Learning Predictive Ambiguity Sets for Decision-Focused Distributionally Robust Optimization

Junjie Guo

Predict-then-optimize systems usually compress uncertainty into a point forecast and then solve a downstream optimization problem as if the forecast were reliable. Distributionally…