On Testing for Discrimination Using Causal Models.
Hana ChocklerJoseph Y. HalpernPublished in: AAAI (2022)
Keyphrases
- causal models
- causal discovery
- causal relationships
- conditional independence
- causal relations
- structural model
- directed acyclic graph
- causal reasoning
- causal structure
- structural equation models
- causal inference
- causal graph
- learning process
- diagnostic problem solving
- tractable cases
- random variables
- collaborative learning
- case based reasoning
- probability distribution