Stability of Graph Convolutional Neural Networks through the lens of small perturbation analysis.
Lucia TestaClaudio BattiloroStefania SardellittiSergio BarbarossaPublished in: CoRR (2023)
Keyphrases
- convolutional neural networks
- graph representation
- random walk
- directed graph
- convolutional network
- connected components
- stability analysis
- pairwise
- graph matching
- graphical representation
- directed acyclic graph
- graph theory
- stable set
- graph theoretic
- graph model
- social networks
- bipartite graph
- camera calibration
- structured data
- image sequences