Works matching IS 01764276 AND DT 2022 AND VI 55 AND IP 1
Results: 12
A Theoretical Analysis of Deep Neural Networks and Parametric PDEs.
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- Constructive Approximation, 2022, v. 55, n. 1, p. 73, doi. 10.1007/s00365-021-09551-4
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- Article
Robust and Resource-Efficient Identification of Two Hidden Layer Neural Networks.
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- Constructive Approximation, 2022, v. 55, n. 1, p. 475, doi. 10.1007/s00365-021-09550-5
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- Article
The Barron Space and the Flow-Induced Function Spaces for Neural Network Models.
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- Constructive Approximation, 2022, v. 55, n. 1, p. 369, doi. 10.1007/s00365-021-09549-y
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- Article
Nonlinear Approximation and (Deep) ReLU Networks.
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- Constructive Approximation, 2022, v. 55, n. 1, p. 127, doi. 10.1007/s00365-021-09548-z
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- Article
CA Special Issue on Neural Network Approximation.
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- 2022
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- Publication type:
- Editorial
Universal Approximations of Invariant Maps by Neural Networks.
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- Constructive Approximation, 2022, v. 55, n. 1, p. 407, doi. 10.1007/s00365-021-09546-1
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- Article
Best k-Layer Neural Network Approximations.
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- Constructive Approximation, 2022, v. 55, n. 1, p. 583, doi. 10.1007/s00365-021-09545-2
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- Article
Neural Network Identifiability for a Family of Sigmoidal Nonlinearities.
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- Constructive Approximation, 2022, v. 55, n. 1, p. 173, doi. 10.1007/s00365-021-09544-3
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- Article
Approximation Spaces of Deep Neural Networks.
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- Constructive Approximation, 2022, v. 55, n. 1, p. 259, doi. 10.1007/s00365-021-09543-4
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- Publication type:
- Article
Exponential ReLU DNN Expression of Holomorphic Maps in High Dimension.
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- Constructive Approximation, 2022, v. 55, n. 1, p. 537, doi. 10.1007/s00365-021-09542-5
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- Publication type:
- Article
DNN Expression Rate Analysis of High-Dimensional PDEs: Application to Option Pricing.
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- Constructive Approximation, 2022, v. 55, n. 1, p. 3, doi. 10.1007/s00365-021-09541-6
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- Article
Depth Separations in Neural Networks: What is Actually Being Separated?
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- Constructive Approximation, 2022, v. 55, n. 1, p. 225, doi. 10.1007/s00365-021-09532-7
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- Publication type:
- Article