Modeling and inference for mixtures of simple symmetric exponential families of -dimensional distributions for vectors with binary coordinates.
Abhishek ChakrabortyStephen B. VardemanPublished in: Stat. Anal. Data Min. (2021)
Keyphrases
- exponential family
- variational bayes
- mixture model
- variational inference
- maximum likelihood
- closed form
- density estimation
- graphical models
- log likelihood
- probability distribution
- statistical models
- probabilistic model
- kl divergence
- variational methods
- markov chain monte carlo
- order statistics
- bayesian inference
- probabilistic inference
- probability density function
- dirichlet process
- feature vectors