Depth Scaling in Graph Neural Networks: Understanding the Flat Curve Behavior.
Diana GomesKyriakos EfthymiadisAnn NowéPeter VrancxPublished in: Trans. Mach. Learn. Res. (2024)
Keyphrases
- neural network
- neural nets
- artificial neural networks
- fuzzy logic
- random walk
- behavior patterns
- structured data
- graph representation
- graph structure
- pattern recognition
- graph theoretic
- graph mining
- training process
- graph theory
- multilayer perceptron
- connected components
- endpoints
- directed acyclic graph
- graph model
- graph partitioning
- b spline
- self organizing maps
- depth map
- technical systems