Sharp Bounds for Generalized Causal Sensitivity Analysis.
Dennis FrauenValentyn MelnychukStefan FeuerriegelPublished in: NeurIPS (2023)
Keyphrases
- sensitivity analysis
- managerial insights
- upper bound
- lower bound
- influence diagrams
- causal relationships
- variational inequalities
- upper and lower bounds
- high quality
- bayesian networks
- worst case
- worst case bounds
- causal reasoning
- error bounds
- causal models
- situation calculus
- utility function
- set valued
- objective function
- lipschitz continuity
- data mining