Explaining Models: An Empirical Study of How Explanations Impact Fairness Judgment

Jonathan Dodge, Q. Vera Liao, Yunfeng Zhang +2

Ensuring fairness of machine learning systems is a human-in-the-loop process. It relies on developers, users, and the general public to identify fairness problems and make improvem…