Identification for Tree-Shaped Structural Causal Models in Polynomial Time.
Aaryan GuptaMarkus BläserPublished in: AAAI (2024)
Keyphrases
- causal models
- tree shaped
- structural model
- causal graph
- causal discovery
- causal relations
- conditional independence
- causal relationships
- causal inference
- structural equation models
- causal reasoning
- causal structure
- approximation algorithms
- tractable cases
- directed acyclic graph
- structural analysis
- decision making
- diagnostic problem solving
- np hardness
- planning problems
- structural information
- logic programming
- worst case