Automated Directed Fairness Testing

Sakshi Udeshi, Pryanshu Arora, Sudipta Chattopadhyay

Fairness is a critical trait in decision making. As machine-learning models are increasingly being used in sensitive application domains (e.g. education and employment) for decisio…