Collective Robustness Certificates: Exploiting Interdependence in Graph Neural Networks.
Jan SchuchardtAleksandar BojchevskiJohannes GasteigerStephan GünnemannPublished in: CoRR (2023)
Keyphrases
- neural network
- pattern recognition
- artificial neural networks
- structured data
- directed graph
- neural nets
- graph theoretic
- graph representation
- graph structure
- graph theory
- genetic algorithm
- spanning tree
- recurrent neural networks
- connected components
- random walk
- fuzzy logic
- neural network model
- multi layer
- directed acyclic graph
- graph matching
- graph data
- collective intelligence
- dependency graph
- graph structures
- collective behavior
- graph construction
- edge weights
- public key
- weighted graph
- ranking algorithm
- bipartite graph
- feed forward