Co-training for Demographic Classification Using Deep Learning from Label Proportions

Ehsan Mohammady Ardehaly, Aron Culotta

Deep learning algorithms have recently produced state-of-the-art accuracy in many classification tasks, but this success is typically dependent on access to many annotated training…