{"total":30,"rows":[{"id":"2101.04233","title":"Independent Policy Gradient Methods for Competitive Reinforcement Learning","created":"2021-01-11","cited_by_count":101,"area":null},{"id":"2309.01753","title":"On Penalty Methods for Nonconvex Bilevel Optimization and First-Order Stochastic Approximation","created":"2023-09-04","cited_by_count":51,"area":null},{"id":"2301.01716","title":"First-order penalty methods for bilevel optimization","created":"2023-01-04","cited_by_count":41,"area":null},{"id":"2104.08708","title":"Complexity Lower Bounds for Nonconvex-Strongly-Concave Min-Max Optimization","created":"2021-04-18","cited_by_count":36,"area":null},{"id":"2210.08781","title":"Stochastic Differentially Private and Fair Learning","created":"2022-10-17","cited_by_count":16,"area":null},{"id":"2408.11974","title":"Two-Timescale Gradient Descent Ascent Algorithms for Nonconvex Minimax Optimization","created":"2024-08-21","cited_by_count":16,"area":null},{"id":"2211.13668","title":"Zeroth-Order Alternating Gradient Descent Ascent Algorithms for a Class of Nonconvex-Nonconcave Minimax Problems","created":"2022-11-24","cited_by_count":11,"area":null},{"id":"2112.09579","title":"Convergence Rates of Two-Time-Scale Gradient Descent-Ascent Dynamics for Solving Nonconvex Min-Max Problems","created":"2021-12-17","cited_by_count":10,"area":null},{"id":"2206.02041","title":"First-Order Algorithms for Min-Max Optimization in Geodesic Metric Spaces","created":"2022-06-04","cited_by_count":10,"area":null},{"id":"2310.03613","title":"Solving a Class of Non-Convex Minimax Optimization in Federated Learning","created":"2023-10-05","cited_by_count":10,"area":null},{"id":"2207.00957","title":"On Convergence of Gradient Descent Ascent: A Tight Local Analysis","created":"2022-07-03","cited_by_count":9,"area":null},{"id":"2106.01488","title":"Minimax Optimization with Smooth Algorithmic Adversaries","created":"2021-06-02","cited_by_count":8,"area":null},{"id":"2110.03950","title":"Nonconvex-Nonconcave Min-Max Optimization with a Small Maximization Domain","created":"2021-10-08","cited_by_count":8,"area":null},{"id":"2301.02060","title":"A first-order augmented Lagrangian method for constrained minimax optimization","created":"2023-01-05","cited_by_count":8,"area":null},{"id":"2108.00473","title":"Derivative-free Alternating Projection Algorithms for General Nonconvex-Concave Minimax Problems","created":"2021-08-01","cited_by_count":7,"area":null},{"id":"2210.09382","title":"Tight Analysis of Extra-gradient and Optimistic Gradient Methods For Nonconvex Minimax Problems","created":"2022-10-17","cited_by_count":7,"area":null},{"id":"2404.02239","title":"Proximal Oracles for Optimization and Sampling","created":"2024-04-02","cited_by_count":6,"area":null},{"id":"2210.09769","title":"STay-ON-the-Ridge: Guaranteed Convergence to Local Minimax Equilibrium in Nonconvex-Nonconcave Games","created":"2022-10-18","cited_by_count":4,"area":null},{"id":"2312.03259","title":"f-FERM: A Scalable Framework for Robust Fair Empirical Risk Minimization","created":"2023-12-06","cited_by_count":4,"area":null},{"id":"2111.13162","title":"Randomized Stochastic Gradient Descent Ascent","created":"2021-11-25","cited_by_count":3,"area":null},{"id":"2407.03571","title":"A Fully Parameter-Free Second-Order Algorithm for Convex-Concave Minimax Problems","created":"2024-07-04","cited_by_count":3,"area":null},{"id":"2511.07398","title":"Solving bilevel optimization via sequential minimax optimization","created":"2025-11-10","cited_by_count":3,"area":null},{"id":"2402.09807","title":"Two trust region type algorithms for solving nonconvex-strongly concave minimax problems","created":"2024-02-15","cited_by_count":2,"area":null},{"id":"2310.15448","title":"An accelerated first-order regularized momentum descent ascent algorithm for stochastic nonconvex-concave minimax problems","created":"2023-10-24","cited_by_count":1,"area":null},{"id":"2408.12505","title":"Stochastic Compositional Minimax Optimization with Provable Convergence Guarantees","created":"2024-08-22","cited_by_count":1,"area":null},{"id":"2507.16008","title":"Enhancing Stability of Physics-Informed Neural Network Training Through Saddle-Point Reformulation","created":"2025-07-21","cited_by_count":1,"area":null},{"id":"2212.04672","title":"Iterative Minimax Games with Coupled Linear Constraints","created":"2022-12-09","cited_by_count":0,"area":null},{"id":"2407.21372","title":"Completely Parameter-Free Single-Loop Algorithms for Nonconvex-Concave Minimax Problems","created":"2024-07-31","cited_by_count":0,"area":null},{"id":"2411.15769","title":"Gradient Norm Regularization Second-Order Algorithms for Solving Nonconvex-Strongly Concave Minimax Problems","created":"2024-11-24","cited_by_count":0,"area":null},{"id":"2512.22909","title":"A first-order method for nonconvex-strongly-concave constrained minimax optimization","created":"2025-12-28","cited_by_count":0,"area":null}],"next_cursor":null}