{"total":32,"rows":[{"id":"2111.11343","title":"Decentralized Federated Learning through Proxy Model Sharing","created":"2021-11-22","cited_by_count":57,"area":null},{"id":"2110.04175","title":"RelaySum for Decentralized Deep Learning on Heterogeneous Data","created":"2021-10-08","cited_by_count":39,"area":null},{"id":"2103.03239","title":"Moshpit SGD: Communication-Efficient Decentralized Training on Heterogeneous Unreliable Devices","created":"2021-03-04","cited_by_count":36,"area":null},{"id":"2310.01972","title":"Epidemic Learning: Boosting Decentralized Learning with Randomized Communication","created":"2023-10-03","cited_by_count":21,"area":null},{"id":"2105.04851","title":"Improving the Transient Times for Distributed Stochastic Gradient Methods","created":"2021-05-11","cited_by_count":13,"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":"2205.03884","title":"Decentralized Stochastic Optimization with Inherent Privacy Protection","created":"2022-05-08","cited_by_count":11,"area":null},{"id":"2404.09536","title":"Noiseless Privacy-Preserving Decentralized Learning","created":"2024-04-15","cited_by_count":9,"area":null},{"id":"2405.17876","title":"Decentralized Directed Collaboration for Personalized Federated Learning","created":"2024-05-28","cited_by_count":9,"area":null},{"id":"2209.07116","title":"On Generalization of Decentralized Learning with Separable Data","created":"2022-09-15","cited_by_count":8,"area":null},{"id":"2308.14606","title":"On the Tradeoff between Privacy Preservation and Byzantine-Robustness in Decentralized Learning","created":"2023-08-28","cited_by_count":8,"area":null},{"id":"2208.04845","title":"Quantization enabled Privacy Protection in Decentralized Stochastic Optimization","created":"2022-08-07","cited_by_count":7,"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":"2410.18862","title":"FedSPD: A Soft-clustering Approach for Personalized Decentralized Federated Learning","created":"2024-10-24","cited_by_count":5,"area":null},{"id":"2307.07406","title":"Improved Convergence Analysis and SNR Control Strategies for Federated Learning in the Presence of Noise","created":"2023-07-14","cited_by_count":4,"area":null},{"id":"2406.00621","title":"Log-Scale Quantization in Distributed First-Order Methods: Gradient-based Learning from Distributed Data","created":"2024-06-02","cited_by_count":4,"area":null},{"id":"2306.06559","title":"Straggler-Resilient Decentralized Learning via Adaptive Asynchronous Updates","created":"2023-06-11","cited_by_count":3,"area":null},{"id":"2409.17189","title":"Decentralized Federated Learning with Gradient Tracking over Time-Varying Directed Networks","created":"2024-09-25","cited_by_count":3,"area":null},{"id":"2202.03346","title":"Variance reduced stochastic optimization over directed graphs with row and column stochastic weights","created":"2022-02-07","cited_by_count":2,"area":null},{"id":"2203.13085","title":"Locally Asynchronous Stochastic Gradient Descent for Decentralised Deep Learning","created":"2022-03-24","cited_by_count":1,"area":null},{"id":"2204.08160","title":"On Arbitrary Compression for Decentralized Consensus and Stochastic Optimization over Directed Networks","created":"2022-04-18","cited_by_count":1,"area":null},{"id":"2206.04113","title":"Push--Pull with Device Sampling","created":"2022-06-08","cited_by_count":1,"area":null},{"id":"2210.02129","title":"Decentralized Hyper-Gradient Computation over Time-Varying Directed Networks","created":"2022-10-05","cited_by_count":1,"area":null},{"id":"2410.02541","title":"Fair Decentralized Learning","created":"2024-10-03","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":"2401.10642","title":"Fast Butterfly-Core Community Search For Large Labeled Graphs","created":"2024-01-19","cited_by_count":0,"area":null},{"id":"2403.02589","title":"MUSIC: Accelerated Convergence for Distributed Optimization With Inexact and Exact Methods","created":"2024-03-05","cited_by_count":0,"area":null},{"id":"2510.15300","title":"DFCA: Decentralized Federated Clustering Algorithm","created":"2025-10-17","cited_by_count":0,"area":null},{"id":"2511.11560","title":"A Unified Convergence Analysis for Semi-Decentralized Learning: Sampled-to-Sampled vs. Sampled-to-All Communication","created":"2025-11-14","cited_by_count":0,"area":null},{"id":"2602.20567","title":"Stability and Generalization of Push-Sum Based Decentralized Optimization over Directed Graphs","created":"2026-02-24","cited_by_count":0,"area":null},{"id":"2607.12172","title":"Decentralized Gradient Descent: Bottleneck Regimes and Budget Complexity","created":"2026-07-13","cited_by_count":0,"area":null}],"next_cursor":null}