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1908.09880
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Dimension independent bounds for general shallow networks
26 August 2019
H. Mhaskar
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Papers citing
"Dimension independent bounds for general shallow networks"
12 / 12 papers shown
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
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