Interventional Fairness on Partially Known Causal Graphs: A Constrained Optimization Approach.
Aoqi ZuoYiqing LiSusan WeiMingming GongPublished in: ICLR (2024)
Keyphrases
- constrained optimization
- causal graph
- planning problems
- causal models
- patient specific
- objective function
- constrained optimization problems
- state variables
- unconstrained optimization
- constraint handling
- np hardness
- penalty function
- plan generation
- penalty functions
- domain independent
- heuristic search
- genetic algorithm ga
- complex systems
- orders of magnitude
- optimization problems
- classical planning
- general purpose
- special case
- iterative methods
- search algorithm