Fairness Evaluation for Uplift Modeling in the Absence of Ground Truth

Serdar Kadioglu, Filip Michalsky

The acceleration in the adoption of AI-based automated decision-making systems poses a challenge for evaluating the fairness of algorithmic decisions, especially in the absence of…