Full Bayesian inference with hazard mixture models.
Julyan ArbelAntonio LijoiBernardo NipotiPublished in: Comput. Stat. Data Anal. (2016)
Keyphrases
- bayesian inference
- mixture model
- probabilistic model
- generative model
- gaussian mixture model
- hyperparameters
- em algorithm
- variational inference
- expectation maximization
- language model
- density estimation
- prior information
- graphical models
- latent variables
- bayesian model
- hidden variables
- maximum likelihood
- markov networks
- conditional random fields
- information retrieval
- bayesian networks
- automatic model selection
- mixture modeling
- variational bayes
- markov chain monte carlo
- topic models
- gaussian mixture
- model selection
- conditional probabilities
- expectation propagation
- unsupervised learning
- prior knowledge
- gaussian process
- data points
- decision trees
- feature selection
- data sets
- probability density function