R.E. Axiomatization of Conditional Independence.
Pavel NaumovBrittany NichollsPublished in: TARK (2013)
Keyphrases
- conditional independence
- bayesian networks
- random variables
- graphical models
- structure learning
- probability distribution
- learning bayesian networks
- situation calculus
- causal models
- gaussian model
- directed acyclic graph
- complete axiomatization
- axiomatic characterization
- conditional independencies
- bayesian network structure
- probability theory
- possibility theory
- causal discovery
- causal independence
- structure and parameter learning
- statistical independence
- probabilistic inference
- neural network
- mutual information
- conditional independence tests