Liang, Annie; Lu, Jay; Mu, Xiaosheng - 2022
the algorithm’s inputs? To answer these questions, we propose a model in which a designer chooses an algorithm that maps … for how to trade off accuracy and fair- ness), and identify simple statistical properties of the algorithm’s inputs that …Algorithms are increasingly used to guide decisions in high-stakes contexts, such as who should receive bail, be …
