BONETTI, PAOLO
BONETTI, PAOLO
DIPARTIMENTO DI ELETTRONICA, INFORMAZIONE E BIOINGEGNERIA
Advancing drought monitoring via feature extraction and multi-task learning algorithms
2022-01-01 Giuliani, Matteo; Bonetti, Paolo; Metelli, ALBERTO MARIA; Restelli, Marcello; Castelletti, ANDREA FRANCESCO
Causal feature selection via transfer entropy
2024-01-01 Bonetti, Paolo; Metelli, ALBERTO MARIA; Restelli, Marcello
Data Bottlenecks and Algorithmic Lag in AI for Droughts: A Review of 20-Years Worth of Trends
2025-01-01 Ascenso, Guido; Giuliani, Matteo; Pérez-Aracil, Jorge; Salcedo-Sanz, Sancho; Bertini, Claudi; Camps-Valls, Gustau; Bonetti, Paolo; Linscheid, Nora; Merlo, Martina; Fernández-Torres, Miguel-Ángel; Palcic, Giulio; Ficchì, Andrea; Reichstein, Markus; Toreti, Andrea; Castelletti, Andrea; Restelli, Marcello; Walt, Eliot
Interpretable linear dimensionality reduction based on bias-variance analysis
2024-01-01 Bonetti, P.; Metelli, A. M.; Restelli, M.
Interpretable Machine Learning for Extreme Events detection: An application to droughts in the Po River Basin
2024-01-01 Bonetti, Paolo; Giuliani, Matteo; Cardigliano, Veronica; Metelli, ALBERTO MARIA; Restelli, Marcello; Castelletti, Andrea
Interpretable Target-Feature Aggregation for Multi-task Learning Based on Bias-Variance Analysis
2024-01-01 Bonetti, Paolo; Metelli, ALBERTO MARIA; Restelli, Marcello
“So, Tell Me About Your Policy…”: Distillation of Interpretable Policies from Deep Reinforcement Learning Agents
2025-01-01 Dispoto, Giovanni; Bonetti, Paolo; Restelli, Marcello