Exponential Screening and optimal rates of sparse estimation

12 March 2010

Papers citing "Exponential Screening and optimal rates of sparse estimation"

31 / 31 papers shown

Title
Targeting Underrepresented Populations in Precision Medicine: A Federated Transfer Learning Approach Sai Li Tianxi Cai R. Duan 26 45 0 27 Aug 2021
Transfer Learning for High-dimensional Linear Regression: Prediction, Estimation, and Minimax Optimality Sai Li T. Tony Cai Hongzhe Li 46 157 0 18 Jun 2020
On Robustness of Principal Component Regression Anish Agarwal Devavrat Shah Dennis Shen Dogyoon Song 29 81 0 28 Feb 2019
On Cross-validation for Sparse Reduced Rank Regression Yiyuan She Hoang Tran 23 15 0 30 Dec 2018
Adaptive Density Estimation on Bounded Domains Karine Bertin Salima El Kolei N. Klutchnikoff 13 7 0 25 Oct 2018
Prediction and estimation consistency of sparse multi-class penalized optimal scoring Irina Gaynanova 27 11 0 12 Sep 2018
Approximation and Estimation for High-Dimensional Deep Learning Networks Andrew R. Barron Jason M. Klusowski 27 59 0 10 Sep 2018
Structured Matrix Estimation and Completion Olga Klopp Yu Lu Alexandre B. Tsybakov Harrison H. Zhou 37 20 0 07 Jul 2017
Localized Gaussian width of $M$ -convex hulls with applications to Lasso and convex aggregation Pierre C. Bellec 19 17 0 30 May 2017
Near-linear time approximation algorithms for optimal transport via Sinkhorn iteration Jason M. Altschuler Jonathan Niles-Weed Philippe Rigollet OT 23 583 0 26 May 2017
Optimal Kullback-Leibler Aggregation in Mixture Density Estimation by Maximum Likelihood A. Dalalyan M. Sebbar FedML 39 9 0 18 Jan 2017
Oracle Inequalities for High-dimensional Prediction Johannes Lederer Lu Yu Irina Gaynanova 31 24 0 01 Aug 2016
On cross-validated Lasso in high dimensions Denis Chetverikov Z. Liao Victor Chernozhukov 27 80 0 07 May 2016
Sparse Nonlinear Regression: Parameter Estimation and Asymptotic Inference Zhuoran Yang Zhaoran Wang Han Liu Yonina C. Eldar Tong Zhang 6 43 0 14 Nov 2015
Robust Reduced Rank Regression Yiyuan She Kun Chen 23 58 0 14 Sep 2015
A General Framework for Bayes Structured Linear Models Chao Gao A. van der Vaart Harrison H. Zhou 42 57 0 06 Jun 2015
Graphical Exponential Screening Zhe Liu 36 2 0 09 Mar 2015
Prediction error of cross-validated Lasso S. Chatterjee Jafar Jafarov 48 42 0 23 Feb 2015
Minimax estimation of linear and quadratic functionals on sparsity classes O. Collier L. Comminges Alexandre B. Tsybakov 25 17 0 02 Feb 2015
Group Regularized Estimation under Structural Hierarchy Yiyuan She Zhifeng Wang He Jiang 51 47 0 17 Nov 2014
Robust Orthogonal Complement Principal Component Analysis Yiyuan She Shijie Li Dapeng Wu 27 25 0 05 Oct 2014
Optimal bounds for aggregation of affine estimators Pierre C. Bellec 28 25 0 01 Oct 2014
Sparse Partially Linear Additive Models Yin Lou Jacob Bien R. Caruana J. Gehrke 38 56 0 17 Jul 2014
A new perspective on least squares under convex constraint S. Chatterjee 53 114 0 04 Feb 2014
Aggregation of Affine Estimators Dong Dai Philippe Rigollet Lucy Xia Tong Zhang FedML 36 36 0 12 Nov 2013
Empirical entropy, minimax regret and minimax risk Alexander Rakhlin Karthik Sridharan Alexandre B. Tsybakov 52 81 0 06 Aug 2013
Variable Selection with Exponential Weights and $l_0$ -Penalization E. Arias-Castro Karim Lounici 70 8 0 13 Aug 2012
Sparse Estimation by Exponential Weighting Philippe Rigollet Alexandre B. Tsybakov 77 121 0 25 Aug 2011
Sharp Oracle Inequalities for Aggregation of Affine Estimators A. Dalalyan Joseph Salmon 56 85 0 20 Apr 2011
Mirror averaging with sparsity priors A. Dalalyan Alexandre B. Tsybakov 104 59 0 05 Mar 2010
High-dimensional generalized linear models and the lasso Sara van de Geer 194 749 0 04 Apr 2008