Generalization and Representational Limits of Graph Neural Networks.
Vikas K. GargStefanie JegelkaTommi S. JaakkolaPublished in: CoRR (2020)
Keyphrases
- neural network
- graph theory
- artificial neural networks
- graph structure
- fuzzy logic
- random graphs
- fuzzy systems
- weighted graph
- bipartite graph
- graph theoretic
- graph search
- structured data
- random walk
- pattern recognition
- genetic algorithm
- stable set
- graph representation
- graph databases
- graph model
- recurrent neural networks
- neural network model
- directed graph
- connected components
- graph mining
- directed acyclic graph
- multi layer
- activation function
- graph construction
- hopfield neural network
- dependency graph
- graph based algorithm
- data sets