GSLB: The Graph Structure Learning Benchmark.
Zhixun LiLiang WangXin SunYifan LuoYanqiao ZhuDingshuo ChenYingtao LuoXiangxin ZhouQiang LiuShu WuLiang WangJeffrey Xu YuPublished in: CoRR (2023)
Keyphrases
- structure learning
- graphical models
- bayesian networks
- graph structure
- conditional independence
- parameter learning
- bayesian network structure learning
- markov logic networks
- transfer learning
- bayesian network classifiers
- directed graph
- parameter estimation
- network structure
- directed acyclic graph
- random walk
- random variables
- graph theory
- structure learning algorithm
- sample size
- data mining
- graph theoretic
- belief propagation
- machine learning algorithms
- worst case
- learning algorithm