Collective Robustness Certificates: Exploiting Interdependence in Graph Neural Networks.
Jan SchuchardtAleksandar BojchevskiJohannes KlicperaStephan GünnemannPublished in: ICLR (2021)
Keyphrases
- neural network
- pattern recognition
- graph structure
- structured data
- graph representation
- random walk
- artificial neural networks
- access control
- graph theory
- directed graph
- fault diagnosis
- multi layer
- decision trees
- graph construction
- graph model
- graph databases
- graph mining
- link analysis
- multi layer perceptron
- neural network model
- graphical representation
- data sets
- computational efficiency
- fuzzy logic
- weighted graph
- rule extraction
- activation function
- collective behavior
- collective intelligence
- undirected graph
- fuzzy systems
- back propagation
- np complete
- expert systems