Flexible mean field variational inference using mixtures of non-overlapping exponential families.
Jeffrey P. SpencePublished in: CoRR (2020)
Keyphrases
- exponential family
- variational bayes
- mixture model
- variational inference
- graphical models
- bayesian inference
- probabilistic inference
- latent variables
- maximum likelihood
- missing values
- markov chain monte carlo
- density estimation
- hyperparameters
- statistical models
- log likelihood
- bayesian learning
- bayesian networks
- closed form
- em algorithm
- probability density function
- gaussian mixture model
- posterior distribution
- variational methods
- level set
- probabilistic model
- model selection