Prediction Loss Guided Decision-Focused Learning

Haeun Jeon, Hyunglip Bae, Chanyeong Kim +2

Decision-making under uncertainty is often considered in two stages: predicting the unknown parameters, and then optimizing decisions based on predictions. While traditional predic…