A Unified View on Learning Unnormalized Distributions via Noise-Contrastive Estimation

J. Jon Ryu, Abhin Shah, Gregory W. Wornell

This paper studies a family of estimators based on noise-contrastive estimation (NCE) for learning unnormalized distributions. The main contribution of this work is to provide a un…