An EDA based on local markov property and gibbs sampling.
Siddhartha ShakyaRoberto SantanaPublished in: GECCO (2008)
Keyphrases
- gibbs sampling
- markov property
- random variables
- markov chain
- conditional independence
- state space
- approximate inference
- graphical models
- directed acyclic graph
- markov models
- temporal context
- topic models
- parameter estimation
- belief networks
- em algorithm
- expectation maximization
- latent dirichlet allocation
- exact inference
- markov model
- markov chain monte carlo
- bayesian networks
- causal models
- maximum likelihood
- probabilistic inference
- belief propagation
- dynamic programming
- message passing
- conditional probabilities
- probability distribution
- probabilistic model
- computer vision