Weisfeiler and Leman Go Neural: Higher-order Graph Neural Networks.
Christopher MorrisMartin RitzertMatthias FeyWilliam L. HamiltonJan Eric LenssenGaurav RattanMartin GrohePublished in: CoRR (2018)
Keyphrases
- neural network
- higher order
- network architecture
- natural images
- neural computation
- artificial neural networks
- connectionist models
- structured data
- back propagation
- graph representation
- graph structure
- neural model
- neural fuzzy
- learning rules
- genetic algorithm
- neural learning
- graph model
- associative memory
- feed forward
- pattern recognition
- pairwise
- graph matching
- directed graph
- bipartite graph
- computational intelligence
- graph theoretic
- fuzzy logic
- self organizing maps
- hebbian learning
- spiking neural networks
- low order
- graph based algorithm
- random walk
- high order
- graph mining
- directed acyclic graph
- graph theory
- control system
- lambda calculus
- higher order relations
- lower order
- markov random field
- activation function
- graph partitioning
- training process
- fuzzy systems
- weighted graph
- connected components
- multilayer perceptron