Geer, Sara 3 2020 Logistic regression with total variation regularization. Zbl 1458.62153van de Geer, Sara 1 2020 On the asymptotic variance of the debiased Lasso. Zbl 1429.62311van de Geer, Sara 2 2019 Oracle inequalities for local and global empirical risk minimizers. Zbl 1443.62148Elsener, Andreas; van de Geer, Sara 1 2019 Sharp oracle inequalities for stationary points of nonconvex penalized M-estimators. Zbl 1432.62062Elsener, Andreas; van de Geer, Sara 1 2019 Inference in high-dimensional graphical models. Zbl 1442.62143Janková, Jana; van de Geer, Sara 1 2019 Robust low-rank matrix estimation. Zbl 1412.62068Elsener, Andreas; van de Geer, Sara 9 2018 Semiparametric efficiency bounds for high-dimensional models. Zbl 1420.62308Janková, Jana; van de Geer, Sara 7 2018 Statistics for big data: a perspective. Zbl 06892162Bühlmann, Peter; van de Geer, Sara 7 2018 On the total variation regularized estimator over a class of tree graphs. Zbl 1411.62208Ortelli, Francesco; van de Geer, Sara 6 2018 On tight bounds for the Lasso. Zbl 1467.62127van de Geer, Sara 4 2018 Asymptotic confidence regions for high-dimensional structured sparsity. Zbl 1415.94240Stucky, Benjamin; van de Geer, Sara 4 2018 Honest confidence regions and optimality in high-dimensional precision matrix estimation. Zbl 1368.62204Janková, Jana; Van de Geer, Sara 10 2017 On concentration for (regularized) empirical risk minimization. Zbl 1380.62085Van de Geer, Sara; Wainwright, Martin J. 8 2017 Sharp oracle inequalities for square root regularization. Zbl 1441.62188Stucky, Benjamin; Van de Geer, Sara 4 2017 Estimation and testing under sparsity. École d’Été de Probabilités de Saint-Flour XLV – 2015. Zbl 1362.62006Van de Geer, Sara 25 2016 Worst possible sub-directions in high-dimensional models. Zbl 1334.62133Van de Geer, Sara 4 2016 \(\chi^{2}\)-confidence sets in high-dimensional regression. Zbl 1384.62251Van de Geer, Sara; Stucky, Benjamin 3 2016 Censored linear model in high dimensions. Penalised linear regression on high-dimensional data with left-censored response variable. Zbl 1341.62218Müller, Patric; Van de Geer, Sara 2 2016 The mathematical work of Evarist Giné. Zbl 1376.01013Koltchinskii, Vladimir; Nickl, Richard; Van de Geer, Sara; Wellner, Jon A. 1 2016 Confidence intervals for high-dimensional inverse covariance estimation. Zbl 1328.62458Janková, Jana; van de Geer, Sara 25 2015 The partial linear model in high dimensions. Zbl 1364.62196Müller, Patric; van de Geer, Sara 12 2015 High-dimensional inference in misspecified linear models. Zbl 1327.62420Bühlmann, Peter; van de Geer, Sara 12 2015 Penalized least squares estimation in the additive model with different smoothness for the components. Zbl 1328.62256van de Geer, Sara; Muro, Alan 5 2015 On asymptotically optimal confidence regions and tests for high-dimensional models. Zbl 1305.62259van de Geer, Sara; Bühlmann, Peter; Ritov, Ya’acov; Dezeure, Ruben 203 2014 On higher order isotropy conditions and lower bounds for sparse quadratic forms. Zbl 1308.62148van de Geer, Sara; Muro, Alan 11 2014 Weakly decomposable regularization penalties and structured sparsity. Zbl 1349.62325van de Geer, Sara 11 2014 On the uniform convergence of empirical norms and inner products, with application to causal inference. Zbl 1348.62152van de Geer, Sara 10 2014 New concentration inequalities for suprema of empirical processes. Zbl 1355.60026Lederer, Johannes; Van