2 papers
cs.LG2025
Soft decision trees for survival analysis
Antonio Consolo, Edoardo Amaldi, Emilio Carrizosa
Decision trees are popular in survival analysis for their interpretability and ability to model complex relationships. Survival trees, which predict the timing of singular events u…
eess.SY2025
Counterfactual optimization for fault prevention in complex wind energy systems
Emilio Carrizosa, Martina Fischetti, Roshell Haaker +1
Machine Learning models are increasingly used in businesses to detect faults and anomalies in complex systems. In this work, we take this approach a step further: beyond merely det…