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Approximate Reduction from AUC Maximization to 1-Norm Soft Margin Optimization.

, , and . ALT, volume 6925 of Lecture Notes in Computer Science, page 324-337. Springer, (2011)

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Cell Detection from Imperfect Annotation by Pseudo Label Selection Using P-classification., , , and . MICCAI (8), volume 12908 of Lecture Notes in Computer Science, page 425-434. Springer, (2021)Counting Network for Learning from Majority Label., , , and . ICASSP, page 7025-7029. IEEE, (2024)No Regret Sample Selection with Noisy Labels., , and . CoRR, (2020)Learning From Label Proportion with Online Pseudo-Label Decision by Regret Minimization., , , and . ICASSP, page 1-5. IEEE, (2023)Optimal Rejection Function Meets Character Recognition Tasks., , , and . ACPR (2), volume 12047 of Lecture Notes in Computer Science, page 169-183. Springer, (2019)MixBag: Bag-Level Data Augmentation for Learning from Label Proportions., , , and . ICCV, page 16524-16533. IEEE, (2023)Top-Rank Learning Robust to Outliers., , and . ICONIP (3), volume 13110 of Lecture Notes in Computer Science, page 608-619. Springer, (2021)Learning from Partial Label Proportions for Whole Slide Image Segmentation., , , , , , and . MICCAI (11), volume 15011 of Lecture Notes in Computer Science, page 372-382. Springer, (2024)Online Prediction under Submodular Constraints., , , , and . ALT, volume 7568 of Lecture Notes in Computer Science, page 260-274. Springer, (2012)Simplified and unified analysis of various learning problems by reduction to Multiple-Instance Learning., and . UAI, volume 180 of Proceedings of Machine Learning Research, page 1896-1906. PMLR, (2022)