From Checking to Inference: Actual Causality Computations as Optimization Problems.
Amjad IbrahimAlexander PretschnerPublished in: ATVA (2020)
Keyphrases
- optimization problems
- evolutionary algorithm
- causal inference
- cost function
- objective function
- inference process
- bayesian inference
- metaheuristic
- combinatorial optimization
- structured prediction
- causal relationships
- probabilistic inference
- consistency checking
- efficient learning
- optimization methods
- multi objective
- probabilistic reasoning
- decision theoretic
- bayesian model
- data mining
- traveling salesman problem
- bayesian networks