Partial Order MCMC for Structure Discovery in Bayesian Networks
Teppo NiinimakiPekka ParviainenMikko KoivistoPublished in: CoRR (2012)
Keyphrases
- partial order
- bayesian networks
- lattice structure
- partially ordered
- conditional independencies
- total order
- posterior probability
- approximate inference
- markov chain
- data mining
- structure learning
- generative model
- totally ordered
- conditional probabilities
- monte carlo
- hidden variables
- conditional independence
- markov chain monte carlo
- preference relations
- probability distribution
- reinforcement learning
- causal links