Conditional Independence by Typing.
Maria I. GorinovaAndrew D. GordonCharles SuttonMatthijs VákárPublished in: ACM Trans. Program. Lang. Syst. (2022)
Keyphrases
- conditional independence
- bayesian networks
- random variables
- graphical models
- probability distribution
- learning bayesian networks
- structure learning
- axiomatic characterization
- directed acyclic graph
- gaussian model
- causal models
- probability theory
- possibility theory
- structure and parameter learning
- chain graphs
- conditional independencies
- causal independence
- bayesian network structure
- statistical independence
- higher order
- markov property
- image segmentation
- social networks