Smart Predict-then-Optimize Method with Dependent Data: Risk Bounds and Calibration of Autoregression

Jixian Liu, Tao Xu, Jianping He +1

The predict-then-optimize (PTO) framework is indispensable for addressing practical stochastic decision-making tasks. It consists of two crucial steps: initially predicting unknown…