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From Coupled Oscillators to Graph Neural Networks: Reducing Over-smoothing via a Kuramoto Model-based Approach.
Tuan Nguyen
Hirotada Honda
Takashi Sano
Vinh Nguyen
Shugo Nakamura
Tan Minh Nguyen
Published in:
AISTATS (2024)
Keyphrases
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neural network
probabilistic model
computational model
graph model
high level
neural network model
artificial neural networks
experimental data
formal model
graph representation
cost function
em algorithm
mathematical model
prediction model
graph structure
network model