Informative missingness and its implications in semi-supervised learning

Jinran Wu, You-Gan Wang, Geoffrey J. McLachlan

Semi-supervised learning (SSL) constructs classifiers using both labelled and unlabelled data. It leverages information from labelled samples, whose acquisition is often costly or…