A perturbation framework with Drop/Add/Flip and player-removal operations demonstrates that Bradley-Terry leaderboards are non-robust to sub-1% targeted changes that alter top ranks, Kendall tau, and confidence intervals.
The Many Routes to the Ubiquitous
2 Pith papers cite this work. Polarity classification is still indexing.
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2026 2verdicts
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A novel two-level Plackett-Luce model with Bayesian inference supports personalized route choice and preference modeling in smart mobility platforms.
citing papers explorer
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A Unified Perturbation Framework for Analyzing Leaderboard Stability and Manipulation
A perturbation framework with Drop/Add/Flip and player-removal operations demonstrates that Bradley-Terry leaderboards are non-robust to sub-1% targeted changes that alter top ranks, Kendall tau, and confidence intervals.
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A Two-Level Plackett-Luce Model for preference modeling in smart mobility platforms
A novel two-level Plackett-Luce model with Bayesian inference supports personalized route choice and preference modeling in smart mobility platforms.