Luis Gravano

Interactive Machine Teaching by Labeling Rules and Instances

2024 · arXiv (Cornell University)

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 a single shot, which is difficult in the absence …