conftrace_

proximal point algorithm

13 papers

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Also known as

PPA

Co-occurring keywords

convex optimization (1321) proximal point method (23) accelerated gradient (62) gradient descent (1144) stochastic optimization (1060) first-order optimization (47) constrained optimization (281) nonconvex optimization (316) heavy-ball algorithm (1) stepsize analysis (1)

Papers

A Catalyst Framework for the Quantum Linear System Problem via the Proximal Point Algorithm AAAI 2026
CPP-Net: Embracing Multi-Scale Feature Fusion into Deep Unfolding CP-PPA Network for Compressive Sensing CVPR 2024
Accelerated Riemannian Optimization: Handling Constraints with a Prox to Bound Geometric Penalties COLT 2023
Convergence and Stability of the Stochastic Proximal Point Algorithm with Momentum L4DC 2022
RECAPP: Crafting a More Efficient Catalyst for Convex Optimization ICML 2022
The First Optimal Algorithm for Smooth and Strongly-Convex-Strongly-Concave Minimax Optimization NIPS 2022
From Low Probability to High Confidence in Stochastic Convex Optimization JMLR 2021
A Feasible Level Proximal Point Method for Nonconvex Sparse Constrained Optimization NIPS 2020
Heavy-ball Algorithms Always Escape Saddle Points IJCAI 2019
Nonasymptotic convergence of stochastic proximal point methods for constrained convex optimization JMLR 2018
Total Variation Regularization of Shape Signals CVPR 2015
A Universal Catalyst for First-Order Optimization NIPS 2015
Un-regularizing: approximate proximal point and faster stochastic algorithms for empirical risk minimization ICML 2015