Theoretical and Empirical Insights into the Origins of Degree Bias in Graph Neural Networks.
Arjun SubramonianJian KangYizhou SunPublished in: CoRR (2024)
Keyphrases
- neural network
- theoretical analysis
- pattern recognition
- artificial neural networks
- graph representation
- directed graph
- random graphs
- graph structure
- fuzzy logic
- random walk
- graph theory
- variance reduction
- graph theoretic
- weighted graph
- neural nets
- bias variance decomposition
- bipartite graph
- graph matching
- multi layer
- trade off
- graph based algorithm
- recurrent neural networks
- neural network model
- directed acyclic graph
- graph model
- fault diagnosis
- pairwise
- hopfield neural network
- genetic algorithm
- machine learning