Reasoning about Causal Models with Infinitely Many Variables.
Joseph Y. HalpernSpencer PetersPublished in: AAAI (2022)
Keyphrases
- causal models
- causal reasoning
- causal relationships
- causal relations
- structural model
- causal structure
- causal discovery
- directed acyclic graph
- conditional independence
- causal graph
- conditional independencies
- causal inference
- physical systems
- structural equation models
- finite number
- observational data
- additive noise
- probabilistic model
- tractable cases
- diagnostic problem solving