Leaving the Nest: Going Beyond Local Loss Functions for Predict-Then-Optimize

Sanket Shah, Andrew Perrault, Bryan Wilder +1

Predict-then-Optimize is a framework for using machine learning to perform decision-making under uncertainty. The central research question it asks is, "How can the structure of a…