Generalization and Representational Limits of Graph Neural Networks.
Vikas K. GargStefanie JegelkaTommi S. JaakkolaPublished in: ICML (2020)
Keyphrases
- neural network
- graph representation
- random walk
- fuzzy logic
- pattern recognition
- graph model
- graph theory
- artificial neural networks
- directed graph
- multilayer perceptron
- bipartite graph
- stable set
- graph theoretic
- weighted graph
- connected components
- back propagation
- neural network model
- graph structure
- self organizing maps
- directed acyclic graph
- graph mining
- fault diagnosis
- structured data
- random graphs
- adjacency matrix
- graph matching
- rule extraction
- clustering algorithm