The Power and Limits of Predictive Approaches to Observational-Data-Driven Optimization

Dimitris Bertsimas, Nathan Kallus

While data-driven decision-making is transforming modern operations, most large-scale data is of an observational nature, such as transactional records. These data pose unique chal…