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cs.LG2022
Federated Learning Cost Disparity for IoT Devices
Sheeraz A. Alvi, Yi Hong, Salman Durrani
Federated learning (FL) promotes predictive model training at the Internet of things (IoT) devices by evading data collection cost in terms of energy, time, and privacy. We model t…
cs.LG2021★ 1 cited
Utility Fairness for the Differentially Private Federated Learning
Sheeraz A. Alvi, Yi Hong, Salman Durrani
Federated learning (FL) allows predictive model training on the sensed data in a wireless Internet of things (IoT) network evading data collection cost in terms of energy, time, an…