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cs.LG2026
The Gaussian-Head OFL Family: One-Shot Federated Learning from Client Global Statistics
Fabio Turazza, Marco Picone, Marco Mamei
Classical Federated Learning relies on a multi-round iterative process of model exchange and aggregation between server and clients, with high communication costs and privacy risks…
cs.LG2026★ 3 cited
Forecasting Energy Availability in Local Energy Communities via LSTM Federated Learning
Fabio Turazza, Marcello Pietri, Natalia Selini Hadjidimitriou +1
Local Energy Communities are emerging as crucial players in the landscape of sustainable development. A significant challenge for these communities is achieving self-sufficiency th…