Structure Discovery in Bayesian Networks by Sampling Partial Orders.
Teppo NiinimakiPekka ParviainenMikko KoivistoPublished in: J. Mach. Learn. Res. (2016)
Keyphrases
- partial order
- bayesian networks
- lattice structure
- conditional independencies
- total order
- partially ordered
- probabilistic model
- data mining
- stable marriage
- totally ordered
- optimal solution
- random sampling
- bayesian network structure
- hidden variables
- partial ordering
- learning bayesian networks
- conditional independence
- knowledge discovery
- knowledge representation
- objective function
- knowledge base