Fedpia: Parameter importance-based optimized federated learning to efficiently process non-iid...

Optimizing Hierarchical Federated Learning: A Reinforcement Learning Approach

Y Sai, X Wu, J Jiang, Y Huang, Q Yan… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
Federated learning (FL) represents a decentralized machine learning paradigm where
multiple clients cooperatively train a global model over local data, under the coordination of …
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A Federated Unlearning-Based Secure Management Scheme to Enable Automation in Smart Consumer Electronics Facilitated by Digital Twin

A Islam, H Karimipour, TR Gadekallu… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
In consumer electronics, integrating the Internet of Things (IoT) and Artificial Intelligence (AI)
has transformed everyday devices into smart, interconnected systems. However, this …
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