2025
Locally Convex Global Loss Network for Decision-Focused Learning
AAAI 2025technical
In decision-making problems under uncertainty, predicting unknown parameters is often considered independent of the optimization part. Decision-focused learning (DFL) is a task-oriented framework that integrates prediction and optimization by adapting the predictive model to give better decisions fo…