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: CoRR (2022)
Keyphrases
- structure learning
- graphical models
- bayesian networks
- conditional independence
- graph structure
- directed acyclic graph
- bayesian network structure learning
- transfer learning
- parameter learning
- markov logic networks
- parameter estimation
- sample size
- network structure
- random walk
- probabilistic model
- directed graph
- knowledge representation
- markov networks
- probability distribution
- graph theoretic
- structural learning
- image segmentation