bradley-terry-luce model

Finding the Signal in the Spam: Jointly Learning Rewards and Worker Reliability from Pairwise Comparisons UAI 2026 Bayesian Optimization from Human Feedback: Near-Optimal Regret Bounds ICML 2025 A Graph Theoretic Approach for Preference Learning with Feature Information UAI 2024 Axioms for AI Alignment from Human Feedback NeurIPS 2024 Provably Robust DPO: Aligning Language Models with Noisy Feedback ICML 2024 ℓ_∞-Bounds of the MLE in the BTL Model under General Comparison Graphs UAI 2022 Detecting Abrupt Changes in Sequential Pairwise Comparison Data NeurIPS 2022 Generalized Results for the Existence and Consistency of the MLE in the Bradley-Terry-Luce Model ICML 2022 A Multiclass Classification Approach to Label Ranking AISTATS 2020 Estimation of Skill Distribution from a Tournament NeurIPS 2020 Minimax Rate for Learning From Pairwise Comparisons in the BTL Model ICML 2020 Stretching the Effectiveness of MLE from Accuracy to Bias for Pairwise Comparisons AISTATS 2020 Graph Resistance and Learning from Pairwise Comparisons ICML 2019 Landmark Ordinal Embedding NeurIPS 2019 Accelerated Spectral Ranking ICML 2018 Stochastically Transitive Models for Pairwise Comparisons: Statistical and Computational Issues ICML 2016 When can we rank well from comparisons of O(n\log(n)) non-actively chosen pairs? COLT 2016 Estimation from Pairwise Comparisons: Sharp Minimax Bounds with Topology Dependence AISTATS 2015 Ranking from Stochastic Pairwise Preferences: Recovering Condorcet Winners and Tournament Solution Sets at the Top ICML 2015 Spectral MLE: Top-K Rank Aggregation from Pairwise Comparisons ICML 2015 A Statistical Convergence Perspective of Algorithms for Rank Aggregation from Pairwise Data ICML 2014 Iterative ranking from pair-wise comparisons NeurIPS 2012