Scalable Probabilistic Causal Structure Discovery.
Dhanya SridharJay PujaraLise GetoorPublished in: IJCAI (2018)
Keyphrases
- causal structure
- causal discovery
- bayesian networks
- observational data
- causal relationships
- causal models
- discovery process
- experimental data
- causal ordering
- probabilistic model
- generative model
- causal networks
- data mining
- causal bayesian networks
- directed acyclic graph
- conditional independence
- causal graph
- belief networks
- utility function
- plan recognition
- knowledge discovery
- real world