Advances in Learning Bayesian Networks of Bounded Treewidth.
Siqi NieDenis Deratani MauáCassio P. de CamposQiang JiPublished in: NIPS (2014)
Keyphrases
- learning bayesian networks
- bounded treewidth
- np complete
- statistical data
- bayesian networks
- incomplete data
- structure learning
- decision problems
- conjunctive queries
- boolean functions
- conditional independence
- relational learning
- computational complexity
- database
- em algorithm
- knowledge representation
- np hard
- relational databases