On the Interplay between Graph Structure and Learning Algorithms in Graph Neural Networks

Junwei Su; Chuan Wu

2025 ICML ICML 2025

On the Interplay between Graph Structure and Learning Algorithms in Graph Neural Networks

Abstract

No abstract available. No abstract was captured for this paper when its proceedings were scraped - most often an older edition published without one online. How the corpus is built.

🌉 Interdisciplinary Bridge - Artificial Intelligence and Mathematics & Optimization

Authors

Junwei Su, Chuan Wu

Topics

Machine Learning > Optimization & Theory > Learning Theory Deep Learning > Architectures > Graph Neural Networks Mathematics & Optimization > Mathematics > Graph Theory

Keywords

stochastic gradient descent ridge regression graph structure spectral graph theory over smoothing excessive risk

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