Blocking Gibbs sampling in very large probabilistic expert systems.
Claus S. JensenUffe KjærulffAugustine KongPublished in: Int. J. Hum. Comput. Stud. (1995)
Keyphrases
- gibbs sampling
- expert systems
- belief networks
- hierarchical bayesian
- topic models
- approximate inference
- markov chain
- expectation maximization
- em algorithm
- latent dirichlet allocation
- parameter estimation
- conditional probability distributions
- generative model
- probabilistic model
- probabilistic inference
- bayesian networks
- exact inference
- graphical models
- conditional probabilities
- gaussian process
- markov chain monte carlo
- knowledge base
- knowledge representation
- closed form
- probability distribution
- information retrieval
- machine learning