{"total":23,"rows":[{"id":"2310.01972","title":"Epidemic Learning: Boosting Decentralized Learning with Randomized Communication","created":"2023-10-03","cited_by_count":21,"area":null},{"id":"2306.02913","title":"Decentralized SGD and Average-direction SAM are Asymptotically Equivalent","created":"2023-06-05","cited_by_count":15,"area":null},{"id":"2305.11420","title":"Beyond Exponential Graph: Communication-Efficient Topologies for Decentralized Learning via Finite-time Convergence","created":"2023-05-19","cited_by_count":9,"area":null},{"id":"2306.00256","title":"DSGD-CECA: Decentralized SGD with Communication-Optimal Exact Consensus Algorithm","created":"2023-06-01","cited_by_count":6,"area":null},{"id":"2410.12918","title":"Boosting Asynchronous Decentralized Learning with Model Fragmentation","created":"2024-10-16","cited_by_count":6,"area":null},{"id":"2406.13533","title":"DRACO: Decentralized Asynchronous Federated Learning over Row-Stochastic Wireless Networks","created":"2024-06-19","cited_by_count":5,"area":null},{"id":"2412.01630","title":"Review of Mathematical Optimization in Federated Learning","created":"2024-12-02","cited_by_count":3,"area":null},{"id":"2501.15259","title":"Scalable Decentralized Learning with Teleportation","created":"2025-01-25","cited_by_count":3,"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":"2311.18787","title":"Communication-Efficient Federated Optimization over Semi-Decentralized Networks","created":"2023-11-30","cited_by_count":2,"area":null},{"id":"2602.03383","title":"Dynamic Topology Optimization for Non-IID Data in Decentralized Learning","created":"2026-02-03","cited_by_count":2,"area":null},{"id":"2306.09595","title":"Structured Cooperative Learning with Graphical Model Priors","created":"2023-06-16","cited_by_count":1,"area":null},{"id":"2306.13892","title":"Generalizing Differentially Private Decentralized Deep Learning with Multi-Agent Consensus","created":"2023-06-24","cited_by_count":1,"area":null},{"id":"2402.05050","title":"Federated Learning Can Find Friends That Are Advantageous","created":"2024-02-07","cited_by_count":1,"area":null},{"id":"2403.11565","title":"Convergence of Decentralized Stochastic Subgradient-based Methods for Nonsmooth Nonconvex functions","created":"2024-03-18","cited_by_count":1,"area":null},{"id":"2606.09154","title":"Improved Convergence Analysis of Topology Dependence in Decentralized SGD","created":"2026-06-08","cited_by_count":1,"area":null},{"id":"2404.15273","title":"Estimation Network Design framework for efficient distributed optimization","created":"2024-04-23","cited_by_count":0,"area":null},{"id":"2503.16123","title":"Distributed Learning over Arbitrary Topology: Linear Speed-Up with Polynomial Transient Time","created":"2025-03-20","cited_by_count":0,"area":null},{"id":"2504.17471","title":"GRANITE : a Byzantine-Resilient Dynamic Gossip Learning Framework","created":"2025-04-24","cited_by_count":0,"area":null},{"id":"2508.11863","title":"On Balancing Sparsity with Reliable Connectivity in Distributed Network Design with Random K-out Graphs","created":"2025-08-16","cited_by_count":0,"area":null},{"id":"2509.22174","title":"Efficiency Boost in Decentralized Optimization: Reimagining Neighborhood Aggregation with Minimal Overhead","created":"2025-09-26","cited_by_count":0,"area":null},{"id":"2512.02852","title":"Adaptive Decentralized Federated Learning for Robust Optimization","created":"2025-12-02","cited_by_count":0,"area":null},{"id":"2602.19116","title":"Event-Triggered Gossip for Distributed Learning","created":"2026-02-22","cited_by_count":0,"area":null}],"next_cursor":null}