Fast and Three-rious: Speeding Up Weak Supervision with Triplet Methods

Daniel Y. Fu, Mayee F. Chen, Frederic Sala +3

Weak supervision is a popular method for building machine learning models without relying on ground truth annotations. Instead, it generates probabilistic training labels by estima…