Strategically Deceptive Model Deployment in Performative Prediction

Javier Sanguino Bautiste, Thomas Kehrenberg, Jose A. Lozano +1

Machine Learning systems are increasingly deployed in decision-making settings that shape user behavior and, in turn, the data on which future decisions are based. Performative Pre…