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Nonparametric targeted Bayesian estimation of class proportions in unlabeled data

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We introduce a novel Bayesian estimator for the class proportion in an unlabeled dataset, based on the targeted learning framework. The procedure requires the specification of a prior (and outputs a posterior) only for the target of inference, and yields a tig... ...