Articles with "guided learning" as a keyword



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Knowledge-Guided Learning for Transceiver Design in Over-the-Air Federated Learning

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Published in 2022 at "IEEE Transactions on Wireless Communications"

DOI: 10.1109/twc.2022.3192550

Abstract: In this paper, we consider communication-efficient over-the-air federated learning (FL), where multiple edge devices with non-independent and identically distributed datasets perform multiple local iterations in each communication round and then concurrently transmit their updated gradients… read more here.

Keywords: air; knowledge guided; transceiver design; guided learning ... See more keywords