most citedUniversality of Group Convolutional Neural Networks Based on Ridgelet Analysis on Groups

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cs.LG2022★ 1 cited

Universality of Group Convolutional Neural Networks Based on Ridgelet Analysis on Groups

Sho Sonoda, Isao Ishikawa, Masahiro Ikeda

We show the universality of depth-2 group convolutional neural networks (GCNNs) in a unified and constructive manner based on the ridgelet theory. Despite widespread use in applica…