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roc curve

46 papers

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Co-occurring keywords

binary classification (678) bipartite ranking (23) area under curve (15) auc optimization (28) partial auc (9) binary classifier (60) precision-recall curve (9) area under roc curve (10) ensemble learning (1274) anomaly detection (747)

Papers

The VOROS: Lifting ROC Curves to 3D to Summarize Unbalanced Classifier Performance AAAI 2025
Uplift Model Evaluation with Ordinal Dominance Graphs JMLR 2025
FROC: Building Fair ROC from a Trained Classifier AAAI 2025
Classifier Calibration with ROC-Regularized Isotonic Regression AISTATS 2024
Active Bipartite Ranking NIPS 2023
Optimizing ROC Curves with a Sort-Based Surrogate Loss for Binary Classification and Changepoint Detection JMLR 2023
Leveraging Structure for Improved Classification of Grouped Biased Data AAAI 2023
AUC-based Selective Classification AISTATS 2023
Pointwise sampling uncertainties on the Precision-Recall curve AISTATS 2023
Weighted ROC Curve in Cost Space: Extending AUC to Cost-Sensitive Learning NIPS 2023
On the Theoretical Equivalence of Several Trade-Off Curves Assessing Statistical Proximity JMLR 2023
Never mind the metrics---what about the uncertainty? Visualising binary confusion matrix metric distributions to put performance in perspective ICML 2023
Estimating the Arc Length of the Optimal ROC Curve and Lower Bounding the Maximal AUC NIPS 2022
On the consistent estimation of optimal Receiver Operating Characteristic (ROC) curve NIPS 2022
When All We Need is a Piece of the Pie: A Generic Framework for Optimizing Two-way Partial AUC ICML 2021
Stochastic Proximal AUC Maximization JMLR 2021
Out of a Hundred Trials, How Many Errors Does Your Speaker Verifier Make? INTERSPEECH 2021
Learning Fair Scoring Functions: Bipartite Ranking under ROC-based Fairness Constraints AISTATS 2021
Implicit rate-constrained optimization of non-decomposable objectives ICML 2021
Constrained Optimization to Train Neural Networks on Critical and Under-Represented Classes NIPS 2021
PrivateEye: Scalable and Privacy-Preserving Compromise Detection in the Cloud NSDI 2020
Estimating weighted areas under the ROC curve NIPS 2020
Semi-Supervised Learning for Maximizing the Partial AUC AAAI 2020
Does Face Recognition Accuracy Get Better With Age? Deep Face Matchers Say No WACV 2020
Assessing Disparate Impact of Personalized Interventions: Identifiability and Bounds NIPS 2019