OntheSpectralBiasofConvolutionalNeuralTangent andGaussianProcessKernels

Neural Information Processing Systems 

Weshow that the eigenvalues decay polynomially, quantify the rate of decay, and derive measures that reflect the composition of hierarchical features in these networks.

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