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area under roc curve

10 papers

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auc optimization (5) deep neural network (3) roc curve (3) binary classification (3) bipartite ranking (2) skew normal distribution (1) limited training data (1) difference of convex optimization (1) machine learning classification (1) neural network (1)

Papers

AUC Optimization from Multiple Unlabeled Datasets AAAI 2024 Large-scale Optimization of Partial AUC in a Range of False Positive Rates NeurIPS 2022 Multi-class AUC Optimization for Robust Small-footprint Keyword Spotting with Limited Training Data Interspeech 2022 Constrained Optimization to Train Neural Networks on Critical and Under-Represented Classes NeurIPS 2021 Predicting Forest Fire Using Remote Sensing Data And Machine Learning AAAI 2021 Skewness Ranking Optimization for Personalized Recommendation UAI 2020 How Does Knowledge of the AUC Constrain the Set of Possible Ground-Truth Labelings? AAAI 2019 Ranking Forests JMLR 2013 Surrogate Regret Bounds for the Area Under the ROC Curve via Strongly Proper Losses COLT 2013 AUC optimization and the two-sample problem NeurIPS 2009