Alice Cicirello

Relational and Sequential Conformal Inference for Energy Time Series over Graphs via Foundation Models

Keivan Faghih Niresi, Alice Cicirello, Olga Fink

Accurate energy demand forecasting is essential for the reliable operation and planning of modern sustainable energy systems. Spatial-temporal graph neural networks (STGNNs) have recently achieved strong performance in point forecasting by jointly modeling temporal dynamics and r…Read more