Discovering Optimal Scoring Mechanisms in Causal Strategic Prediction

Tom Yan, Shantanu Gupta, Zachary Lipton

Faced with data-driven policies, individuals will manipulate their features to obtain favorable decisions. While earlier works cast these manipulations as undesirable gaming, recen…