Bridging the Gap between Spatial and Spectral Domains: A Theoretical Framework for Graph Neural Networks.
Zhiqian ChenFanglan ChenLei ZhangTaoran JiKaiqun FuLiang ZhaoFeng ChenLingfei WuCharu C. AggarwalChang-Tien LuPublished in: CoRR (2021)
Keyphrases
- theoretical framework
- neural network
- spatial frequency
- spectral characteristics
- spatial information
- spectral decomposition
- theoretical foundation
- pattern recognition
- graph structure
- normalized cut
- spatial data
- random walk
- directed graph
- conceptual framework
- spectral signatures
- spectral analysis
- distance learning
- statistical learning theory
- adjacency matrix
- spectral methods
- collaborative knowledge building
- laplacian matrix