Dimension independent bounds for general shallow networks

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Dimension independent bounds for general shallow networks

26 August 2019

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Papers citing "Dimension independent bounds for general shallow networks"

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Title
Learning on manifolds without manifold learning H. Mhaskar Ryan O'Dowd 49 1 0 20 Feb 2024
Tractability of approximation by general shallow networks H. Mhaskar Tong Mao 36 2 0 07 Aug 2023
Weighted variation spaces and approximation by shallow ReLU networks Ronald A. DeVore Robert D. Nowak Rahul Parhi Jonathan W. Siegel 133 5 0 28 Jul 2023
Optimal Approximation of Zonoids and Uniform Approximation by Shallow Neural Networks Jonathan W. Siegel 315 7 0 28 Jul 2023
Rates of Approximation by ReLU Shallow Neural Networks Tong Mao Ding-Xuan Zhou 90 20 0 24 Jul 2023
Nonparametric regression using over-parameterized shallow ReLU neural networks Yunfei Yang Ding-Xuan Zhou 151 6 0 14 Jun 2023
Approximation by non-symmetric networks for cross-domain learning H. Mhaskar 79 1 0 06 May 2023
A low discrepancy sequence on graphs A. Cloninger H. Mhaskar 75 3 0 08 Oct 2020
A deep network construction that adapts to intrinsic dimensionality beyond the domain A. Cloninger T. Klock AI4CE 100 14 0 06 Aug 2020
Banach Space Representer Theorems for Neural Networks and Ridge Splines Rahul Parhi Robert D. Nowak 33 7 0 10 Jun 2020
Kernel based analysis of massive data H. Mhaskar 20 12 0 30 Mar 2020
Function approximation by deep networks H. Mhaskar T. Poggio 96 23 0 30 May 2019