R.E. Axiomatization of Conditional Independence.
Pavel NaumovBrittany NichollsPublished in: CoRR (2013)
Keyphrases
- conditional independence
- bayesian networks
- random variables
- graphical models
- probability distribution
- learning bayesian networks
- structure learning
- statistical independence
- situation calculus
- causal models
- probability theory
- directed acyclic graph
- structure and parameter learning
- bayesian network structure
- gaussian model
- causal independence
- complete axiomatization
- possibility theory
- social networks
- chain graphs
- axiomatic characterization
- neural network
- probabilistic model
- search space
- causal discovery
- pairwise