Learning Counterfactually Fair Models via Improved Generation with Neural Causal Models

Krishn Vishwas Kher, Saksham Mittal, Aditya Varun +2

One of the main concerns while deploying machine learning models in real-world applications is fairness. Counterfactual fairness has emerged as an intuitive and natural definition…