On tensor rank of conditional probability tables in Bayesian networks.
Jirí VomlelPetr TichavskýPublished in: CoRR (2014)
Keyphrases
- bayesian networks
- conditional probability tables
- context specific independence
- bayesian belief networks
- belief networks
- conditional probabilities
- probabilistic inference
- graphical models
- probabilistic model
- conditional independence
- order tensor
- expert knowledge
- higher order
- neural network
- knowledge engineering
- dimensionality reduction
- random variables
- markov networks
- incomplete data
- structure learning
- naive bayes
- approximate inference
- information technology
- machine learning