The Lasso with general Gaussian designs with applications to hypothesis testing

27 July 2020

Papers citing "The Lasso with general Gaussian designs with applications to hypothesis testing"

29 / 29 papers shown

Title
Derivatives and residual distribution of regularized M-estimators with application to adaptive tuning Pierre C. Bellec Yi Shen 69 13 0 03 Jan 2025
On the power of conditional independence testing under model-X Eugene Katsevich Aaditya Ramdas CML 53 11 0 12 May 2020
$A Precise High-Dimensional Asymptotic Theory for Boosting and Minimum-$\ell_1$-Norm Interpolated Classifiers$ A Precise High-Dimensional Asymptotic Theory for Boosting and Minimum- $\ell_1$ -Norm Interpolated Classifiers Tengyuan Liang Pragya Sur 60 69 0 05 Feb 2020
De-biasing convex regularized estimators and interval estimation in linear models Pierre C. Bellec Cun-Hui Zhang 66 20 0 26 Dec 2019
A Model of Double Descent for High-dimensional Binary Linear Classification Zeyu Deng A. Kammoun Christos Thrampoulidis 64 145 0 13 Nov 2019
Approximate separability of symmetrically penalized least squares in high dimensions: characterization and consequences Michael Celentano 23 4 0 25 Jun 2019
De-Biasing The Lasso With Degrees-of-Freedom Adjustment Pierre C. Bellec Cun-Hui Zhang 12 28 0 24 Feb 2019
Second order Stein: SURE for SURE and other applications in high-dimensional inference Pierre C. Bellec Cun-Hui Zhang 32 33 0 09 Nov 2018
The distribution of the Lasso: Uniform control over sparse balls and adaptive parameter tuning Léo Miolane Andrea Montanari 60 93 0 03 Nov 2018
A modern maximum-likelihood theory for high-dimensional logistic regression Pragya Sur Emmanuel J. Candes 47 287 0 19 Mar 2018
Optimal Errors and Phase Transitions in High-Dimensional Generalized Linear Models Jean Barbier Florent Krzakala N. Macris Léo Miolane Lenka Zdeborová 60 262 0 10 Aug 2017
Gene Hunting with Knockoffs for Hidden Markov Models Matteo Sesia C. Sabatti Emmanuel J. Candès 33 133 0 14 Jun 2017
Panning for Gold: Model-X Knockoffs for High-dimensional Controlled Variable Selection E. Candès Yingying Fan Lucas Janson Jinchi Lv 105 379 0 07 Oct 2016
Slope meets Lasso: improved oracle bounds and optimality Pierre C. Bellec Guillaume Lecué Alexandre B. Tsybakov 70 189 0 27 May 2016
Precise Error Analysis of Regularized M-estimators in High-dimensions Christos Thrampoulidis Ehsan Abbasi B. Hassibi 91 219 0 23 Jan 2016
Universality laws for randomized dimension reduction, with applications Samet Oymak J. Tropp 72 109 0 30 Nov 2015
De-biasing the Lasso: Optimal Sample Size for Gaussian Designs Adel Javanmard Andrea Montanari 53 196 0 11 Aug 2015
Convex recovery of a structured signal from independent random linear measurements J. Tropp 45 176 0 05 May 2014
High Dimensional Robust M-Estimation: Asymptotic Variance via Approximate Message Passing D. Donoho Andrea Montanari 126 221 0 28 Oct 2013
Confidence Intervals and Hypothesis Testing for High-Dimensional Regression Adel Javanmard Andrea Montanari 141 766 0 13 Jun 2013
A framework to characterize performance of LASSO algorithms M. Stojnic 193 128 0 29 Mar 2013
On asymptotically optimal confidence regions and tests for high-dimensional models Sara van de Geer Peter Buhlmann Yaácov Ritov Ruben Dezeure 138 1,130 0 03 Mar 2013
Hypothesis Testing in High-Dimensional Regression under the Gaussian Random Design Model: Asymptotic Theory Adel Javanmard Andrea Montanari 144 161 0 17 Jan 2013
The Convex Geometry of Linear Inverse Problems V. Chandrasekaran Benjamin Recht P. Parrilo A. Willsky 128 1,338 0 03 Dec 2010
A Unified Framework for High-Dimensional Analysis of M-Estimators with Decomposable Regularizers S. Negahban Pradeep Ravikumar Martin J. Wainwright Bin Yu 221 1,377 0 13 Oct 2010
The LASSO risk for gaussian matrices Mohsen Bayati Andrea Montanari 116 317 0 16 Aug 2010
Observed Universality of Phase Transitions in High-Dimensional Geometry, with Implications for Modern Data Analysis and Signal Processing D. Donoho Jared Tanner 59 462 0 14 Jun 2009
Simultaneous analysis of Lasso and Dantzig selector Peter J. Bickel Yaácov Ritov Alexandre B. Tsybakov 277 2,527 0 07 Jan 2008
On the "degrees of freedom" of the lasso H. Zou Trevor Hastie Robert Tibshirani 145 1,040 0 06 Dec 2007