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20152023
most citedAdaptive Approximation and Generalization of Deep Neural Network with Intrinsic Dimensionality

56 citations · 205 across the 38 of their papers we have counts for

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stat.ML2018★ 25 cited

Deep Neural Networks Learn Non-Smooth Functions Effectively

Masaaki Imaizumi, Kenji Fukumizu

We theoretically discuss why deep neural networks (DNNs) performs better than other models in some cases by investigating statistical properties of DNNs for non-smooth functions. W…