Dirichlet Bayesian Network Scores and the Maximum Entropy Principle.
Marco ScutariPublished in: AMBN (2017)
Keyphrases
- bayesian networks
- boundary conditions
- graphical models
- incomplete data
- probabilistic inference
- learning bayesian networks
- probabilistic reasoning
- structural learning
- em algorithm
- posterior probability
- probabilistic model
- mixture model
- inference in bayesian networks
- structure learning
- conditional independence
- causal relationships
- probability distribution
- ranked list
- random variables
- data sets
- uncertain knowledge
- bayesian network inference
- substantially higher