Fair Pairs: Fairness-Aware Ranking Recovery from Pairwise Comparisons

Georg Ahnert, Antonio Ferrara, Claudia Wagner

Pairwise comparisons based on human judgements are an effective method for determining rankings of items or individuals. However, as human biases perpetuate from pairwise compariso…