Position-aware Structure Learning for Graph Topology-imbalance by Relieving Under-reaching and Over-squashing.
Qingyun SunJianxin LiHaonan YuanXingcheng FuHao PengCheng JiQian LiPhilip S. YuPublished in: CIKM (2022)
Keyphrases
- structure learning
- graphical models
- bayesian networks
- graph structure
- bayesian network structure learning
- conditional independence
- parameter learning
- transfer learning
- graph theoretic
- parameter estimation
- markov logic networks
- random walk
- graph theory
- network structure
- markov networks
- directed graph
- directed acyclic graph
- probabilistic model
- higher order
- hidden markov models
- learning algorithm