Learning to Rank with Top-$K$ Fairness

Boyang Zhang, Quanqi Hu, Mingxuan Sun +2

Fairness in ranking models is crucial, as disparities in exposure can disproportionately affect protected groups. Most fairness-aware ranking systems focus on ensuring comparable a…