251 citations · 729 across the 55 of their papers we have counts for
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cs.CE2022
Clustered Vehicular Federated Learning: Process and Optimization
Afaf Taik, Zoubeir Mlika, Soumaya Cherkaoui
Federated Learning (FL) is expected to play a prominent role for privacy-preserving machine learning (ML) in autonomous vehicles. FL involves the collaborative training of a single…
cs.CE2022★ 251 cited
Electrical Load Forecasting Using Edge Computing and Federated Learning
Afaf Taik, Soumaya Cherkaoui
In the smart grid, huge amounts of consumption data are used to train deep learning models for applications such as load monitoring and demand response. However, these applications…