On Nonparametric Guidance for Learning Autoencoder Representations

Jasper Snoek, Ryan Prescott Adams, Hugo Larochelle

Unsupervised discovery of latent representations, in addition to being useful for density modeling, visualisation and exploratory data analysis, is also increasingly important for…