Articles with "gradient aggregation" as a keyword



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Data and Channel-Adaptive Sensor Scheduling for Federated Edge Learning via Over-the-Air Gradient Aggregation

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Published in 2022 at "IEEE Internet of Things Journal"

DOI: 10.1109/jiot.2021.3096570

Abstract: Over-the-air gradient aggregation and data-aware scheduling have recently drawn great attention due to the outstanding performance in improving communication efficiency for federated edge learning applications. However, in this case, the estimated gradient suffers from the… read more here.

Keywords: federated edge; gradient aggregation; data channel; air gradient ... See more keywords