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Multiple-Instance Learning From Unlabeled Bags With Pairwise Similarity.

, , , , , , , and . IEEE Trans. Knowl. Data Eng., 35 (11): 11599-11609 (November 2023)

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Multi-complementary and unlabeled learning for arbitrary losses and models., , and . Pattern Recognit., (2022)Consistent Hierarchical Classification with A Generalized Metric., , and . AISTATS, volume 238 of Proceedings of Machine Learning Research, page 4825-4833. PMLR, (2024)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)Regression with Cost-based Rejection., , , , , and . NeurIPS, (2023)Multi-Class Classification from Single-Class Data with Confidences., , , , , , and . CoRR, (2021)In Defense of Softmax Parametrization for Calibrated and Consistent Learning to Defer., , , , and . CoRR, (2023)Generalizing Consistent Multi-Class Classification with Rejection to be Compatible with Arbitrary Losses., , , , , , , and . NeurIPS, (2022)Multi-Complementary and Unlabeled Learning for Arbitrary Losses and Models., and . CoRR, (2020)Multi-variable estimation-based safe screening rule for small sphere and large margin support vector machine., , and . Knowl. Based Syst., (2020)