SinoXiv
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results found
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 un...
Pairwise ranking
Bradley–Terry model
adversarial manipula- tion
social choice
ranking robustness
Deriving global rankings from noisy and incomplete pairwise comparisons is a fundamental problem with applications in sports analytics, preference aggregation, and evaluation. Many recent approaches r...
Ranking
Pairwise comparisons
Feedback arc set
Directed graphs
Training-free methods
