{"total":26,"rows":[{"id":"2102.08607","title":"On the Convergence and Sample Efficiency of Variance-Reduced Policy Gradient Method","created":"2021-02-17","cited_by_count":70,"area":null},{"id":"2102.04671","title":"A Single-Timescale Method for Stochastic Bilevel Optimization","created":"2021-02-09","cited_by_count":69,"area":null},{"id":"2105.02266","title":"Randomized Stochastic Variance-Reduced Methods for Multi-Task Stochastic Bilevel Optimization","created":"2021-05-05","cited_by_count":33,"area":null},{"id":"2106.13781","title":"Tighter Analysis of Alternating Stochastic Gradient Method for Stochastic Nested Problems","created":"2021-06-25","cited_by_count":22,"area":null},{"id":"2202.07530","title":"Optimal Algorithms for Stochastic Multi-Level Compositional Optimization","created":"2022-02-15","cited_by_count":17,"area":null},{"id":"2207.08540","title":"Multi-block-Single-probe Variance Reduced Estimator for Coupled Compositional Optimization","created":"2022-07-18","cited_by_count":16,"area":null},{"id":"2210.05740","title":"Stochastic Constrained DRO with a Complexity Independent of Sample Size","created":"2022-10-11","cited_by_count":16,"area":null},{"id":"2107.01173","title":"Momentum Accelerates the Convergence of Stochastic AUPRC Maximization","created":"2021-07-02","cited_by_count":14,"area":null},{"id":"2406.00489","title":"Efficient Sign-Based Optimization: Accelerating Convergence via Variance Reduction","created":"2024-06-01","cited_by_count":13,"area":null},{"id":"2104.01627","title":"Finite-Time Convergence Rates of Nonlinear Two-Time-Scale Stochastic Approximation under Markovian Noise","created":"2021-04-04","cited_by_count":10,"area":null},{"id":"2310.03234","title":"Non-Smooth Weakly-Convex Finite-sum Coupled Compositional Optimization","created":"2023-10-05","cited_by_count":10,"area":null},{"id":"2110.11721","title":"Projection-Free Algorithm for Stochastic Bi-level Optimization","created":"2021-10-22","cited_by_count":8,"area":null},{"id":"2206.00439","title":"Algorithmic Foundations of Empirical X-risk Minimization","created":"2022-06-01","cited_by_count":8,"area":null},{"id":"2306.07485","title":"Learning Unnormalized Statistical Models via Compositional Optimization","created":"2023-06-13","cited_by_count":6,"area":null},{"id":"2406.01959","title":"Adaptive Variance Reduction for Stochastic Optimization under Weaker Assumptions","created":"2024-06-04","cited_by_count":6,"area":null},{"id":"2203.09607","title":"Learning Distributionally Robust Models at Scale via Composite Optimization","created":"2022-03-17","cited_by_count":5,"area":null},{"id":"2103.02696","title":"On the Importance of Sampling in Training GCNs: Tighter Analysis and Variance Reduction","created":"2021-03-03","cited_by_count":4,"area":null},{"id":"2301.00631","title":"Stochastic Variable Metric Proximal Gradient with variance reduction for non-convex composite optimization","created":"2023-01-02","cited_by_count":3,"area":null},{"id":"2202.03524","title":"Finite-Sum Optimization: A New Perspective for Convergence to a Global Solution","created":"2022-02-07","cited_by_count":2,"area":null},{"id":"2306.03322","title":"Decentralized Multi-Level Compositional Optimization Algorithms with Level-Independent Convergence Rate","created":"2023-06-06","cited_by_count":2,"area":null},{"id":"2308.09604","title":"Faster Stochastic Variance Reduction Methods for Compositional MiniMax Optimization","created":"2023-08-18","cited_by_count":2,"area":null},{"id":"2406.03787","title":"Projection-Free Variance Reduction Methods for Stochastic Constrained Multi-Level Compositional Optimization","created":"2024-06-06","cited_by_count":2,"area":null},{"id":"2207.09350","title":"Riemannian Stochastic Gradient Method for Nested Composition Optimization","created":"2022-07-19","cited_by_count":1,"area":null},{"id":"2311.12652","title":"FedDRO: Federated Compositional Optimization for Distributionally Robust Learning","created":"2023-11-21","cited_by_count":1,"area":null},{"id":"2307.13430","title":"Achieving Linear Speedup in Decentralized Stochastic Compositional Minimax Optimization","created":"2023-07-25","cited_by_count":0,"area":null},{"id":"2406.04731","title":"Efficient Continual Finite-Sum Minimization","created":"2024-06-07","cited_by_count":0,"area":null}],"next_cursor":null}