Bayesian Inference in Infinite Multivariate McDonald's Beta Mixture Model.
Darya ForouzanfarNarges ManouchehriNizar BouguilaPublished in: ICAISC (2) (2023)
Keyphrases
- bayesian inference
- mixture model
- probabilistic model
- dependency parsing
- finite mixture models
- gaussian mixture model
- generative model
- variational inference
- language model
- graphical models
- mixture modeling
- expectation maximization
- density estimation
- hyperparameters
- prior information
- bayesian model
- unsupervised learning
- latent variables
- multivariate data
- markov networks
- model selection
- em algorithm
- variational bayes
- probability density function
- hierarchical bayesian
- regression model
- bayesian networks
- particle filter
- machine learning
- gaussian mixture
- conditional probabilities
- mixture of gaussians
- data sets
- maximum likelihood