Deep Exponential Families.
Rajesh RanganathLinpeng TangLaurent CharlinDavid M. BleiPublished in: CoRR (2014)
Keyphrases
- exponential family
- graphical models
- variational bayes
- maximum likelihood
- statistical models
- log likelihood
- closed form
- density estimation
- mixture model
- missing values
- order statistics
- variational methods
- probability density function
- em algorithm
- statistical model
- hidden variables
- bayesian networks
- expectation maximization
- gaussian mixture model
- structure learning
- bayesian learning
- belief propagation
- information theoretic
- outlier detection
- generative model