Replacing Causal Faithfulness with Algorithmic Independence of Conditionals.
Jan LemeireDominik JanzingPublished in: Minds Mach. (2013)
Keyphrases
- causal models
- conditional independence
- causal relationships
- causal structure
- causal discovery
- expressive power
- causal reasoning
- belief revision
- causal relations
- causal independence
- causal networks
- causal inference
- structural model
- conditional logic
- bayesian networks
- pointwise
- website
- independence assumption
- modal logic
- experimental data
- dependence structure
- causal explanation