Characterisation of conditional independence structures for polymatroids using vanishing sets.
Terence H. ChanQi ChenRaymond W. YeungPublished in: Kybernetika (2020)
Keyphrases
- conditional independence
- bayesian networks
- random variables
- graphical models
- probability distribution
- structure learning
- causal models
- learning bayesian networks
- directed acyclic graph
- bayesian network structure
- statistical independence
- gaussian model
- possibility theory
- probability theory
- structure and parameter learning
- conditional independencies
- causal discovery
- markov blanket
- causal independence
- chain graphs