Weisfeiler and Leman Go Neural: Higher-Order Graph Neural Networks.
Christopher MorrisMartin RitzertMatthias FeyWilliam L. HamiltonJan Eric LenssenGaurav RattanMartin GrohePublished in: AAAI (2019)
Keyphrases
- neural network
- higher order
- network architecture
- neural model
- pattern recognition
- graph theory
- neural fuzzy
- back propagation
- graph structure
- high order
- random walk
- connectionist models
- artificial neural networks
- neural learning
- graph based algorithm
- natural images
- neural network model
- fuzzy logic
- graph theoretic
- graph representation
- associative memory
- low order
- learning rules
- graph model
- neural computation
- genetic algorithm
- neural nets
- multilayer perceptron
- feed forward
- self organizing maps
- fuzzy systems
- lambda calculus
- pairwise
- graph matching
- directed graph
- markov random field
- structured data
- higher order relations
- spiking neurons
- hebbian learning
- fault diagnosis
- recurrent neural networks
- bipartite graph
- hidden layer