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client participation

9 papers

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Co-occurring keywords · papers mentioning both

federated learning (9) federated averaging (3) convergence analysis (3) communication efficiency (2) distributed optimization (2) distributed learning (2) non-convex optimization (2) stochastic gradient descent (2) model convergence (1) control variate (1)

Papers

Controlling Participation in Federated Learning with Feedback L4DC 2025 Debiasing Federated Learning with Correlated Client Participation ICLR 2025 FAST: A Lightweight Mechanism Unleashing Arbitrary Client Participation in Federated Learning IJCAI 2025 Algorithmic Foundation of Federated Learning with Sequential Data AAAI 2024 A Lightweight Method for Tackling Unknown Participation Statistics in Federated Averaging ICLR 2024 Federated Learning under Periodic Client Participation and Heterogeneous Data: A New Communication-Efficient Algorithm and Analysis NeurIPS 2024 Provable Mutual Benefits from Federated Learning in Privacy-Sensitive Domains AISTATS 2024 A Unified Analysis of Federated Learning with Arbitrary Client Participation NeurIPS 2022 Federated Minimax Optimization: Improved Convergence Analyses and Algorithms ICML 2022