GSLB: The Graph Structure Learning Benchmark.
Zhixun LiXin SunYifan LuoYanqiao ZhuDingshuo ChenYingtao LuoXiangxin ZhouQiang LiuShu WuLiang WangJeffrey Xu YuPublished in: NeurIPS (2023)
Keyphrases
- structure learning
- graphical models
- bayesian networks
- conditional independence
- graph structure
- transfer learning
- bayesian network structure learning
- markov logic networks
- parameter learning
- parameter estimation
- directed acyclic graph
- bayesian network classifiers
- graph theory
- structure learning algorithm
- markov networks
- graph theoretic
- maximum likelihood estimation
- structural learning
- directed graph
- belief propagation
- network structure
- prior knowledge
- model selection
- data mining
- prior information
- random variables