Predictive Performance Comparison of Decision Policies Under Confounding

Luke Guerdan, Amanda Coston, Kenneth Holstein +1

Predictive models are often introduced to decision-making tasks under the rationale that they improve performance over an existing decision-making policy. However, it is challengin…