[其他] ICML-Lower-Bounded Proper Losses for Weakly Supervised Classification [推广有奖]

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发表于 2025-8-10 10:04:22 |AI写论文

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Lower-Bounded Proper Losses for Weakly Supervised Classification

            Shuhei M. Yoshida 1 2 Takashi Takenouchi 2 3 Masashi Sugiyama 2 4

         Abstract                an instance with a label that may be corrupted. Positive-
                                 unlabeled (PU) learning of binary classification uses positive
This paper discusses the problem of weakly su-
                                 and unlabeled data, but not labeled negative data (Elkan &
pervised cl ...