Robust Graph Neural Networks via Probabilistic Lipschitz Constraints.
Raghu ArghalEric LeiShirin Saeedi BidokhtiPublished in: L4DC (2022)
Keyphrases
- neural network
- random walk
- constraint satisfaction
- pattern recognition
- planar graphs
- graph structure
- graph matching
- graph theoretic
- probabilistic reasoning
- directed graph
- generative model
- uncertain data
- multi layer
- weighted graph
- artificial neural networks
- linear constraints
- constraint networks
- global constraints
- graph model
- constrained optimization
- directed acyclic graph
- back propagation
- knn
- partial occlusion
- computationally efficient
- self organizing maps
- fault diagnosis
- structured data