Conditional independence by typing.
Maria I. GorinovaAndrew D. GordonCharles SuttonMatthijs VákárPublished in: CoRR (2020)
Keyphrases
- conditional independence
- bayesian networks
- random variables
- graphical models
- learning bayesian networks
- probability distribution
- causal models
- structure learning
- structure and parameter learning
- directed acyclic graph
- bayesian network structure
- possibility theory
- gaussian model
- statistical independence
- axiomatic characterization
- chain graphs
- markov blanket
- markov chain
- probability theory
- parameter learning
- maximum likelihood
- causal discovery
- causal independence
- conditional independencies
- fuzzy logic