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Can Cross Entropy Loss Be Robust to Label Noise?

, , , , , and . IJCAI, page 2206-2212. ijcai.org, (2020)Scheduled for July 2020, Yokohama, Japan, postponed due to the Corona pandemic..

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Multiple-instance Learning from Triplet Comparison Bags., , , , , , and . ACM Trans. Knowl. Discov. Data, 18 (4): 90:1-90:18 (May 2024)A Generalized Unbiased Risk Estimator for Learning with Augmented Classes., , , , , and . AAAI, page 9829-9836. AAAI Press, (2023)Gemini: A Dual-Task Co-training Model for Partial Label Learning., , , , and . AI (1), volume 14471 of Lecture Notes in Computer Science, page 328-340. Springer, (2023)Multiple-Instance Learning From Unlabeled Bags With Pairwise Similarity., , , , , , , and . IEEE Trans. Knowl. Data Eng., 35 (11): 11599-11609 (November 2023)Multiple-Instance Learning from Similar and Dissimilar Bags., , , , , , , and . KDD, page 374-382. ACM, (2021)Online binary classification from similar and dissimilar data., , , , , , and . Mach. Learn., 113 (6): 3463-3484 (June 2024)Regularized Matrix Factorization for Multilabel Learning With Missing Labels., , , and . IEEE Trans. Cybern., 52 (5): 3710-3721 (2022)Pointwise Binary Classification with Pairwise Confidence Comparisons., , , , , , , and . CoRR, (2020)Pointwise Binary Classification with Pairwise Confidence Comparisons., , , , , , , and . ICML, volume 139 of Proceedings of Machine Learning Research, page 3252-3262. PMLR, (2021)Incorporating multiple cluster centers for multi-label learning., , , , , and . Inf. Sci., (2022)