Normalizing flows for conditional independence testing.
Bao DuongThin NguyenPublished in: Knowl. Inf. Syst. (2024)
Keyphrases
- conditional independence
- bayesian networks
- random variables
- graphical models
- probability distribution
- structure learning
- causal models
- learning bayesian networks
- directed acyclic graph
- axiomatic characterization
- structure and parameter learning
- gaussian model
- statistical independence
- probability theory
- possibility theory
- bayesian network structure
- conditional independencies
- causal independence
- causal discovery
- markov blanket
- chain graphs
- graph cuts