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bipartite ranking

23 papers

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Co-occurring keywords

roc curve (46) regret bound (1926) proper loss (26) generalization bound (652) class probability estimation (8) risk bound (71) pairwise loss (19) area under roc curve (10) surrogate loss (94) ranking algorithm (20)

Papers

On Ranking-based Tests of Independence AISTATS 2024
$H$-Consistency Bounds for Pairwise Misranking Loss Surrogates ICML 2023
Proper Losses, Moduli of Convexity, and Surrogate Regret Bounds COLT 2023
Active Bipartite Ranking NIPS 2023
Learning Fair Scoring Functions: Bipartite Ranking under ROC-based Fairness Constraints AISTATS 2021
Simple Stochastic and Online Gradient Descent Algorithms for Pairwise Learning NIPS 2021
Risk Bounds for Low Cost Bipartite Ranking UAI 2020
The Fairness of Risk Scores Beyond Classification: Bipartite Ranking and the XAUC Metric NIPS 2019
Stochastic Proximal Algorithms for AUC Maximization ICML 2018
Bipartite Ranking: a Risk-Theoretic Perspective JMLR 2016
A ranking approach to global optimization ICML 2016
Surrogate Regret Bounds for Bipartite Ranking via Strongly Proper Losses JMLR 2014
Anomaly Ranking as Supervised Bipartite Ranking ICML 2014
Top Rank Optimization in Linear Time NIPS 2014
Bayes-Optimal Scorers for Bipartite Ranking COLT 2014
Ranking Forests JMLR 2013
Active Sampling of Pairs and Points for Large-scale Linear Bipartite Ranking ACML 2013
Surrogate Regret Bounds for the Area Under the ROC Curve via Strongly Proper Losses COLT 2013
On the Relationship Between Binary Classification, Bipartite Ranking, and Binary Class Probability Estimation NIPS 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
Generalization Bounds for the Area Under the ROC Curve JMLR 2005