Multi-relational graph convolutional networks: generalization guarantees and experiments

DOI10.1016/J.NEUNET.2023.01.044MaRDI QIDQ6488824

Guangning Xu, Michael Kwok-Po Ng, Xutao Li, Andy M. Yip

Publication date: 26 October 2023

Published in: Neural Networks (Search for Journal in Brave)

zbMATH Keywords

algorithmic stabilitygraph convolutional networksmulti-relational datageneralization guarantees

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05) Multilinear algebra, tensor calculus (15A69)

Cites Work

• Factorization strategies for third-order tensors
• Learning theory: stability is sufficient for generalization and necessary and sufficient for consistency of empirical risk minimization
• Learning Theory
• 10.1162/153244302760200704

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