bipartite ranking

Active Bipartite Ranking with Smooth Posterior Distributions AISTATS 2025 Bipartite Ranking From Multiple Labels: On Loss Versus Label Aggregation ICML 2025 Enhanced H-Consistency Bounds ALT 2025 On Ranking-based Tests of Independence AISTATS 2024 H-Consistency Bounds for Pairwise Misranking Loss Surrogates ICML 2023 Active Bipartite Ranking NeurIPS 2023 Proper Losses, Moduli of Convexity, and Surrogate Regret Bounds COLT 2023 Learning Fair Scoring Functions: Bipartite Ranking under ROC-based Fairness Constraints AISTATS 2021 Simple Stochastic and Online Gradient Descent Algorithms for Pairwise Learning NeurIPS 2021 Risk Bounds for Low Cost Bipartite Ranking UAI 2020 The Fairness of Risk Scores Beyond Classification: Bipartite Ranking and the XAUC Metric NeurIPS 2019 Stochastic Proximal Algorithms for AUC Maximization ICML 2018 A ranking approach to global optimization ICML 2016 Bipartite Ranking: a Risk-Theoretic Perspective JMLR 2016 Anomaly Ranking as Supervised Bipartite Ranking ICML 2014 Bayes-Optimal Scorers for Bipartite Ranking COLT 2014 Surrogate Regret Bounds for Bipartite Ranking via Strongly Proper Losses JMLR 2014 Top Rank Optimization in Linear Time NeurIPS 2014 Active Sampling of Pairs and Points for Large-scale Linear Bipartite Ranking ACML 2013 On the Relationship Between Binary Classification, Bipartite Ranking, and Binary Class Probability Estimation NeurIPS 2013 Ranking Forests JMLR 2013 Surrogate Regret Bounds for the Area Under the ROC Curve via Strongly Proper Losses COLT 2013 Generalization Bounds for Online Learning Algorithms with Pairwise Loss Functions COLT 2012 On Equivalence Relationships Between Classification and Ranking Algorithms JMLR 2011 Ranking the Best Instances JMLR 2007