OOD Link Prediction Generalization Capabilities of Message-Passing GNNs in Larger Test Graphs.
Yangze ZhouGitta KutyniokBruno RibeiroPublished in: CoRR (2022)
Keyphrases
- message passing
- link prediction
- generalization capabilities
- bipartite graph
- belief propagation
- social networks
- graph kernels
- random walk
- social network analysis
- distributed systems
- radial basis function
- approximate inference
- probabilistic inference
- network structure
- markov random field
- sum product algorithm
- formal specification
- inference in graphical models
- entity resolution
- sum product
- graph theory
- factor graphs
- supervised learning
- markov logic
- dynamic aspects
- collaborative filtering
- link formation
- active learning
- decision trees