Socratic Learning: Augmenting Generative Models to Incorporate Latent Subsets in Training Data

Paroma Varma, Bryan He, Dan Iter +4

A challenge in training discriminative models like neural networks is obtaining enough labeled training data. Recent approaches use generative models to combine weak supervision so…