Self-fulfilling and self-negating predictions: a short tale of performativity in machine learning
This post is based on results and discussions from a series of joint works with Moritz Hardt, Celestine Mendler-Dünner, John Miller, and Juan C. Perdomo. In 1998, Michel Callon wrote …