Amortised Learning by Wake-Sleep

Li K. Wenliang, Theodore Moskovitz, Heishiro Kanagawa +1

Models that employ latent variables to capture structure in observed data lie at the heart of many current unsupervised learning algorithms, but exact maximum-likelihood learning f…