Adaptation of a Mixture of Multivariate Bernoulli Distributions.
Ankur KamtheMiguel Á. Carreira-PerpiñánAlberto CerpaPublished in: IJCAI (2011)
Keyphrases
- exponential family
- mixture model
- finite mixtures
- probability distribution function
- dirichlet process
- multivariate gaussian
- maximum likelihood
- density estimation
- graphical models
- heavy tailed distributions
- closed form
- gaussian densities
- gaussian distribution
- em algorithm
- mixture components
- gaussian mixture model
- heavy tailed
- log likelihood
- statistical models
- maximum likelihood estimation
- covariance matrix
- von mises fisher
- mixture distributions
- probabilistic model
- multivariate normal
- multi task learning
- expectation maximization
- generative model
- unsupervised learning
- dependence structure
- missing values
- gaussian model
- order statistics
- parameter estimation
- mixture distribution
- variational inference
- variational methods
- real valued
- regression model
- mixture modeling
- gaussian mixture
- posterior distribution
- gaussian density
- probability density function