Conditional Independence Structures Over Four Discrete Random Variables Revisited: Conditional Ingleton Inequalities.
Milan StudenýPublished in: IEEE Trans. Inf. Theory (2021)
Keyphrases
- conditional independence
- discrete random variables
- conditional probabilities
- bayesian networks
- random variables
- probability distribution
- chain graphs
- independence relations
- graphical models
- structure learning
- learning bayesian networks
- bayesian network structure
- directed acyclic graph
- probability theory
- axiomatic characterization
- statistical independence
- markov property
- causal models
- graphical structure
- possibility theory
- probabilistic inference
- belief propagation
- prior knowledge
- markov blanket
- probabilistic graphical models
- bayesian inference
- incomplete data