predict-then-optimize

3 papers

• Conformal Prediction for Ensembles: Improving Efficiency via Score-Based Aggregation
• Feasibility-Aware Decision-Focused Learning for Predicting Parameters in the Constraints
• Solver-Free Decision-Focused Learning for Linear Optimization Problems