conftrace_

proximal gradient method

18 papers

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Also known as

PGM

Co-occurring keywords

proximal gradient (74) convergence rate (607) linear convergence (158) convex optimization (1321) stochastic optimization (1060) nonsmooth optimization (49) nonconvex optimization (316) graphical model (864) optimization algorithm (148) accelerated proximal gradient (5)

Papers

A Decentralized Proximal Gradient Tracking Algorithm for Composite Optimization on Riemannian Manifolds JMLR 2025
Convergence of First-Order Methods for Constrained Nonconvex Optimization with Dependent Data ICML 2023
Open Problem: Running time complexity of accelerated $\ell_1$-regularized PageRank COLT 2022
Stochastic Proximal Methods for Non-Smooth Non-Convex Constrained Sparse Optimization JMLR 2021
Anderson Acceleration of Proximal Gradient Methods ICML 2020
Proximal Gradient Algorithm with Momentum and Flexible Parameter Restart for Nonconvex Optimization IJCAI 2020
A Delay-tolerant Proximal-Gradient Algorithm for Distributed Learning ICML 2018
Differential Equations for Modeling Asynchronous Algorithms IJCAI 2018
Group Sparse Optimization via lp,q Regularization JMLR 2017
Accelerating Stochastic Composition Optimization JMLR 2017
A Unified Formulation and Fast Accelerated Proximal Gradient Method for Classification JMLR 2017
Accelerated Proximal Gradient Methods for Nonconvex Programming NIPS 2015
An Adaptive Accelerated Proximal Gradient Method and its Homotopy Continuation for Sparse Optimization ICML 2014
Optimization Methods for Sparse Pseudo-Likelihood Graphical Model Selection NIPS 2014
An Accelerated Proximal Coordinate Gradient Method NIPS 2014
Single-Patch Low-Rank Prior for Non-pointwise Impulse Noise Removal ICCV 2013
On the Linear Convergence of the Proximal Gradient Method for Trace Norm Regularization NIPS 2013
Iterative Thresholding Algorithm for Sparse Inverse Covariance Estimation NIPS 2012