Estimating Densities with Non-Parametric Exponential Families
Lin YuanSergey KirshnerRobert GivanPublished in: CoRR (2012)
Keyphrases
- exponential family
- probability density function
- density estimation
- variational bayes
- maximum likelihood
- closed form
- log likelihood
- graphical models
- statistical models
- bayesian framework
- mixture model
- probability distribution
- posterior probability
- gaussian mixture model
- topic models
- low dimensional
- missing values
- variational methods
- data analysis