Statistical Guarantees for Link Prediction using Graph Neural Networks.
Alan ChungAmin SaberiMorgane AusternPublished in: CoRR (2024)
Keyphrases
- link prediction
- random walk
- bipartite graph
- neural network
- graph mining
- link formation
- social network analysis
- social networks
- network analysis
- complex networks
- graph kernels
- link structure
- multi relational
- community detection
- network structure
- directed graph
- topological features
- proximity measures
- heterogeneous networks
- graph theory
- missing links
- graph model
- graph data
- collective classification
- biological networks
- markov chain
- supervised learning
- entity resolution
- structured data
- social ties
- web graph
- link analysis