De Geer, Sara 9 2014 Discussion: “A significance test for the lasso”. Zbl 1305.62248Bühlmann, Peter; Meier, Lukas; van de Geer, Sara 3 2014 Worst possible sub-directions in high-dimensional models. Zbl 1430.62162van de Geer, Sara 1 2014 Confidence sets in sparse regression. Zbl 1288.62108Nickl, Richard; Van De Geer, Sara 38 2013 \(\ell_{0}\)-penalized maximum likelihood for sparse directed acyclic graphs. Zbl 1267.62037van de Geer, Sara; Bühlmann, Peter 26 2013 Correlated variables in regression: clustering and sparse estimation. Zbl 1278.62103Bühlmann, Peter; Rütimann, Philipp; van de Geer, Sara; Zhang, Cun-Hui 15 2013 The Bernstein-Orlicz norm and deviation inequalities. Zbl 1284.60060van de Geer, Sara; Lederer, Johannes 12 2013 The Lasso, correlated design, and improved oracle inequalities. Zbl 1327.62426van de Geer, Sara; Lederer, Johannes 10 2013 Discussion of: “Grouping strategies and thresholding for high dimension linear models”. Zbl 1432.62112van de Geer, Sara 8 2013 Generic chaining and the \(\ell _{1}\)-penalty. Zbl 1428.62335Van de Geer, Sara 1 2013 Quasi-likelihood and/or robust estimation in high dimensions. Zbl 1331.62354van de Geer, Sara; Müller, Patric 6 2012 Statistics for high-dimensional data. Methods, theory and applications. Zbl 1273.62015Bühlmann, Peter; van de Geer, Sara 395 2011 Oracle inequalities and optimal inference under group sparsity. Zbl 1306.62156Lounici, Karim; Pontil, Massimiliano; van de Geer, Sara; Tsybakov, Alexandre B. 74 2011 Estimation for high-dimensional linear mixed-effects models using \(\ell_1\)-penalization. Zbl 1246.62161Schelldorfer, Jürg; Bühlmann, Peter; van de Geer, Sara 29 2011 The adaptive and the thresholded Lasso for potentially misspecified models (and a lower bound for the Lasso). Zbl 1274.62471van de Geer, Sara; Bühlmann, Peter; Zhou, Shuheng 28 2011 The smooth-Lasso and other \(\ell _{1}+\ell _{2}\)-penalized methods. Zbl 1274.62443Hebiri, Mohamed; van de Geer, Sara 23 2011 \(\ell _{1}\)-regularization in high-dimensional statistical models. Zbl 05971198van de Geer, Sara 2 2011 Empirical processes in M-estimation. Reprint of the 2000 hardback ed. Zbl 1179.62073van de Geer, Sara A. 89 2010 \(\ell_{1}\)-penalization for mixture regression models. Zbl 1203.62128Städler, Nicolas; Bühlmann, Peter; Van de Geer, Sara 63 2010 Nemirovski’s inequalities revisited. Zbl 1213.60039Dümbgen, 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 1203.62129Städler, Nicolas; Bühlmann, Peter; Van de Geer, Sara 3 2010 On the conditions used to prove oracle results for the Lasso. Zbl 1327.62425van de Geer, Sara A.; Bühlmann, Peter 152 2009 High-dimensional additive modeling. Zbl 1360.62186Meier, Lukas; van de Geer, Sara; Bühlmann, Peter 121 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 1326.62076Mitchell, Charles; van de Geer, Sara 1 2009 The group Lasso for logistic regression. Zbl 1400.62276Meier, Lukas; van de Geer, Sara; Bühlmann, Peter 214 2008 High-dimensional generalized linear models and the lasso. Zbl 1138.62323van de Geer, Sara A. 164 2008 A moment bound for multi-hinge classifiers. Zbl 1225.68218Tarigan, Bernadetta; Van De Geer, Sara A. 1 2008 Lectures on empirical processes. Theory and statistical applications. Zbl 1132.62001del Barrio, Eustasio; Deheuvels, Paul; van de Geer, Sara 13 2007 On non-asymptotic bounds for estimation in generalized linear models with highly correlated