A Method of Moments Embedding Constraint and its Application to Semi-Supervised Learning

Michael Majurski, Sumeet Menon, Parniyan Farvardin +1

Discriminative deep learning models with a linear+softmax final layer have a problem: the latent space only predicts the conditional probabilities $p(Y|X)$ but not the full joint d…