Interactive Machine Teaching by Labeling Rules and Instances

Giannis Karamanolakis, Daniel Hsu, Luis Gravano

Weakly supervised learning aims to reduce the cost of labeling data by using expert-designed labeling rules. However, existing methods require experts to design effective rules in…