Deep Exponential Families.
Rajesh RanganathLinpeng TangLaurent CharlinDavid M. BleiPublished in: AISTATS (2015)
Keyphrases
- exponential family
- log likelihood
- maximum likelihood
- graphical models
- statistical models
- variational bayes
- missing values
- closed form
- density estimation
- mixture model
- order statistics
- hidden variables
- variational methods
- gaussian mixture model
- probability density function
- maximum a posteriori
- scoring function
- latent variables
- data sets
- parameter estimation
- prior knowledge
- multiscale