Reliable Programmatic Weak Supervision with Confidence Intervals for Label Probabilities

Verónica Álvarez, Santiago Mazuelas, Steven An +1

The accurate labeling of datasets is often both costly and time-consuming. Given an unlabeled dataset, programmatic weak supervision obtains probabilistic predictions for the label…