Parallel Gibbs Sampling: From Colored Fields to Thin Junction Trees.
Joseph GonzalezYucheng LowArthur GrettonCarlos GuestrinPublished in: AISTATS (2011)
Keyphrases
- gibbs sampling
- junction tree
- belief networks
- exact inference
- approximate inference
- markov chain
- topic models
- probabilistic inference
- parameter estimation
- latent dirichlet allocation
- bayesian networks
- em algorithm
- message passing
- graphical models
- markov chain monte carlo
- expectation maximization
- conditional probabilities
- closed form
- belief propagation
- probabilistic model
- stereo matching
- monte carlo
- probability distribution
- data mining