Learning to be Fair: A Consequentialist Approach to Equitable Decision-Making

Alex Chohlas-Wood, Madison Coots, Henry Zhu +2

In an attempt to make algorithms fair, the machine learning literature has largely focused on equalizing decisions, outcomes, or error rates across race or gender groups. To illust…