Robust and Efficient Imbalanced Positive-Unlabeled Learning with Self-supervision

Emilio Dorigatti, Jonas Schweisthal, Bernd Bischl +1

Learning from positive and unlabeled (PU) data is a setting where the learner only has access to positive and unlabeled samples while having no information on negative examples. Su…