Dissecting the Impact of Model Misspecification in Data-driven Optimization

Adam N. Elmachtoub, Henry Lam, Haixiang Lan +1

Data-driven optimization aims to translate a machine learning model into decision-making by optimizing decisions on estimated costs. Such a pipeline can be conducted by fitting a d…