A Pair of Bayesian Network Structures has Undecidable Conditional Independencies.
Cheuk Ting LiPublished in: CoRR (2024)
Keyphrases
- conditional independencies
- bayesian network structures
- equivalence classes
- bayesian networks
- learning bayesian networks
- conditional independence
- structure learning
- bayesian network structure
- directed acyclic graph
- probabilistic inference
- conditional probabilities
- pairwise
- random variables
- graphical models
- probability distribution
- data sets
- message passing
- decision trees