{"total":16,"rows":[{"id":"2305.18471","title":"Convergence of AdaGrad for Non-convex Objectives: Simple Proofs and Relaxed Assumptions","created":"2023-05-29","cited_by_count":57,"area":null},{"id":"2311.03252","title":"Parameter-Agnostic Optimization under Relaxed Smoothness","created":"2023-11-06","cited_by_count":29,"area":null},{"id":"2305.12475","title":"Two Sides of One Coin: the Limits of Untuned SGD and the Power of Adaptive Methods","created":"2023-05-21","cited_by_count":23,"area":null},{"id":"2402.03982","title":"On Convergence of Adam for Stochastic Optimization under Relaxed Assumptions","created":"2024-02-06","cited_by_count":21,"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":"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":"2411.00568","title":"Constrained Sampling with Primal-Dual Langevin Monte Carlo","created":"2024-11-01","cited_by_count":10,"area":null},{"id":"2210.17478","title":"TiAda: A Time-scale Adaptive Algorithm for Nonconvex Minimax Optimization","created":"2022-10-31","cited_by_count":8,"area":null},{"id":"2303.03984","title":"Enhanced Adaptive Gradient Algorithms for Nonconvex-PL Minimax Optimization","created":"2023-03-07","cited_by_count":6,"area":null},{"id":"2211.07303","title":"Adaptive Federated Minimax Optimization with Lower Complexities","created":"2022-11-14","cited_by_count":5,"area":null},{"id":"2405.18577","title":"Single-Loop Stochastic Algorithms for Difference of Max-Structured Weakly Convex Functions","created":"2024-05-28","cited_by_count":4,"area":null},{"id":"2410.22796","title":"Solving Differential Equations with Constrained Learning","created":"2024-10-30","cited_by_count":3,"area":null},{"id":"2509.15399","title":"Adaptive Algorithms with Sharp Convergence Rates for Stochastic Hierarchical Optimization","created":"2025-09-18","cited_by_count":2,"area":null},{"id":"2406.02939","title":"Achieving Near-Optimal Convergence for Distributed Minimax Optimization with Adaptive Stepsizes","created":"2024-06-05","cited_by_count":1,"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":"2605.19392","title":"Understanding Dynamics of Adam in Zero-Sum Games: An ODE Approach","created":"2026-05-19","cited_by_count":0,"area":null}],"next_cursor":null}