Ranking Abuse via Strategic Pairwise Data Perturbations
arXiv:2604.17805v1 Announce Type: new
Abstract: Pairwise ranking systems based on Maximum Likelihood Estimation (MLE), such as the Bradley-Terry model, are widely used to aggregate preferences from pairwise comparisons. However, their robustness under…