What Is the Point of Equality in Machine Learning Fairness? Beyond Equality of Opportunity

Youjin Kong

Fairness in machine learning (ML) has become a rapidly growing area of research. But why, in the first place, is unfairness in ML wrong? And why should we care about improving fair…