Disa Sariola

The Illusion of Fairness: Auditing Fairness Interventions in Algorithmic Hiring with Audit Studies

Classifiers trained on historical data are deployed in the real world to automate decisions from hiring to loan issuance. Judging the fairness and efficiency of these systems, and their human counterparts, is a complex and important topic studied across both computational and social sciences. One c