Reconfigurable Intelligent Surface Enabled Federated Learning: A Unified Communication-Learning Design Approach

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Abstract:

To exploit massive amounts of data generated at mobile edge networks, federated learning (FL) has been proposed as an attractive substitute for centralized machine learning (ML). By collaboratively training a shared learning model at edge devices, FL avoids direct data transmission and thus overcomes high communication latency and priva...More

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