Linyu Liu

Predict-then-Calibrate: A New Perspective of Robust Contextual LP

Contextual optimization, also known as predict-then-optimize or prescriptive analytics, considers an optimization problem with the presence of covariates (context or side information). The goal is to learn a prediction model (from the training data) that predicts the objective function from the cova…