conftrace_

saddle point problem

15 papers

Explore in graph

Also known as

SPP

Co-occurring keywords

convex optimization (1321) stochastic optimization (1060) saddle point (95) primal-dual method (58) monotone inclusion (4) frank-wolfe algorithm (107) accelerated gradient (62) strong convexity (59) variational inequality (48) proximal mapping (16)

Papers

Stochastic Decentralized Optimization of Non-Smooth Convex and Convex-Concave Problems over Time-Varying Networks AAAI 2026
High Probability and Risk-Averse Guarantees for a Stochastic Accelerated Primal-Dual Method JMLR 2024
Accelerated Primal-Dual Methods for Convex-Strongly-Concave Saddle Point Problems ICML 2023
A Relaxed Inertial Forward-Backward-Forward Algorithm for Solving Monotone Inclusions with Application to GANs JMLR 2023
Randomized Primal-Dual Methods with Adaptive Step Sizes AISTATS 2023
AdAUC: End-to-end Adversarial AUC Optimization Against Long-tail Problems ICML 2022
Quasi-Newton Methods for Saddle Point Problems NIPS 2022
Stochastic Variance Reduction for Variational Inequality Methods COLT 2022
Generalization Bounds for Stochastic Saddle Point Problems AISTATS 2021
One-sided Frank-Wolfe algorithms for saddle problems ICML 2021
Efficient Projection-free Algorithms for Saddle Point Problems NIPS 2020
A Unified Analysis of Extra-gradient and Optimistic Gradient Methods for Saddle Point Problems: Proximal Point Approach AISTATS 2020
Linear Convergence of the Primal-Dual Gradient Method for Convex-Concave Saddle Point Problems without Strong Convexity AISTATS 2019
Level-Set Methods for Finite-Sum Constrained Convex Optimization ICML 2018
Stochastic Primal-Dual Coordinate Method for Regularized Empirical Risk Minimization ICML 2015