Fairness in Ranking: Robustness through Randomization without the Protected Attribute

1 code implementation • 28 Mar 2024 • Andrii Kliachkin, Eleni Psaroudaki, Jakub Marecek, Dimitris Fotakis

Second, there are multiple measures of fairness of rankings, and optimization-based methods utilizing a single measure of fairness of rankings may produce rankings that are unfair with respect to other measures.

Attribute Fairness +1