02 — Latent Variable Models
Models that posit hidden (unobserved) variables to explain patterns in observed data — including Hidden Markov Models for sequences and Variational Autoencoders for continuous latent spaces.
Notes
- Latent Variable Models — EM algorithm, Hidden Markov Models, VAE connection, applications