Latent Variable Models

In the previous sections, we discussed two approaches to learning p(x): autoregressive models (ARMs) in Chap. 3 and flow-based models (or flows for short) in Chap. 4 . Both ARMs and flows model the likelihood function directly, that is, either by factorizing the distribution and parameterizing conditional distributions p(xd|x