Stability and Multigroup Fairness in Ranking with Uncertain Predictions

Siddartha Devic, Aleksandra Korolova, David Kempe +1

Rankings are ubiquitous across many applications, from search engines to hiring committees. In practice, many rankings are derived from the output of predictors. However, when pred…