High-dimensional semi-supervised learning: in search for optimal inference of the mean

Yuqian Zhang, Jelena Bradic

A fundamental challenge in semi-supervised learning lies in the observed data's disproportional size when compared with the size of the data collected with missing outcomes. An imp…