A forward and backward stagewise algorithm for nonconvex loss functions with adaptive Lasso
type: Item
instance of: scholarly article
title: A forward and backward stagewise algorithm for nonconvex loss functions with adaptive Lasso
zbMATH Open document ID: 1469.62142
author: Xingjie Shi
author: Yuan Huang
author: Jian Huang
author: Shuangge Ma
published in: Computational Statistics and Data Analysis
publication date: 2018-08-20T00:00:00Z
full work available at URL: pmc6181148
Mathematics Subject Classification ID: 62-08
Mathematics Subject Classification ID: 62J07
zbMATH DE Number: 6920890
zbMATH Keywords: forward and backward stagewise
zbMATH Keywords: penalization
zbMATH Keywords: nonconvex loss
zbMATH Keywords: adaptive Lasso
Wikidata QID: Q57495782
describes a project that uses: GA
describes a project that uses: NESTA
MaRDI profile type: Publication
OpenAlex ID: W2795278626
cites work: NESTA: A Fast and Accurate First-Order Method for Sparse Recovery
cites work: Distributed Optimization and Statistical Learning via the Alternating Direction Method of Multipliers
cites work: Statistics for high-dimensional data. Methods, theory and applications.
cites work: Rank estimators for monotonic index models
cites work: Least angle regression. (With discussion)
cites work: Pathwise coordinate optimization
cites work: Recovering Sparse Signals With a Certain Family of Nonconvex Penalties and DC Programming
cites work: Non-parametric analysis of a generalized regression model. The maximum rank correlation estimator
cites work: Forward stagewise regression and the monotone lasso
cites work: Q5251797
cites work: Smoothed rank correlation of the linear transformation regression model
cites work: Introduction to Genetic Algorithms
cites work: Penalised variable selection with U-estimates
cites work: A semiparametric approach for the nonparametric transformation survival model with multiple covariates
cites work: The Lasso problem and uniqueness
cites work: Q3174171
DOI: 10.1016/J.CSDA.2018.03.006
description: scientific article; zbMATH DE number 6920890