On the Sample Complexity of Causal Discovery and the Value of Domain Expertise.
Samir WadhwaRoy DongPublished in: CoRR (2021)
Keyphrases
- domain expertise
- causal discovery
- causal models
- causal relationships
- discovery process
- bayesian networks
- causal structure
- directed acyclic graph
- markov blanket
- conditional independence
- knowledge discovery
- observational data
- lower bound
- information retrieval systems
- machine learning
- search behavior
- search engine
- learning algorithm