Rejoinder: One-step sparse estimates in nonconcave penalized likelihood models

7 August 2008

Papers citing "Rejoinder: One-step sparse estimates in nonconcave penalized likelihood models"

50 / 216 papers shown

Title
Global solutions to folded concave penalized nonconvex learning Hongcheng Liu Tao Yao Runze Li 13 30 0 24 Mar 2016
Partially linear additive quantile regression in ultra-high dimension Ben Sherwood Lan Wang 22 110 0 22 Jan 2016
Guarding against Spurious Discoveries in High Dimensions Jianqing Fan Wen-Xin Zhou 8 17 0 05 Dec 2015
A Distributed One-Step Estimator Cheng Huang X. Huo FedML 8 80 0 04 Nov 2015
Model selection and structure specification in ultra-high dimensional generalised semi-varying coefficient models Degui Li Y. Ke Wenyang Zhang 14 35 0 29 Oct 2015
Nonconvex Penalization in Sparse Estimation: An Approach Based on the Bernstein Function Zhihua Zhang 17 0 0 29 Oct 2015
Regularization vs. Relaxation: A conic optimization perspective of statistical variable selection Hongbo Dong Kun Chen Jeff T. Linderoth 39 59 0 20 Oct 2015
Functional additive regression Yingying Fan Gareth M. James P. Radchenko 38 138 0 14 Oct 2015
Penalized estimation in large-scale generalized linear array models Adam Lund Martin Vincent N. Hansen 17 5 0 12 Oct 2015
Another Look at DWD: Thrifty Algorithm and Bayes Risk Consistency in RKHS Boxiang Wang H. Zou 9 2 0 24 Aug 2015
$A MAP approach for $\ell_q$-norm regularized sparse parameter estimation using the EM algorithm$ A MAP approach for $\ell_q$ -norm regularized sparse parameter estimation using the EM algorithm Rodrigo Carvajal J. C. Agüero Boris I. Godoy Dimitrios Katselis 19 4 0 05 Aug 2015
Best Subset Selection via a Modern Optimization Lens Dimitris Bertsimas Angela King Rahul Mazumder 35 657 0 11 Jul 2015
I-LAMM for Sparse Learning: Simultaneous Control of Algorithmic Complexity and Statistical Error Jianqing Fan Han Liu Qiang Sun Tong Zhang 24 115 0 03 Jul 2015
Asymptotic properties of one-step $M$ -estimators based on nonidentically distributed observations with applications to nonlinear regression problems Y. Linke 33 1 0 11 Mar 2015
Are Discoveries Spurious? Distributions of Maximum Spurious Correlations and Their Applications Jianqing Fan Q. Shao Wen-Xin Zhou 35 38 0 14 Feb 2015
Strong NP-Hardness for Sparse Optimization with Concave Penalty Functions Yichen Chen Dongdong Ge Mengdi Wang Zizhuo Wang Yinyu Ye Hao Yin 39 10 0 04 Jan 2015
On Semiparametric Exponential Family Graphical Models Zhuoran Yang Y. Ning Han Liu 38 32 0 30 Dec 2014
Pathwise Coordinate Optimization for Sparse Learning: Algorithm and Theory T. Zhao Han Liu Tong Zhang 32 46 0 23 Dec 2014
Support recovery without incoherence: A case for nonconvex regularization Po-Ling Loh Martin J. Wainwright 37 166 0 17 Dec 2014
Mean and variance estimation in high-dimensional heteroscedastic models with non-convex penalties James Sharpnack Mladen Kolar 26 1 0 29 Oct 2014
A Greedy Homotopy Method for Regression with Nonconvex Constraints Fabian L. Wauthier P. Donnelly 24 1 0 27 Oct 2014
Asymptotically Honest Confidence Regions for High Dimensional Parameters by the Desparsified Conservative Lasso Mehmet Caner Anders Bredahl Kock 48 70 0 15 Oct 2014
DC approximation approaches for sparse optimization Hoai An Le Thi T. P. Dinh L. Minh X. T. Vo 35 197 0 01 Jul 2014
Comparisons of penalized least squares methods by simulations Ke Zhang Fan Yin Shifeng Xiong 35 6 0 08 May 2014
High Dimensional Semiparametric Latent Graphical Model for Mixed Data Jianqing Fan Han Liu Y. Ning H. Zou 34 120 0 29 Apr 2014
Strong rules for nonconvex penalties and their implications for efficient algorithms in high-dimensional regression Sangin Lee P. Breheny 33 12 0 12 Mar 2014
Better Solution Principle: A Facet of Concordance between Optimization and Statistics Shifeng Xiong 37 3 0 16 Feb 2014
Inference in High Dimensions with the Penalized Score Test Arend Voorman Ali Shojaie Daniela Witten 30 35 0 12 Jan 2014
The Bernstein Function: A Unifying Framework of Nonconvex Penalization in Sparse Estimation Zhihua Zhang 38 0 0 17 Dec 2013
Iterative Log Thresholding Dmitry Malioutov Aleksandr Aravkin 42 37 0 05 Dec 2013
Calibrating nonconvex penalized regression in ultra-high dimension Lan Wang Yongdai Kim Runze Li 70 169 0 20 Nov 2013
Impacts of high dimensionality in finite samples Jinchi Lv 36 20 0 12 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
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
Compound Poisson Processes, Latent Shrinkage Priors and Bayesian Nonconvex Penalization Zhi-Hao Zhang Jin Li 48 2 0 28 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
On b-bit min-wise hashing for large-scale regression and classification with sparse data Rajen Dinesh Shah N. Meinshausen 76 6 0 06 Aug 2013
Kinetic Energy Plus Penalty Functions for Sparse Estimation Zhihua Zhang Shibo Zhao Zebang Shen Shuchang Zhou 40 2 0 22 Jul 2013
Optimal computational and statistical rates of convergence for sparse nonconvex learning problems Zhaoran Wang Han Liu Tong Zhang 30 175 0 20 Jun 2013
Relaxed Sparse Eigenvalue Conditions for Sparse Estimation via Non-convex Regularized Regression Zheng Pan Changshui Zhang 30 13 0 14 Jun 2013
Regularized M-estimators with nonconvexity: Statistical and algorithmic theory for local optima Po-Ling Loh Martin J. Wainwright 31 512 0 10 May 2013
Sparse Signal Estimation by Maximally Sparse Convex Optimization I. Selesnick Ilker Bayram 43 154 0 22 Feb 2013
High-Dimensional Sparse Additive Hazards Regression Wei Lin Jinchi Lv 55 78 0 26 Dec 2012
Variable selection in linear mixed effects models Yingying Fan Runze Li 26 127 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 43 302 0 22 Oct 2012
Multi-Stage Multi-Task Feature Learning Pinghua Gong Jieping Ye Changshui Zhang 61 158 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
Correlated variables in regression: clustering and sparse estimation Peter Buhlmann Philipp Rutimann Sara van de Geer Cun-Hui Zhang 80 182 0 26 Sep 2012