Information theoretic structure learning with confidence.
Kevin R. MoonMorteza NoshadSalimeh Yasaei SekehAlfred O. Hero IIIPublished in: ICASSP (2017)
Keyphrases
- information theoretic
- structure learning
- bayesian networks
- graphical models
- mutual information
- information theory
- conditional independence
- transfer learning
- parameter estimation
- information theoretic measures
- markov logic networks
- information bottleneck
- network structure
- sample size
- scoring function
- markov networks
- maximum likelihood estimation
- probabilistic reasoning
- belief propagation
- text categorization
- higher order
- machine learning