| Publication | Date of Publication | Type |
|---|
| An alternative to synthetic control for models with many covariates under sparsity | 2024-03-22 | Paper |
| Assigning topics to documents by successive projections | 2024-01-04 | Paper |
| Variable selection, monotone likelihood ratio and group sparsity | 2023-05-10 | Paper |
| Estimation of the \(\ell_2\)-norm and testing in sparse linear regression with unknown variance | 2022-09-28 | Paper |
| Improved Clustering Algorithms for the Bipartite Stochastic Block Model | 2022-05-30 | Paper |
| Adaptive robust estimation in sparse vector model | 2021-09-28 | Paper |
| Estimation of the $l_2$-norm and testing in sparse linear regression with unknown variance | 2020-10-26 | Paper |
| Optimal Variable Selection and Adaptive Noisy Compressed Sensing | 2020-09-29 | Paper |
| Aggregation of estimators and stochastic optimization | 2020-08-31 | Paper |
| On estimation of nonsmooth functionals of sparse normal means | 2020-04-27 | Paper |
| Minimax rate of testing in sparse linear regression | 2020-04-22 | Paper |
| Algorithms of robust stochastic optimization based on mirror descent method | 2020-01-28 | Paper |
| Structured matrix estimation and completion | 2019-09-25 | Paper |
| Sparse covariance matrix estimation in high-dimensional deconvolution | 2019-06-14 | Paper |
| Linear and Conic Programming Estimators in High Dimensional Errors-in-variables Models | 2019-05-09 | Paper |
| High-dimensional instrumental variables regression and confidence sets -- v2/2012 | 2018-12-29 | Paper |
| Towards the study of least squares estimators with convex penalty | 2018-11-23 | Paper |
| Optimal adaptive estimation of linear functionals under sparsity | 2018-10-30 | Paper |
| Slope meets Lasso: improved oracle bounds and optimality | 2018-10-25 | Paper |
| Variable selection with Hamming loss | 2018-10-24 | Paper |
| Bounds on the prediction error of penalized least squares estimators with convex penalty | 2018-03-08 | Paper |
| Robust matrix completion | 2018-02-05 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4589004 | 2017-11-06 | Paper |
| Minimax estimation of linear and quadratic functionals on sparsity classes | 2017-08-03 | Paper |
| Oracle inequalities for network models and sparse graphon estimation | 2017-05-02 | Paper |
| Empirical entropy, minimax regret and minimax risk | 2017-04-05 | Paper |
| Discussion of ``Influential features PCA for high dimensional clustering | 2017-02-13 | Paper |
| Comment | 2017-01-20 | Paper |
| Estimation of low-rank covariance function | 2016-11-02 | Paper |
| Estimation of matrices with row sparsity | 2016-10-19 | Paper |
| Bounds on the prediction error of penalized least squares estimators with convex penalty | 2016-09-21 | Paper |
| An \(\{\ell_{1},\ell_{2},\ell_{\infty}\}\)-regularization approach to high-dimensional errors-in-variables models | 2016-09-07 | Paper |
| Sparse estimation by exponential weighting | 2016-03-03 | Paper |
| Discussion of ``Estimating structured high-dimensional covariance and precision matrices: optimal rates and adaptive estimation | 2016-03-03 | Paper |
| Sharp oracle bounds for monotone and convex regression through aggregation | 2016-02-19 | Paper |
| To the memory of Yu. I. Ingster | 2016-01-28 | Paper |
| Improved matrix uncertainty selector | 2015-07-30 | Paper |
| Pivotal Estimation in High-Dimensional Regression via Linear Programming | 2015-07-20 | Paper |
| Optimal exponential bounds on the accuracy of classification | 2015-01-09 | Paper |
| Statistical inference in compound functional models | 2014-04-25 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4928580 | 2013-06-14 | Paper |
| Detection boundary in sparse regression | 2013-05-27 | Paper |
| On Walsh code assignment | 2013-04-03 | Paper |
| Discussion: Latent variable graphical model selection via convex optimization | 2013-03-07 | Paper |
| Sparse regression learning by aggregation and Langevin Monte-Carlo | 2012-08-17 | Paper |
| Mirror averaging with sparsity priors | 2012-08-09 | Paper |
| Remark on ``Recursive aggregation of estimators by the mirror descent algorithm with averaging | 2012-05-09 | Paper |
| Estimation of Covariance Matrices under Sparsity Constraints | 2012-05-06 | Paper |
| Nuclear-norm penalization and optimal rates for noisy low-rank matrix completion | 2012-02-21 | Paper |
