Geometric Identification in Predict-Then-Optimize Learning

Jiaxiao Xu, Changhong Mou, Keji Liu +2

Decision-focused surrogates can recover downstream decisions without identifying the quotient report. We characterize the equality set of the convex Smart Predict-then-Optimize sur…