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cs.LG2025★ 6 cited
Budget-constrained Collaborative Renewable Energy Forecasting Market
Carla Goncalves, Ricardo J. Bessa, Tiago Teixeira +1
Accurate power forecasting from renewable energy sources (RES) is crucial for integrating additional RES capacity into the power system and realizing sustainability goals. This wor…
cs.LG2020
A Critical Overview of Privacy-Preserving Approaches for Collaborative Forecasting
Carla Gonçalves, Ricardo J. Bessa, Pierre Pinson
Cooperation between different data owners may lead to an improvement in forecast quality - for instance by benefiting from spatial-temporal dependencies in geographically distribut…