| Oracle inequalities and optimal inference under group sparsity | 2011-12-08 | Paper |
| Exponential screening and optimal rates of sparse estimation | 2011-06-29 | Paper |
| Estimation of high-dimensional low-rank matrices | 2011-06-29 | Paper |
| Sparse recovery under matrix uncertainty | 2010-11-15 | Paper |
| SPADES and mixture models | 2010-08-24 | Paper |
| Classification of sparse high-dimensional vectors | 2010-05-08 | Paper |
| Learning Theory and Kernel Machines | 2010-03-23 | Paper |
| Linear and convex aggregation of density estimators | 2009-10-13 | Paper |
| Change-point estimation from indirect observations. 1. Minimax complexity | 2009-10-08 | Paper |
| Change-point estimation from indirect observations. 2. Adaptation | 2009-10-08 | Paper |
| Simultaneous analysis of Lasso and Dantzig selector | 2009-07-22 | Paper |
| Nonparametric estimation of composite functions | 2009-05-20 | Paper |
| Aggregation by exponential weighting, sharp PAC-Bayesian bounds and sparsity | 2009-03-31 | Paper |
| Sparse classification boundaries | 2009-03-27 | Paper |
| Learning by mirror averaging | 2008-11-18 | Paper |
| Introduction to nonparametric estimation | 2008-10-29 | Paper |
| Sharp Optimality in Density Deconvolution with Dominating Bias. I | 2008-08-21 | Paper |
| Sharp Optimality in Density Deconvolution with Dominating Bias. II | 2008-08-21 | Paper |
| Sparsity oracle inequalities for the Lasso | 2008-05-14 | Paper |
| Hierarchical selection of variables in sparse high-dimensional regression | 2008-01-08 | Paper |
| Aggregation by Exponential Weighting and Sharp Oracle Inequalities | 2008-01-03 | Paper |
| Sparse Density Estimation with ℓ1 Penalties | 2008-01-03 | Paper |
| Aggregation for Gaussian regression | 2007-10-17 | Paper |
| Aggregation and Sparsity Via ℓ1 Penalized Least Squares | 2007-09-14 | Paper |
| Fast learning rates for plug-in classifiers | 2007-09-03 | Paper |
| Recursive aggregation of estimators by the mirror descent algorithm with averaging | 2006-10-26 | Paper |
| Penalized maximum likelihood and semiparametric second-order efficiency | 2006-06-21 | Paper |
| Optimal change-point estimation from indirect observations | 2006-06-21 | Paper |
| Square root penalty: Adaption to the margin in classification and in edge estimation | 2005-10-18 | Paper |
| Fast learning rates for plug-in classifiers under the margin condition | 2005-07-08 | Paper |
| Estimating the endpoint of a distribution in the presence of additive observation errors | 2005-04-07 | Paper |
| Block Thresholding and Sharp Adaptive Estimation in Severely Ill-Posed Inverse Problems | 2004-12-16 | Paper |
| Testing Linearity in an AR Errors-in-variables Model with Application to Stochastic Volatility | 2004-11-29 | Paper |
| Optimal aggregation of classifiers in statistical learning. | 2004-11-05 | Paper |
| Aggregation for Regression Learning | 2004-10-07 | Paper |
| Exact constants for pointwise adaptive estimation under the Riesz transform | 2004-10-05 | Paper |
| Introduction to nonparametric estimation | 2003-09-23 | Paper |
| Testing Hypotheses About Contours in Images | 2003-07-13 | Paper |
| Optimal prediction for linear regression with infinitely many parameters. | 2003-04-02 | Paper |
| Penalized blockwise Stein's method, monotone oracles and sharp adaptive estimation | 2003-02-10 | Paper |
| Sharp adaptation for inverse problems with random noise | 2002-12-01 | Paper |
| Sharp adaptive estimation of linear functionals. | 2002-11-14 | Paper |
| Adaptive prediction and estimation in linear regression with infinitely many parameters. | 2002-11-14 | Paper |
| Oracle inequalities for inverse problems | 2002-11-14 | Paper |
| Smooth discrimination analysis | 2001-06-05 | Paper |
| Asymptotically exact nonparametric hypothesis testing in sup-norm and at a fixed point | 2001-03-12 | Paper |
| Exact asymptotic minimax constants for the estimation of analytical functions in \(L_p\) | 2001-02-13 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4494146 | 2000-08-10 | Paper |
| On the best rate of adaptive estimation in some inverse problems | 2000-08-10 | Paper |
| Nonparametric vector autoregression | 2000-06-13 | Paper |
| Pointwise and sup-norm sharp adaptive estimation of functions on the Sobolev classes | 1999-12-20 | Paper |
