proximal gradient method

A Decentralized Proximal Gradient Tracking Algorithm for Composite Optimization on Riemannian Manifolds JMLR 2025 ADMM for Structured Fractional Minimization ICLR 2025 An Inexact Projected Regularized Newton Method for Fused Zero-norms Regularization Problems JMLR 2024 Smoothing Proximal Gradient Methods for Nonsmooth Sparsity Constrained Optimization: Optimality Conditions and Global Convergence ICML 2024 Convergence of First-Order Methods for Constrained Nonconvex Optimization with Dependent Data ICML 2023 Open Problem: Running time complexity of accelerated ℓ_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 Linearly Convergent Proximal Gradient Algorithm for Decentralized Optimization NeurIPS 2019 Deep Layers as Stochastic Solvers ICLR 2019 A Delay-tolerant Proximal-Gradient Algorithm for Distributed Learning ICML 2018 Differential Equations for Modeling Asynchronous Algorithms IJCAI 2018 Accelerating Stochastic Composition Optimization JMLR 2017 A Unified Formulation and Fast Accelerated Proximal Gradient Method for Classification JMLR 2017 Group Sparse Optimization via lp,q Regularization JMLR 2017 Accelerated Proximal Gradient Methods for Nonconvex Programming NeurIPS 2015 Improved Iteration Complexity Bounds of Cyclic Block Coordinate Descent for Convex Problems NeurIPS 2015 An Accelerated Proximal Coordinate Gradient Method NeurIPS 2014 An Adaptive Accelerated Proximal Gradient Method and its Homotopy Continuation for Sparse Optimization ICML 2014 Constant Nullspace Strong Convexity and Fast Convergence of Proximal Methods under High-Dimensional Settings NeurIPS 2014 Optimization Methods for Sparse Pseudo-Likelihood Graphical Model Selection NeurIPS 2014 On Decomposing the Proximal Map NeurIPS 2013 On the Linear Convergence of the Proximal Gradient Method for Trace Norm Regularization NeurIPS 2013 Single-Patch Low-Rank Prior for Non-pointwise Impulse Noise Removal ICCV 2013