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Papers
Model-free Change-Point Detection Using AUC of a Classifier
JMLR 2025
Uplift Model Evaluation with Ordinal Dominance Graphs
JMLR 2025
A Closer Look at AUROC and AUPRC under Class Imbalance
NeurIPS 2024
Schroedinger’s Threshold: When the AUC Doesn’t Predict Accuracy
COLING 2024
AUC-based Selective Classification
AISTATS 2023
On Computing Pairwise Statistics with Local Differential Privacy
NeurIPS 2023
Optimizing ROC Curves with a Sort-Based Surrogate Loss for Binary Classification and Changepoint Detection
JMLR 2023
The effect of clinical intervention on the speech of individuals with PTSD: features and recognition performances
Interspeech 2023
Membership Inference Attacks Against Self-supervised Speech Models
Interspeech 2022
OpenAUC: Towards AUC-Oriented Open-Set Recognition
NeurIPS 2022
AUCμ: A Performance Metric for Multi-Class Machine Learning Models
ICML 2019
Language Recognition Using Triplet Neural Networks
Interspeech 2019
PAC-Bayesian AUC classification and scoring
NeurIPS 2014
Empirical performance maximization for linear rank statistics
NeurIPS 2008
Boosting the Area under the ROC Curve
NeurIPS 2007
Generalization Bounds for the Area Under the ROC Curve
JMLR 2005