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

Neural Information Processing Systems 

We show the universality of depth-2 group convolutional neural networks (GC-NNs) in a unified and constructive manner based on the ridgelet theory.

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