Causal Imitability Under Context-Specific Independence Relations.
Fateme JamshidiSina AkbariNegar KiyavashPublished in: NeurIPS (2023)
Keyphrases
- context specific
- independence relations
- directed acyclic graph
- conditional independence
- bayesian networks
- causal models
- possibilistic networks
- junction tree
- structural equation models
- random variables
- markov property
- graphical models
- qualitative probabilistic networks
- domain specific
- directed graph
- possibility theory
- causal discovery
- causal independence
- structure learning
- probability distribution
- causal relationships
- message passing
- causal relations
- observational data
- knowledge base
- trade off
- state space
- causal networks
- belief networks
- conditional probabilities