conftrace_

auc optimization

28 papers

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Co-occurring keywords

area under roc curve (10) roc curve (46) semi-supervised learning (2341) surrogate loss (94) class imbalance (555) area under curve (15) bipartite ranking (23) ranking optimization (24) deep neural network (1803) unlabeled document (2)

Papers

Towards Macro-AUC Oriented Imbalanced Multi-Label Continual Learning AAAI 2025
FROC: Building Fair ROC from a Trained Classifier AAAI 2025
AUC Optimization from Multiple Unlabeled Datasets AAAI 2024
AUCSeg: AUC-oriented Pixel-level Long-tail Semantic Segmentation NIPS 2024
Minimax AUC Fairness: Efficient Algorithm with Provable Convergence AAAI 2023
Stochastic Methods for AUC Optimization subject to AUC-based Fairness Constraints AISTATS 2023
DRAUC: An Instance-wise Distributionally Robust AUC Optimization Framework NIPS 2023
Towards Decision-Friendly AUC: Learning Multi-Classifier with AUCµ AAAI 2023
OpenAUC: Towards AUC-Oriented Open-Set Recognition NIPS 2022
AdAUC: End-to-end Adversarial AUC Optimization Against Long-tail Problems ICML 2022
Estimating the Arc Length of the Optimal ROC Curve and Lower Bounding the Maximal AUC NIPS 2022
Multi-class AUC Optimization for Robust Small-footprint Keyword Spotting with Limited Training Data INTERSPEECH 2022
Differentiable Optimization of Generalized Nondecomposable Functions using Linear Programs NIPS 2021
AUC Optimization with a Reject Option AAAI 2020
Generalized and Scalable Optimal Sparse Decision Trees ICML 2020
Quadruply Stochastic Gradient Method for Large Scale Nonlinear Semi-Supervised Ordinal Regression AUC Optimization AAAI 2020
Quadruply Stochastic Gradients for Large Scale Nonlinear Semi-Supervised AUC Optimization IJCAI 2019
Learning Only from Relevant Keywords and Unlabeled Documents IJCNLP 2019
Learning Only from Relevant Keywords and Unlabeled Documents EMNLP 2019
Learning Personalized Attribute Preference via Multi-Task AUC Optimization AAAI 2019
Online and Stochastic Gradient Methods for Non-decomposable Loss Functions NIPS 2014
Learning Structured Models with the AUC Loss and Its Generalizations AISTATS 2014
Ranking Forests JMLR 2013
Surrogate Regret Bounds for the Area Under the ROC Curve via Strongly Proper Losses COLT 2013
One-Pass AUC Optimization ICML 2013