Improved Acyclicity Reasoning for Bayesian Network Structure Learning with Constraint Programming.
Fulya TrösserSimon de GivryGeorge KatsirelosPublished in: IJCAI (2021)
Keyphrases
- constraint programming
- bayesian network structure learning
- constraint propagation
- constraint satisfaction problems
- combinatorial problems
- constraint satisfaction
- global constraints
- structure learning
- bayesian networks
- graph theoretic
- symmetry breaking
- finite domain
- search strategies
- arc consistency
- genetic algorithm
- data exchange
- knowledge representation
- constraint solver
- hard and soft constraints
- heuristic search
- constraint solving
- constraint logic programming