2 papers
cs.LG2025
Simulating Classification Models for Ex-Ante Evaluation of Predict-Then-Optimize Methods
Pieter Smet
Predict-Then-Optimize combines machine learning predictions with downstream optimization to support decision-making when problem parameters are unknown at the time of solving. Howe…
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…