Articles with "virtual clients" as a keyword



FedVC: Virtual Clients for Federated Autonomous Driving With Imbalanced Label Distribution

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Published in 2025 at "IEEE Transactions on Consumer Electronics"

DOI: 10.1109/tce.2025.3554180

Abstract: Federated learning in autonomous driving safeguards the privacy of individual vehicles during collaborative training by avoiding the exchange of raw data. These vehicles often suffer from imbalanced label distribution, making the federated learning model developed… read more here.

Keywords: distribution; virtual clients; federated learning; imbalanced label ... See more keywords