Information-theoretic limits of Bayesian network structure learning.
Asish GhoshalJean HonorioPublished in: AISTATS (2017)
Keyphrases
- information theoretic
- bayesian network structure learning
- structure learning
- bayesian networks
- graph theoretic
- information theory
- mutual information
- theoretic framework
- information bottleneck
- information theoretic measures
- max min
- jensen shannon divergence
- graphical models
- conditional independence
- hill climbing
- entropy measure
- distributional clustering
- kl divergence
- relative entropy
- image analysis