Scalable Decision-Focused Learning through Cost-Sensitive Regression

Noah Schutte, Senne Berden, Tias Guns +2

Many real-world combinatorial problems involve uncertain parameters, which can be predicted given contextual features and historical data. These `predict-then-optimize' or `context…