Learning the Structure of Generative Models without Labeled Data

Stephen H. Bach, Bryan Dawei He, Alexander Ratner, Christopher Ré

Abstract: Curating labeled training data has become the primary bottleneck in machine learning. Recent frameworks address this bottleneck with generative models to synthesize labels at scale from weak superv...