2 papers
cs.LG2025
Simulating classification models to evaluate Predict-Then-Optimize methods
Pieter Smet
Uncertainty in optimization is often represented as stochastic parameters in the optimization model. In Predict-Then-Optimize approaches, predictions of a machine learning model ar…
cs.LG2025
Prediction accuracy versus rescheduling flexibility in elective surgery management
Pieter Smet, Martina Doneda, Ettore Lanzarone +1
The availability of downstream resources plays is critical in planning the admission of elective surgery patients. The most crucial one is inpatient beds. To ensure bed availabilit…