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Mar, 2024
HERTA:高效且严格的展开图神经网络训练算法
HERTA: A High-Efficiency and Rigorous Training Algorithm for Unfolded Graph Neural Networks
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Yongyi Yang, Jiaming Yang, Wei Hu, Michał Dereziński
TL;DR
提出了HERTA算法,用于加速和规范化训练过程,保持Unfolded GNNs的解释性,解决了训练成本和扩展性挑战。
Abstract
As a variant of Graph Neural Networks (GNNs),
unfolded gnns
offer enhanced
interpretability
and flexibility over traditional designs. Nevertheless, they still suffer from
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