Non-parametric targeted Bayesian estimation of class proportions in unlabeled data

Iván Díaz, Oleksander Savenkov, Hooman Kamel

We introduce a novel Bayesian estimator for the class proportion in an unlabeled dataset, based on the targeted learning framework. Our procedure requires the specification of a pr…