Building Blocks for Variational Bayesian Learning of Latent Variable Models.
Tapani RaikoHarri ValpolaMarkus HarvaJuha KarhunenPublished in: J. Mach. Learn. Res. (2007)
Keyphrases
- building blocks
- variational bayesian learning
- latent variable models
- bayesian learning
- latent variables
- update rules
- marginal likelihood
- real valued
- exponential family
- latent dirichlet allocation
- latent space
- posterior distribution
- hidden markov models
- model selection
- learning problems
- hidden variables
- graphical models
- probabilistic model
- kernel methods
- closed form
- dynamical systems
- random variables
- parameter estimation
- dimensionality reduction
- feature selection