Exact Learning of Bounded Tree-width Bayesian Networks.
Janne H. KorhonenPekka ParviainenPublished in: AISTATS (2013)
Keyphrases
- exact learning
- bayesian networks
- membership queries
- markov networks
- tree width
- hidden variables
- probability distribution
- probabilistic reasoning
- conditional probabilities
- graphical models
- posterior probability
- tree patterns
- learning theory
- boolean functions
- uniform distribution
- probabilistic model
- structural properties
- tree decomposition
- active learning
- database