Information Theoretic Structure Learning with Confidence.
Kevin R. MoonMorteza NoshadSalimeh Yasaei SekehAlfred O. Hero IIIPublished in: CoRR (2016)
Keyphrases
- information theoretic
- structure learning
- bayesian networks
- graphical models
- information theory
- mutual information
- conditional independence
- information bottleneck
- transfer learning
- parameter estimation
- markov logic networks
- scoring function
- sample size
- information theoretic measures
- probabilistic model
- network structure
- social networks
- model selection
- least squares
- reinforcement learning
- computer vision
- machine learning