Square-Root Lasso: Pivotal Recovery of Sparse Signals via Conic Programming

28 September 2010

Papers citing "Square-Root Lasso: Pivotal Recovery of Sparse Signals via Conic Programming"

16 / 16 papers shown

Title
Treatment Effect Estimation with Observational Network Data using Machine Learning Corinne Emmenegger Meta-Lina Spohn Timon Elmer Peter Buhlmann CML 157 3 1 20 Jan 2025
Alternating minimization for square root principal component pursuit Shengxiang Deng Xudong Li Yangjing Zhang 148 0 0 31 Dec 2024
Training a neural netwok for data reduction and better generalization S. Sardy Maxime van Cutsem Xiaoyu Ma MLT 98 0 0 26 Nov 2024
Efficient Optimization Algorithms for Linear Adversarial Training Antônio H. Ribeiro Thomas B. Schon Dave Zahariah Francis Bach AAML 72 1 0 16 Oct 2024
Linear Hypothesis Testing in Dense High-Dimensional Linear Models Yinchu Zhu Jelena Bradic 141 85 0 10 Oct 2016
Precise Error Analysis of Regularized M-estimators in High-dimensions Christos Thrampoulidis Ehsan Abbasi B. Hassibi 180 220 0 23 Jan 2016
Pivotal estimation via square-root Lasso in nonparametric regression A. Belloni Victor Chernozhukov Lie Wang 189 152 0 07 May 2011
Templates for Convex Cone Problems with Applications to Sparse Signal Recovery Stephen Becker Emmanuel J. Candès Michael C. Grant 95 681 0 10 Sep 2010
L1-Penalized Quantile Regression in High-Dimensional Sparse Models A. Belloni Victor Chernozhukov 190 457 0 19 Apr 2009
Taking Advantage of Sparsity in Multi-Task Learning Karim Lounici Massimiliano Pontil Alexandre B. Tsybakov Sara van de Geer 322 292 0 09 Mar 2009
The sparsity and bias of the Lasso selection in high-dimensional linear regression Cun-Hui Zhang Jian Huang 469 869 0 07 Aug 2008
Lasso-type recovery of sparse representations for high-dimensional data N. Meinshausen Bin Yu 475 882 0 01 Jun 2008
High-dimensional generalized linear models and the lasso Sara van de Geer 618 756 0 04 Apr 2008
Asymptotic properties of bridge estimators in sparse high-dimensional regression models Jian Huang J. Horowitz Shuangge Ma 214 519 0 04 Apr 2008
Simultaneous analysis of Lasso and Dantzig selector Peter J. Bickel Yaácov Ritov Alexandre B. Tsybakov 530 2,530 0 07 Jan 2008
Aggregation for Gaussian regression F. Bunea Alexandre B. Tsybakov M. Wegkamp 499 362 0 19 Oct 2007