Describing Conditional Independence Statements Using Undirected Graphs.
Dhafer MalouchePublished in: Axioms (2023)
Keyphrases
- conditional independence
- directed acyclic graph
- undirected graph
- causal models
- random variables
- directed graph
- graphical models
- structure learning
- probability distribution
- bayesian networks
- axiomatic characterization
- undirected graphical models
- graph structure
- possibility theory
- approximation algorithms
- conditional independencies
- markov models
- disjoint paths
- strongly connected
- optimal solution