Nearly unbiased variable selection under minimax concave penalty

25 February 2010

Papers citing "Nearly unbiased variable selection under minimax concave penalty"

50 / 689 papers shown

Title
Controlling the false discovery rate via knockoffs Rina Foygel Barber Emmanuel J. Candès 41 742 0 22 Apr 2014
Face Detection with a 3D Model Adrian Barbu Nathan S. Lay Gary Gramajo 3DH 3DPC CVBM 30 5 0 14 Apr 2014
Don't Fall for Tuning Parameters: Tuning-Free Variable Selection in High Dimensions With the TREX Johannes Lederer Christian L. Müller 36 55 0 02 Apr 2014
Selective Factor Extraction in High Dimensions Yiyuan She 45 0 0 25 Mar 2014
Strong rules for nonconvex penalties and their implications for efficient algorithms in high-dimensional regression Sangin Lee P. Breheny 41 12 0 12 Mar 2014
Adaptive Estimation in Two-way Sparse Reduced-rank Regression Zhuang Ma Zongming Ma Tingni Sun 45 34 0 08 Mar 2014
Bayesian linear regression with sparse priors I. Castillo Johannes Schmidt-Hieber A. van der Vaart 60 374 0 04 Mar 2014
Better Solution Principle: A Facet of Concordance between Optimization and Statistics Shifeng Xiong 37 3 0 16 Feb 2014
Schatten- $p$ Quasi-Norm Regularized Matrix Optimization via Iterative Reweighted Singular Value Minimization Zhaosong Lu Yong Zhang 48 11 0 05 Jan 2014
Concave Penalized Estimation of Sparse Gaussian Bayesian Networks Bryon Aragam Qing Zhou CML 57 107 0 04 Jan 2014
Feature Augmentation via Nonparametrics and Selection (FANS) in High Dimensional Classification Jianqing Fan Yang Feng Jiancheng Jiang X. Tong 63 42 0 31 Dec 2013
Adaptive Threshold Estimation by FDR Wenhua Jiang Cun-Hui Zhang 28 2 0 30 Dec 2013
The Bernstein Function: A Unifying Framework of Nonconvex Penalization in Sparse Estimation Zhihua Zhang 43 0 0 17 Dec 2013
Semi-Penalized Inference with Direct False Discovery Rate Control in High-Dimensions Jian Huang Shuangge Ma Cun-Hui Zhang Yong Zhou 65 6 0 29 Nov 2013
Calibrating nonconvex penalized regression in ultra-high dimension Lan Wang Yongdai Kim Runze Li 70 169 0 20 Nov 2013
Regularized estimation in sparse high-dimensional time series models Sumanta Basu George Michailidis AI4TS 51 422 0 17 Nov 2013
Combined l_1 and greedy l_0 penalized least squares for linear model selection P. Pokarowski J. Mielniczuk 50 16 0 22 Oct 2013
Feature Selection with Annealing for Computer Vision and Big Data Learning Adrian Barbu Yiyuan She Liangjing Ding Gary Gramajo 44 102 0 10 Oct 2013
A Unified Primal Dual Active Set Algorithm for Nonconvex Sparse Recovery Jian Huang Yuling Jiao Bangti Jin Jin Liu Xiliang Lu Can Yang 62 0 0 04 Oct 2013
Sparse and Functional Principal Components Analysis Genevera I. Allen Michael Weylandt 24 17 0 11 Sep 2013
High dimensional generalized empirical likelihood for moment restrictions with dependent data Jinyuan Chang Songxi Chen Xiaohong Chen 63 52 0 27 Aug 2013
Likelihood Adaptively Modified Penalties Yang Feng Tengfei Li Z. Ying 37 5 0 23 Aug 2013
Challenges of Big Data Analysis Jianqing Fan Fang Han Han Liu 74 1,278 0 07 Aug 2013
Kinetic Energy Plus Penalty Functions for Sparse Estimation Zhihua Zhang Shibo Zhao Zebang Shen Shuchang Zhou 45 2 0 22 Jul 2013
