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class proportion estimation

3 papers

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Co-occurring keywords · papers mentioning both

domain adaptation (2) anomaly rejection (1) labeled training data (1) unlabeled testing data (1) neural network (1) positive-unlabeled learning (1) minimax rate (1) nonparametric classification (1) label shift (1) distribution shift (1)

Papers

Minimax optimal approaches to the label shift problem in non-parametric settings JMLR 2022 Fast Nonparametric Estimation of Class Proportions in the Positive-Unlabeled Classification Setting AAAI 2020 Class Proportion Estimation with Application to Multiclass Anomaly Rejection AISTATS 2014