2 papers
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
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…