Learning Bayesian networks with local structure, mixed variables, and exact algorithms.
Topi TalvitieRalf EggelingMikko KoivistoPublished in: Int. J. Approx. Reason. (2019)
Keyphrases
- learning bayesian networks
- exact algorithms
- bayesian network structure
- statistical data
- bayesian network structures
- knapsack problem
- bayesian networks
- conditional independence
- structure learning
- incomplete data
- directed acyclic graph
- exact solution
- network structure
- dynamic programming
- combinatorial optimization problems
- combinatorial problems
- maximum likelihood
- scheduling problem
- databases