From Checking to Inference: Actual Causality Computations as Optimization Problems.
Amjad IbrahimAlexander PretschnerPublished in: CoRR (2020)
Keyphrases
- optimization problems
- evolutionary algorithm
- causal inference
- metaheuristic
- objective function
- cost function
- combinatorial optimization
- bayesian inference
- optimization methods
- inference process
- traveling salesman problem
- bayesian model
- multi objective
- grammatical inference
- consistency checking
- bayesian networks
- case study
- probabilistic inference
- causal models
- efficient learning
- inference mechanism