Statistical Inferences Using Large Estimated Covariances for Panel Data and Factor Models Jushan Bai Yuan Liao 38 20 0 10 Jul 2013
Optimal Feature Selection in High-Dimensional Discriminant Analysis Mladen Kolar Han Liu 33 25 0 27 Jun 2013
Optimal computational and statistical rates of convergence for sparse nonconvex learning problems Zhaoran Wang Han Liu Tong Zhang 33 175 0 20 Jun 2013
Relaxed Sparse Eigenvalue Conditions for Sparse Estimation via Non-convex Regularized Regression Zheng Pan Changshui Zhang 38 13 0 14 Jun 2013
Confidence Intervals and Hypothesis Testing for High-Dimensional Regression Adel Javanmard Andrea Montanari 28 760 0 13 Jun 2013
Regularized M-estimators with nonconvexity: Statistical and algorithmic theory for local optima Po-Ling Loh Martin J. Wainwright 33 513 0 10 May 2013
A General Iterative Shrinkage and Thresholding Algorithm for Non-convex Regularized Optimization Problems Pinghua Gong Changshui Zhang Zhaosong Lu Jianhua Z. Huang Jieping Ye 59 399 0 18 Mar 2013
Estimation of oblique structure via penalized likelihood factor analysis K. Hirose Michio Yamamoto CML 56 48 0 22 Feb 2013
High-Dimensional Sparse Additive Hazards Regression Wei Lin Jinchi Lv 55 78 0 26 Dec 2012
Better subset regression Shifeng Xiong 42 44 0 04 Dec 2012
Variable selection in linear mixed effects models Yingying Fan Runze Li 34 127 0 02 Nov 2012
APPLE: Approximate Path for Penalized Likelihood Estimators Yi Yu Yang Feng 54 13 0 02 Nov 2012
Strong oracle optimality of folded concave penalized estimation Jianqing Fan Lingzhou Xue H. Zou 54 302 0 22 Oct 2012
A Rank-Corrected Procedure for Matrix Completion with Fixed Basis Coefficients Weimin Miao S. Pan Defeng Sun 45 44 0 13 Oct 2012
Towards Ultrahigh Dimensional Feature Selection for Big Data Mingkui Tan Ivor W. Tsang Li Wang 56 154 0 24 Sep 2012
Group descent algorithms for nonconvex penalized linear and logistic regression models with grouped predictors P. Breheny Jian Huang 108 280 0 10 Sep 2012
Residual variance and the signal-to-noise ratio in high-dimensional linear models Lee H. Dicker 48 5 0 31 Aug 2012
Preconditioning to comply with the Irrepresentable Condition Jinzhu Jia Karl Rohe 41 25 0 28 Aug 2012
Nonconcave penalized composite conditional likelihood estimation of sparse Ising models Lingzhou Xue H. Zou Tianxi Cai 63 87 0 17 Aug 2012
Variable Selection with Exponential Weights and $l_0$ -Penalization E. Arias-Castro Karim Lounici 72 8 0 13 Aug 2012
Fast Sparse Superposition Codes have Exponentially Small Error Probability for R < C Antony Joseph Andrew R. Barron 59 10 0 10 Jul 2012
Nearly optimal minimax estimator for high-dimensional sparse linear regression Li Zhang 38 12 0 27 Jun 2012
Sparse estimation via nonconcave penalized likelihood in a factor analysis model K. Hirose Michio Yamamoto 49 81 0 26 May 2012
Adaptive robust variable selection Jianqing Fan Yingying Fan Emre Barut 101 199 0 22 May 2012
Variance function estimation in high-dimensions Mladen Kolar James Sharpnack 46 12 0 21 May 2012
Covariate assisted screening and estimation Z. Ke Jiashun Jin Jianqing Fan 51 21 0 21 May 2012