Federated Learning from Heterogeneous Data via Controlled Air Aggregation with Bayesian Estimation

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Federated Learning from Heterogeneous Data via Controlled Air Aggregation with Bayesian Estimation

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Federated Learning With Energy Harvesting Devices: An MDP Framework

K Zhang, X Cao - arXiv preprint arXiv:2405.10513, 2024 - arxiv.org

Federated learning (FL) requires edge devices to perform local training and exchange
information with a parameter server, leading to substantial energy consumption. A critical …

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Federated Learning from Heterogeneous Data via Controlled Air Aggregation with Bayesian Estimation

Federated Learning With Energy Harvesting Devices: An MDP Framework

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