| Asymptotic efficiency in estimation of a convex set | 1999-03-16 | Paper |
| Local polynomial estimators of the volatility function in nonparametric autoregression | 1999-01-27 | Paper |
| Asymptotically efficient signal estimation in \(L_2\) under general loss functions | 1998-07-15 | Paper |
| Wavelets, approximation, and statistical applications | 1998-06-24 | Paper |
| On nonparametric estimation of density level sets | 1997-08-28 | Paper |
| Nonparametric Recursive Variance Estimation | 1997-04-29 | Paper |
| Asymptotically efficient estimation of analytic functions in Gaussian noise | 1997-04-16 | Paper |
| Additive nonparametric regression on principal components | 1997-03-02 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4893036 | 1996-09-01 | Paper |
| Asymptotical minimax recovery of sets with smooth boundaries | 1996-04-08 | Paper |
| Estimation of non-sharp support boundaries | 1996-02-13 | Paper |
| Efficient estimation of monotone boundaries | 1996-01-18 | Paper |
| Visual Error Criteria for Qualitative Smoothing | 1995-08-21 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4833583 | 1995-05-18 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4323988 | 1995-03-23 | Paper |
| Nonparametric recursive estimation in nonlinear ARX-models | 1994-12-05 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3137074 | 1994-05-16 | Paper |
| Estimation of the density support and its functionals | 1994-01-09 | Paper |
| Minimax theory of image reconstruction | 1993-11-21 | Paper |
| How sensitive are average derivatives? | 1993-08-25 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4037078 | 1993-05-18 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4037080 | 1993-05-18 | Paper |
| A Family of Asymptotically Optimal Methods for Choosing the Order of a Projective Regression Estimate | 1993-04-01 | Paper |
| Bandwidth Choice for Average Derivative Estimation | 1993-04-01 | Paper |
| Optimal and robust kernel algorithms for passive stochastic approximation | 1992-10-12 | Paper |
| Optimal estimation accuracy of nonsmooth images | 1992-06-25 | Paper |
| Optimal rates of convergence of estimates in the stochastic problem of computerized tomography | 1991-01-01 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3349791 | 1991-01-01 | Paper |
| Asymptotic Optimality of the $C_p$-Test for the Orthogonal Series Estimation of Regression | 1990-01-01 | Paper |
| Optimal order of accuracy of search algorithms in stochastic optimization | 1990-01-01 | Paper |
| Recursive estimation of the mode of a multivariate distribution | 1990-01-01 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3481112 | 1990-01-01 | Paper |
| Passive stochastic approximation | 1989-01-01 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3484191 | 1989-01-01 | Paper |
| Robust nonparametric regression with simultaneous scale curve estimation | 1988-01-01 | Paper |
| On the Choice of the Bandwidth in Kernel Nonparametric Regression | 1987-01-01 | Paper |
| Transmission accuracy of a continuous signal with binary quantization | 1987-01-01 | Paper |
| Robust estimates of linear model parameters in noise having a moving average | 1987-01-01 | Paper |
| Asymptotic normality of M-estimates | 1987-01-01 | Paper |
| Robust reconstruction of functions by the local-approximation method | 1986-01-01 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3468455 | 1986-01-01 | Paper |
| Rate of convergence of nonparametric estimates of maximum-likelihood type | 1985-01-01 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3680079 | 1984-01-01 | Paper |
| Signal processing by the nonparametric maximum-likelihood method | 1984-01-01 | Paper |
| Robust estimates of a function | 1983-01-01 | Paper |
| Convergence of nonparametric robust algorithms of reconstruction of functions | 1983-01-01 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3339097 | 1983-01-01 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3965404 | 1982-01-01 | Paper |
| Nonparametric signal estimation when there is incomplete information on the noise distribution | 1982-01-01 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3931279 | 1981-01-01 | Paper |
| A method of minimization of the empirical risk in identification problems | 1981-01-01 | Paper |
| Error bounds for the method of minimization of empirical risk | 1981-01-01 | Paper |
