A Framework for Inferring Causality from Multi-Relational Observational Data using Conditional Independence.
Sudeepa RoyBabak SalimiPublished in: CoRR (2017)
Keyphrases
- conditional independence
- multi relational
- causal models
- causal discovery
- observational data
- directed acyclic graph
- causal relationships
- multi relational data
- relational learning
- bayesian networks
- experimental data
- random variables
- probability distribution
- probabilistic inference
- knowledge discovery
- information retrieval
- machine learning