{"total":13,"rows":[{"id":"2202.09357","title":"ProxSkip: Yes! Local Gradient Steps Provably Lead to Communication Acceleration! Finally!","created":"2022-02-18","cited_by_count":134,"area":null},{"id":"2210.07881","title":"Communication-Efficient Topologies for Decentralized Learning with $O(1)$ Consensus Rate","created":"2022-10-14","cited_by_count":25,"area":null},{"id":"2106.04469","title":"Lower Bounds and Optimal Algorithms for Smooth and Strongly Convex Decentralized Optimization Over Time-Varying Networks","created":"2021-06-08","cited_by_count":19,"area":null},{"id":"2305.16297","title":"Unbiased Compression Saves Communication in Distributed Optimization: When and How Much?","created":"2023-05-25","cited_by_count":14,"area":null},{"id":"2104.02596","title":"Accelerated Gradient Tracking over Time-varying Graphs for Decentralized Optimization","created":"2021-04-06","cited_by_count":11,"area":null},{"id":"2208.00779","title":"DADAO: Decoupled Accelerated Decentralized Asynchronous Optimization","created":"2022-07-26","cited_by_count":8,"area":null},{"id":"2412.01630","title":"Review of Mathematical Optimization in Federated Learning","created":"2024-12-02","cited_by_count":3,"area":null},{"id":"2505.09106","title":"Argus: Federated Non-convex Bilevel Learning over 6G Space-Air-Ground Integrated Network","created":"2025-05-14","cited_by_count":2,"area":null},{"id":"2405.18031","title":"Lower Bounds and Optimal Algorithms for Non-Smooth Convex Decentralized Optimization over Time-Varying Networks","created":"2024-05-28","cited_by_count":1,"area":null},{"id":"2201.11343","title":"Distributed gradient-based optimization in the presence of dependent aperiodic communication","created":"2022-01-27","cited_by_count":0,"area":null},{"id":"2201.12488","title":"Achieving Efficient Distributed Machine Learning Using a Novel Non-Linear Class of Aggregation Functions","created":"2022-01-29","cited_by_count":0,"area":null},{"id":"2305.15643","title":"Federated Composite Saddle Point Optimization","created":"2023-05-25","cited_by_count":0,"area":null},{"id":"2606.04757","title":"Near-Optimal Decentralized Stochastic Convex Optimization over Networks","created":"2026-06-03","cited_by_count":0,"area":null}],"next_cursor":null}