Learning Dependency Structures for Weak Supervision Models

Paroma Varma, Frederic Sala, Ann He, Alexander Ratner, Christopher Ré

Abstract: Labeling training data is a key bottleneck in the modern machine learning pipeline. Recent weak supervision approaches combine labels from multiple noisy sources by estimating their accuracies with...