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UPS delivers optimal phase diagram in high-dimensional variable selection

25 October 2010

Papers citing "UPS delivers optimal phase diagram in high-dimensional variable selection"

20 / 20 papers shown

Title
High-dimensional variable selection with heterogeneous signals: A precise asymptotic perspective Saptarshi Roy Ambuj Tewari Ziwei Zhu 70 5 0 05 Jan 2022
Variable selection, monotone likelihood ratio and group sparsity C. Butucea E. Mammen M. Ndaoud Alexandre B. Tsybakov 107 4 0 30 Dec 2021
Best subset selection is robust against design dependence Yongyi Guo Ziwei Zhu Jianqing Fan 51 7 0 03 Jul 2020
Weak Signal Inclusion Under Sparsity and Dependence X. J. Jeng Yifei Hu 34 1 0 28 Jun 2020
Iterative Algorithm for Discrete Structure Recovery Chao Gao A. Zhang 500 32 0 04 Nov 2019
On the rate of concentration of maxima in Gaussian arrays Rafail Kartsioukas Zhengyuan Gao Stilian A. Stoev 50 1 0 09 Oct 2019
Fundamental Limits of Exact Support Recovery in High Dimensions Zhengyuan Gao Stilian A. Stoev 83 16 0 13 Nov 2018
Optimal variable selection and adaptive noisy Compressed Sensing M. Ndaoud Alexandre B. Tsybakov 277 24 0 10 Sep 2018
Global testing under the sparse alternatives for single index models Q. Lin Zhigen Zhao Jun S. Liu 32 0 0 04 May 2018
Variable Selection via Adaptive False Negative Control in Linear Regression X. J. Jeng Xiongzhi Chen 63 9 0 20 Apr 2018
Distribution-free Multiple Testing E. Arias-Castro Shiyun Chen OOD 72 63 0 26 Apr 2016
Adaptive variable selection in nonparametric sparse additive models C. Butucea N. Stepanova 79 13 0 26 Aug 2015
Improving heritability estimation by a variable selection approach in sparse high dimensional linear mixed models Anna Bonnet Céline Lévy-Leduc Elisabeth Gassiat R. Toro T. Bourgeron 62 5 0 22 Jul 2015
Higher Criticism for Large-Scale Inference, Especially for Rare and Weak Effects D. Donoho Jiashun Jin 122 131 0 17 Oct 2014
Rare and Weak effects in Large-Scale Inference: methods and phase diagrams Jiashun Jin Tracy Ke 98 49 0 16 Oct 2014
Detection and Feature Selection in Sparse Mixture Models Nicolas Verzélen E. Arias-Castro 159 42 0 07 May 2014
Optimal classification in sparse Gaussian graphic model Yingying Fan Jiashun Jin Zhigang Yao 106 38 0 21 Dec 2012
Variable Selection with Exponential Weights and $l_0$ -Penalization E. Arias-Castro Karim Lounici 153 8 0 13 Aug 2012
Optimality of Graphlet Screening in High Dimensional Variable Selection Jiashun Jin Cun-Hui Zhang Qi Zhang 125 45 0 29 Apr 2012
High-dimensional regression with unknown variance Christophe Giraud S. Huet Nicolas Verzélen 124 63 0 26 Sep 2011