Integrating Locally Learned Causal Structures with Overlapping Variables.
Robert E. TillmanDavid DanksClark GlymourPublished in: NIPS (2008)
Keyphrases
- knowledge base
- causal relationships
- observational data
- causal models
- causal structure
- causal knowledge
- causal relations
- structural model
- causal discovery
- bayesian networks
- directed acyclic graph
- causal bayesian networks
- causal effects
- causal reasoning
- independent variables
- markov blanket
- qualitative models
- causal ordering
- causal graph
- variable selection
- experimental data
- information systems
- real time
- causal networks
- data structure
- causal inference
- feature selection
- machine learning
- neural network