roc curve

Active Bipartite Ranking with Smooth Posterior Distributions AISTATS 2025 Conditional Prediction ROC Bands for Graph Classification AISTATS 2025 FROC: Building Fair ROC from a Trained Classifier AAAI 2025 The VOROS: Lifting ROC Curves to 3D to Summarize Unbalanced Classifier Performance AAAI 2025 Uplift Model Evaluation with Ordinal Dominance Graphs JMLR 2025 Assessing Uncertainty in Similarity Scoring: Performance & Fairness in Face Recognition ICLR 2024 Classifier Calibration with ROC-Regularized Isotonic Regression AISTATS 2024 From Biased Selective Labels to Pseudo-Labels: An Expectation-Maximization Framework for Learning from Biased Decisions ICML 2024 Active Bipartite Ranking NeurIPS 2023 AUC-based Selective Classification AISTATS 2023 Leveraging Structure for Improved Classification of Grouped Biased Data AAAI 2023 Never mind the metrics---what about the uncertainty? Visualising binary confusion matrix metric distributions to put performance in perspective ICML 2023 On the Theoretical Equivalence of Several Trade-Off Curves Assessing Statistical Proximity JMLR 2023 Optimizing ROC Curves with a Sort-Based Surrogate Loss for Binary Classification and Changepoint Detection JMLR 2023 Pointwise sampling uncertainties on the Precision-Recall curve AISTATS 2023 Weighted ROC Curve in Cost Space: Extending AUC to Cost-Sensitive Learning NeurIPS 2023 Estimating the Arc Length of the Optimal ROC Curve and Lower Bounding the Maximal AUC NeurIPS 2022 On the consistent estimation of optimal Receiver Operating Characteristic (ROC) curve NeurIPS 2022 Constrained Optimization to Train Neural Networks on Critical and Under-Represented Classes NeurIPS 2021 Implicit rate-constrained optimization of non-decomposable objectives ICML 2021 Learning Fair Scoring Functions: Bipartite Ranking under ROC-based Fairness Constraints AISTATS 2021 Out of a Hundred Trials, How Many Errors Does Your Speaker Verifier Make? Interspeech 2021 Predicting Classification Accuracy When Adding New Unobserved Classes ICLR 2021 Stochastic Proximal AUC Maximization JMLR 2021 When All We Need is a Piece of the Pie: A Generic Framework for Optimizing Two-way Partial AUC ICML 2021