Interventional Fairness on Partially Known Causal Graphs: A Constrained Optimization Approach.
Aoqi ZuoYiqing LiSusan WeiMingming GongPublished in: CoRR (2024)
Keyphrases
- constrained optimization
- causal graph
- causal models
- planning problems
- patient specific
- constrained optimization problems
- constraint handling
- state variables
- penalty function
- objective function
- unconstrained optimization
- np hardness
- domain independent
- plan generation
- iterative methods
- computational complexity
- integer programming
- metaheuristic
- domain specific
- np hard