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06/05/2023
LibAUC: A Deep Learning Library for X-Risk Optimization
This paper introduces the award-winning deep learning (DL) library calle...
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03/27/2022
Benchmarking Deep AUROC Optimization: Loss Functions and Algorithmic Choices
The area under the ROC curve (AUROC) has been vigorously applied for imb...
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03/01/2022
When AUC meets DRO: Optimizing Partial AUC for Deep Learning with Non-Convex Convergence Guarantee
In this paper, we propose systematic and efficient gradient-based method...
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12/30/2021