Self-Organization Preserved Graph Structure Learning with Principle of Relevant Information.
Qingyun SunJianxin LiBeining YangXingcheng FuHao PengPhilip S. YuPublished in: AAAI (2023)
Keyphrases
- structure learning
- graphical models
- bayesian networks
- conditional independence
- graph structure
- parameter learning
- markov logic networks
- bayesian network structure learning
- transfer learning
- parameter estimation
- graph theory
- random walk
- network structure
- sample size
- directed acyclic graph
- maximum likelihood estimation
- markov networks
- random variables
- graph theoretic
- structural learning
- unsupervised learning
- directed graph
- decision trees