UGSL: A Unified Framework for Benchmarking Graph Structure Learning.
Bahare FatemiSami Abu-El-HaijaAnton TsitsulinSeyed Mehran KazemiDustin ZelleNeslihan BulutJonathan HalcrowBryan PerozziPublished in: CoRR (2023)
Keyphrases
- structure learning
- graphical models
- bayesian networks
- conditional independence
- graph structure
- bayesian network structure learning
- parameter learning
- graph theoretic
- markov logic networks
- transfer learning
- parameter estimation
- random walk
- graph theory
- bayesian network classifiers
- probabilistic model
- belief propagation
- directed acyclic graph
- markov networks
- structural learning
- network structure
- structure learning algorithm
- markov random field
- data mining
- pairwise
- maximum likelihood estimation
- probability distribution
- sample size