Abstract: Machine Learning (ML) is transforming education through Personalized Learning, Intelligent Tutoring Systems (ITS), and Learning Analytics. ML models dynamically adjust content, optimize ...
Deploying transformer models in Personalized Federated Learning (PFL) at the wireless edge faces critical challenges, including high communication overhead, latency, and energy consumption. Existing ...