design. Zbl 1176.62071van de Geer, Sara A. 3 2007 Testing against a high dimensional alternative. Zbl 1110.62002Goeman, Jelle J.; van de Geer, Sara A.; van Houwelingen, Hans C. 41 2006 Classifiers of support vector machine type with \(\ell_1\) complexity regularization. Zbl 1118.62067Tarigan, Bernadetta; van de Geer, Sara A. 23 2006 Square root penalty: Adaption to the margin in classification and in edge estimation. Zbl 1080.62047Tsybakov, A. B.; van de Geer, S. A. 18 2005 Asymptotics in empirical risk minimization. Zbl 1222.68267Mohammadi, Leila; Van De Geer, Sara 2 2005 Predicting survival using disease history: a model combining relative survival and frailty. Zbl 1090.62571Goeman, 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 1040.62089Linton, Oliver B.; Nielsen, Jens Perch; van de Geer, Sara 13 2003 Asymptotic theory for maximum likelihood in nonparametric mixture models. Zbl 1429.62117van de Geer, Sara 11 2003 Adaptive estimation with soft thresholding penalties. Zbl 1090.62534Loubes, Jean-Michel; van de Geer, Sara 12 2002 On Hoeffding’s inequality for dependent random variables. Zbl 1027.60013van de Geer, Sara A. 11 2002 M-estimation using penalties or sieves. Zbl 1030.62026van de Geer, Sara 10 2002 Least squares estimation with complexity penalties. Zbl 1005.62043van de Geer, Sara 15 2001 Applications of empirical process theory. Zbl 0953.62049Van de Geer, Sara A. 124 2000 On robust recursive nonparametric curve estimation. Zbl 0958.62035Belitser, Eduard; van de Geer, Sara 1 2000 Locally adaptive regression splines. Zbl 0871.62040Mammen, Enno; van de Geer, Sara 96 1997 Penalized quasi-likelihood estimation in partial linear models. Zbl 0906.62033Mammen, Enno; van de Geer, Sara 51 1997 Rates of convergence for the maximum likelihood estimator in mixture models. Zbl 0872.62039van de Geer, Sara 16 1996 Consistency for the least squares estimator in nonparametric regression. Zbl 0867.62027van de Geer, Sara; Wegkamp, Marten 12 1996 Exponential inequalities for martingales, with application to maximum likelihood estimation for counting processes. Zbl 0852.60019van de Geer, Sara 43 1995 The method of sieves and minimum contrast estimators. Zbl 0831.62029van de Geer, S. 11 1995 Asymptotic normality in mixture models. Zbl 0867.62026van de Geer, Sara 7 1995 Hellinger-consistency of certain nonparametric maximum likelihood estimators. Zbl 0779.62033Van de Geer, Sara 67 1993 Probabilistic analysis of the minimum weighted flowtime scheduling problem. Zbl 0761.90063Marchetti 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 0753.90045van de Geer, Sara; Stougie, Leen 6 1991 Estimating a regression function. Zbl 0709.62040van de Geer, Sara 55 1990 Regression analysis and empirical processes. Zbl 0641.62041van de Geer, S. A. 9 1988 A new approach to least-squares estimation, with applications. Zbl 0625.62046van de Geer, Sara 18 1987 The likelihood ratio test for the change point problem for exponentially distributed random variables. Zbl 0671.62019Haccou, Patsy; Meelis, Evert; van de Geer, Sara 15 1987 all cited Publications top 5 cited Publications all top 5 Cited by 2,692 Authors 56 Van de Geer, Sara Anna 45 Bühlmann, Peter 25 Lian, Heng 24 Huang, Jian 23 Fan, Jianqing 23 Tsybakov, Alexandre B. 18 Ma, Shuangge 17 Cheng, Guang 17 Mammen, Enno 17 Nickl, Richard 16 Zhang, Cun-Hui 13 Bradic, Jelena 13 Cui, Hengjian 13 Li, Runze 13 Wainwright, Martin