2 papers
cs.LG2026
Split Federated Learning Architectures for High-Accuracy and Low-Delay Model Training
Yiannis Papageorgiou, Yannis Thomas, Ramin Khalili +1
Can we find a network architecture for ML model training so as to optimize training loss (and thus, accuracy) in Split Federated Learning (SFL)? And can this architecture also redu…
cs.NI2026
Cells on Autopilot: Adaptive Cell (Re)Selection via Reinforcement Learning
Marvin Illian, Ramin Khalili, Antonio A. de A. Rocha +1
The widespread deployment of 5G networks, together with the coexistence of 4G/LTE networks, provides mobile devices a diverse set of candidate cells to connect to. However, associa…