Binomial edge ideals and conditional independence statements.
Jürgen HerzogTakayuki HibiFreyja HreinsdóttirThomas KahleJohannes RauhPublished in: Adv. Appl. Math. (2010)
Keyphrases
- conditional independence
- probability distribution
- bayesian networks
- random variables
- graphical models
- structure learning
- learning bayesian networks
- structure and parameter learning
- directed acyclic graph
- gaussian model
- bayesian network structure
- axiomatic characterization
- edge detection
- possibility theory
- chain graphs
- causal models
- probability theory
- statistical independence
- conditional independencies
- logic programming
- undirected graph
- probabilistic model
- causal independence
- neural network
- incomplete information
- causal discovery
- machine learning