J. 12 Dalalyan, Arnak S. 12 Liu, Han 12 Wellner, Jon August 11 Chernozhukov, Victor 11 Kolchinskiĭ, Vladimir I’ich 11 Lecué, Guillaume 11 Liang, Hua 11 Samworth, Richard J. 10 Wasserman, Larry Alan 10 Wegkamp, Marten H. 10 Zhu, Lixing 9 Guntuboyina, Adityanand 9 Lederer, Johannes 9 Lv, Jinchi 9 Meinshausen, Nicolai 9 Mendelson, Shahar 9 Munk, Axel 9 Sen, Bodhisattva 9 Tutz, Gerhard E. 9 Vieu, Philippe 9 Yuan, Ming 8 Alquier, Pierre 8 Cai, Tony Tony 8 Fan, Yingying 8 Kock, Anders Bredahl 8 Kohler, Michael 8 Liu, Yufeng 8 Raskutti, Garvesh 8 Shojaie, Ali 7 Aneiros-Pérez, Germán 7 Bellec, Pierre C. 7 Belloni, Alexandre 7 Bunea, Florentina 7 Candès, Emmanuel J. 7 Chatterjee, Sabyasachi 7 Claeskens, Gerda 7 Ghosal, Subhashis 7 Groeneboom, Piet 7 Honda, Toshio 7 Jiao, Yuling 7 Klopp, Olga 7 Kosorok, Michael R. 7 Kovac, Arne 7 Li, Hongzhe 7 Linton, Oliver Bruce 7 Loubes, Jean-Michel 7 Shang, Zuofeng 7 Suzuki, Taiji 7 Taylor, Jonathan E. 7 Tibshirani, Robert John 7 Tibshirani, Ryan J. 7 Zhang, Tong 7 Zheng, Zemin 7 Zou, Hui 6 Antoniadis, Anestis 6 Baraud, Yannick 6 Bartlett, Peter L. 6 Birgé, Lucien 6 Chetverikov, Denis 6 Fan, Xiequan 6 Gaïffas, Stéphane 6 Guo, Zijian 6 Hall, Peter Gavin 6 Han, Qiyang 6 Jordan, Michael Irwin 6 Kolar, Mladen 6 Koo, Ja-Yong 6 Lahiri, Soumendra Nath 6 Lei, Jing 6 Liao, Yuan 6 Meier, Lukas 6 Rigollet, Philippe 6 Rinaldo, Alessandro 6 Shah, Rajen Dinesh 6 Sun, Qiang 6 Van der Vaart, Adrianus Willem 6 Yu, Bin 6 Zhu, Ji 5 Carpentier, Alexandra 5 Davies, Patrick Laurie 5 Fadili, Jalal M. 5 Fang, Kuangnan 5 Foygel Barber, Rina 5 Guilloux, Agathe 5 Horowitz, Joel L. ...and 2,592 more Authors all top 5 Cited in 217 Serials 274 The Annals of Statistics 156 Electronic Journal of Statistics 84 Computational Statistics and Data Analysis 71 Journal of Multivariate Analysis 65 Bernoulli 63 Journal of Statistical Planning and Inference 61 Journal of the American Statistical Association 48 Journal of Machine Learning Research (JMLR) 41 Journal of Econometrics 31 Statistics and Computing 28 Statistics & Probability Letters 27 Statistical Science 25 Annals of the Institute of Statistical Mathematics 25 Communications in Statistics. Theory and Methods 24 Journal of Nonparametric Statistics 24 The Annals of Applied Statistics 21 Mathematical Programming. Series A. Series B 20 Probability Theory and Related Fields 20 Journal of Statistical Computation and Simulation 20 Test 20 Statistica Sinica 19 Biometrics 19 Statistics 19 Stochastic Processes and their Applications 18 Journal of Applied Statistics 17 Scandinavian Journal of Statistics 17 European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics 16 Computational Statistics 16 Communications in Statistics. Simulation and Computation 15 Journal of Computational and Graphical Statistics 14 Machine Learning 14 Statistical Papers 11 Metrika 11 Econometric Theory 10 Science China. Mathematics 9 Psychometrika 9 Annales de l’Institut Henri Poincaré. Probabilités et Statistiques 9 Journal of the Royal Statistical Society. Series B. Statistical Methodology 9 SIAM Journal on Mathematics of Data Science 8 Neural Computation 7 The Canadian Journal of Statistics 7 Biometrical Journal 7 Journal of Optimization Theory and Applications 7 Econometric Reviews 7 Comptes Rendus. Mathématique. Académie des Sciences, Paris 7 Statistical Applications in Genetics and Molecular Biology 7 Journal of the Korean