conftrace_

client participation

6 papers

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Co-occurring keywords

federated learning (1333) communication efficiency (297) distributed optimization (275) convergence analysis (395) nonconvex optimization (316) stochastic gradient descent (1091) model convergence (39) control variate (54) privacy guarantee (29) federated averaging (12)

Papers

FAST: A Lightweight Mechanism Unleashing Arbitrary Client Participation in Federated Learning IJCAI 2025
Federated Learning under Periodic Client Participation and Heterogeneous Data: A New Communication-Efficient Algorithm and Analysis NIPS 2024
Provable Mutual Benefits from Federated Learning in Privacy-Sensitive Domains AISTATS 2024
Algorithmic Foundation of Federated Learning with Sequential Data AAAI 2024
Federated Minimax Optimization: Improved Convergence Analyses and Algorithms ICML 2022
A Unified Analysis of Federated Learning with Arbitrary Client Participation NIPS 2022