Square Hellinger Subadditivity for Bayesian Networks and its Applications to Identity Testing.
Constantinos DaskalakisQinxuan PanPublished in: COLT (2017)
Keyphrases
- bayesian networks
- bayesian network structure
- learning bayesian networks
- knowledge base
- bayesian network learning
- incomplete data
- test set
- neural network
- graphical models
- test cases
- cellular automata
- probability distribution
- probabilistic reasoning
- software testing
- parameter learning
- bayesian belief networks
- special case
- kullback leibler
- face recognition
- multiply sectioned bayesian networks