Statistical Society 7 Advances in Data Analysis and Classification. ADAC 6 European Journal of Operational Research 6 Mathematical Methods of Statistics 6 Acta Mathematica Sinica. English Series 6 Statistical Methods and Applications 6 Sankhyā. Series A 5 Inverse Problems 5 Journal of Complexity 5 SIAM Journal on Optimization 5 Journal of Mathematical Imaging and Vision 5 Computational Optimization and Applications 5 Applied and Computational Harmonic Analysis 5 Lifetime Data Analysis 5 AStA. Advances in Statistical Analysis 5 SIAM Journal on Imaging Sciences 5 Journal of the Operations Research Society of China 4 Journal of the Franklin Institute 4 The Annals of Probability 4 Acta Mathematicae Applicatae Sinica. English Series 4 Journal of Theoretical Probability 4 The Annals of Applied Probability 4 Journal of Global Optimization 4 Journal of the European Mathematical Society (JEMS) 4 Analysis and Applications (Singapore) 4 Mathematical Statistics and Learning 4 Japanese Journal of Statistics and Data Science 3 Journal of Mathematical Analysis and Applications 3 Automatica 3 Operations Research 3 Statistica Neerlandica 3 Operations Research Letters 3 Constructive Approximation 3 Annals of Operations Research 3 Pattern Recognition 3 SIAM Journal on Scientific Computing 3 Electronic Communications in Probability 3 Optimization Methods & Software 3 Foundations of Computational Mathematics 3 Journal of Systems Science and Complexity 3 Acta Mathematica Scientia. Series B. (English Edition) 3 Computational & Mathematical Methods in Medicine 3 Journal of Statistical Theory and Practice 3 Statistics Surveys 3 Sankhyā. Series B 3 SIAM/ASA Journal on Uncertainty Quantification 2 International Journal of Control 2 Lithuanian Mathematical Journal 2 Mathematical Biosciences 2 Journal of Computational and Applied Mathematics 2 SIAM Journal on Numerical Analysis 2 Chinese Annals of Mathematics. Series B 2 International Journal of Approximate Reasoning 2 Mathematical and Computer Modelling ...and 117 more Serials all top 5 Cited in 32 Fields 1,588 Statistics (62-XX) 212 Numerical analysis (65-XX) 198 Probability theory and stochastic processes (60-XX) 160 Computer science (68-XX) 128 Operations research, mathematical programming (90-XX) 51 Biology and other natural sciences (92-XX) 40 Information and communication theory, circuits (94-XX) 35 Functional analysis (46-XX) 31 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 22 Calculus of variations and optimal control; optimization (49-XX) 19 Combinatorics (05-XX) 15 Approximations and expansions (41-XX) 15 Systems theory; control (93-XX) 13 Linear and multilinear algebra; matrix theory (15-XX) 11 Operator theory (47-XX) 10 Partial differential equations (35-XX) 9 Harmonic analysis on Euclidean spaces (42-XX) 7 Convex and discrete geometry (52-XX) 5 General and overarching topics; collections (00-XX) 5 Integral equations (45-XX) 4 History and biography (01-XX) 4 Ordinary differential equations (34-XX) 4 Statistical mechanics, structure of matter (82-XX) 3 Real functions (26-XX) 3 Manifolds and cell complexes (57-XX) 2 Global analysis, analysis on manifolds (58-XX) 1 Special functions (33-XX) 1 Differential geometry (53-XX) 1 General topology (54-XX) 1 Algebraic topology (55-XX) 1 Astronomy and astrophysics (85-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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