The Hidden Life of Latent Variables: Bayesian Learning with Mixed Graph Models.
Ricardo Bezerra de Andrade e SilvaZoubin GhahramaniPublished in: J. Mach. Learn. Res. (2009)
Keyphrases
- bayesian learning
- latent variables
- posterior distribution
- probabilistic model
- variational bayes
- observed variables
- random variables
- latent variable models
- prior knowledge
- real valued
- markov chain monte carlo
- gaussian process
- approximate inference
- free energy
- topic models
- hidden variables
- model selection
- hidden markov models
- latent space
- data sets
- training set
- parameter estimation
- graphical models