$Honest variable selection in linear and logistic regression models via $\ell_1$ and $\ell_1+\ell_2$ penalization$

Honest variable selection in linear and logistic regression models via $\ell_1$ and $\ell_1+\ell_2$ penalization

29 August 2008

Papers citing "Honest variable selection in linear and logistic regression models via $\ell_1$ and $\ell_1+\ell_2$ penalization"

15 / 15 papers shown

Title
Lag selection and estimation of stable parameters for multiple autoregressive processes through convex programming Somnath Chakraborty Johannes Lederer R. Sachs 29 0 0 03 Mar 2023
Classification vs regression in overparameterized regimes: Does the loss function matter? Vidya Muthukumar Adhyyan Narang Vignesh Subramanian M. Belkin Daniel J. Hsu A. Sahai 41 149 0 16 May 2020
An analysis of the cost of hyper-parameter selection via split-sample validation, with applications to penalized regression Jean Feng N. Simon 14 1 0 28 Mar 2019
A modern maximum-likelihood theory for high-dimensional logistic regression Pragya Sur Emmanuel J. Candes 23 285 0 19 Mar 2018
Linearized Binary Regression Andrew S. Lan M. Chiang Christoph Studer 21 10 0 01 Feb 2018
$Tuning parameter calibration for $\ell_1$-regularized logistic regression$ Tuning parameter calibration for $\ell_1$ -regularized logistic regression Wei Li Johannes Lederer 29 13 0 01 Oct 2016
Dynamic Pricing in High-dimensions Adel Javanmard Hamid Nazerzadeh 69 136 0 24 Sep 2016
Model selection in logistic regression Marius Kwemou M. Taupin A. Tocquet 16 3 0 30 Aug 2015
The Degrees of Freedom of Partly Smooth Regularizers Samuel Vaiter Charles-Alban Deledalle M. Fadili Gabriel Peyré C. Dossal 95 49 0 22 Apr 2014
Learning Model-Based Sparsity via Projected Gradient Descent S. Bahmani P. Boufounos Bhiksha Raj 36 18 0 07 Sep 2012
Robust Lasso with missing and grossly corrupted observations Nam H. Nguyen T. Tran 69 155 0 02 Dec 2011
Model Selection in Undirected Graphical Models with the Elastic Net Mihai Cucuringu J. Puente David Shue 61 4 0 02 Nov 2011
SPADES and mixture models F. Bunea Alexandre B. Tsybakov M. Wegkamp Adrian Barbu 98 63 0 14 Jan 2009
High-dimensional generalized linear models and the lasso Sara van de Geer 194 749 0 04 Apr 2008
$Near-ideal model selection by $\ell_1$ minimization$ Near-ideal model selection by $\ell_1$ minimization Emmanuel J. Candès Y. Plan 129 216 0 02 Jan 2008