Articles with "device sampling" as a keyword



Debiased Device Sampling for Federated Edge Learning in Wireless Networks

Sign Up to like & get
recommendations!
Published in 2025 at "IEEE Transactions on Mobile Computing"

DOI: 10.1109/tmc.2024.3464740

Abstract: As a privacy-preserved distributed machine learning paradigm, federated edge learning (FEL) was designed to absorb knowledge from user devices to construct intelligent services without transmitting raw data. However, this paradigm depends on the local training… read more here.

Keywords: device; federated edge; wireless networks; device sampling ... See more keywords