A note on the strong data-processing inequalities in Bayesian networks.
Yury PolyanskiyYihong WuPublished in: CoRR (2015)
Keyphrases
- data processing
- bayesian networks
- computer systems
- data management
- linear inequalities
- data analysis
- sufficient conditions
- inference in bayesian networks
- learning bayesian networks
- graphical models
- real time
- probabilistic reasoning
- conditional probabilities
- probability distribution
- high level
- conditional independence
- structure learning
- bayesian network classifiers
- special case
- data acquisition
- low cost
- probabilistic inference
- incomplete data
- database
- bayesian network learning