Variable smoothing incremental aggregated gradient method for nonsmooth nonconvex regularized optimization
type: Item
instance of: scholarly article
title: Variable smoothing incremental aggregated gradient method for nonsmooth nonconvex regularized optimization
zbMATH Open document ID: 1475.90069
author: Yuncheng Liu
author: Fuquan Xia
published in: Optimization Letters
publication date: 2021-08-19T00:00:00Z
Mathematics Subject Classification ID: 90C26
zbMATH DE Number: 7383569
zbMATH Keywords: variable smoothing
zbMATH Keywords: incremental aggregated gradient
zbMATH Keywords: nonsmooth nonconvex optimization
describes a project that uses: ciag
MaRDI profile type: Publication
full work available at URL: s11590-021-01723-2
OpenAlex ID: W3141090426
cites work: Variable smoothing for weakly convex composite functions
cites work: A Convergent Incremental Gradient Method with a Constant Step Size
cites work: Variable smoothing for convex optimization problems using stochastic gradients
cites work: The Convergence Guarantees of a Non-Convex Approach for Sparse Recovery
cites work: Stochastic Model-Based Minimization of Weakly Convex Functions
cites work: Variable Selection via Nonconcave Penalized Likelihood and its Oracle Properties
cites work: Convergence Rate of Incremental Gradient and Incremental Newton Methods
cites work: On the Convergence Rate of Incremental Aggregated Gradient Algorithms
cites work: Linear convergence of proximal incremental aggregated gradient method for nonconvex nonsmooth minimization problems
cites work: Surpassing Gradient Descent Provably: A Cyclic Incremental Method with Linear Convergence Rate
cites work: Incremental subgradient methods for nondifferentiable optimization
cites work: Nonconvex proximal incremental aggregated gradient method with linear convergence
cites work: Robust 1-bit Compressed Sensing and Sparse Logistic Regression: A Convex Programming Approach
cites work: Q4235027
cites work: Variational Analysis
cites work: Nonconvex Sparse Logistic Regression With Weakly Convex Regularization
cites work: Global Convergence Rate of Proximal Incremental Aggregated Gradient Methods
cites work: Accelerating incremental gradient optimization with curvature information
cites work: Robust Truncated Hinge Loss Support Vector Machines
cites work: Nearly unbiased variable selection under minimax concave penalty
cites work: Proximal-Like Incremental Aggregated Gradient Method with Linear Convergence Under Bregman Distance Growth Conditions
DOI: 10.1007/S11590-021-01723-2
description: scientific article; zbMATH DE number 7383569