Transferability of Graph Neural Networks using Graphon and Sampling Theories.
A. Martina NeumanJason J. BramburgerPublished in: CoRR (2023)
Keyphrases
- neural network
- graph theory
- pattern recognition
- genetic algorithm
- neural network model
- refinement operators
- fuzzy logic
- graph theoretic
- graph representation
- self organizing maps
- random sampling
- graph partitioning
- activation function
- structured data
- graph structure
- graph databases
- rule extraction
- cognitive psychology
- graph based algorithm
- graph model
- neural nets
- directed graph
- training process
- directed acyclic graph
- multi layer
- multilayer perceptron
- graph matching
- fault diagnosis
- sampling algorithm
- back propagation
- random walk
- sampling strategy
- logic programs
- artificial neural networks
- frequent subgraph mining