Discovering causal graphs with cycles and latent confounders: An exact branch-and-bound approach.
Kari RantanenAntti HyttinenMatti JärvisaloPublished in: Int. J. Approx. Reason. (2020)
Keyphrases
- branch and bound
- causal graph
- search algorithm
- branch and bound algorithm
- lower bound
- column generation
- upper bound
- combinatorial optimization
- optimal solution
- search space
- causal models
- latent variables
- tree search
- branch and bound procedure
- planning problems
- state variables
- branch and bound method
- np hardness
- heuristic search
- state space
- classical planning
- bayesian networks