3 citations · 4 across the 5 of their papers we have counts for
3 papers · 1 filter
Blockchain Federated Learning for Sustainable Retail: Reducing Waste through Collaborative Demand Forecasting
Fabio Turazza, Alessandro Neri, Marcello Pietri +3
Effective demand forecasting is crucial for reducing food waste. However, data privacy concerns often hinder collaboration among retailers, limiting the potential for improved pred…
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…
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…