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Estimation of a function of low local dimensionality by deep neural networks
29 August 2019
Michael Kohler
A. Krzyżak
S. Langer
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Papers citing
"Estimation of a function of low local dimensionality by deep neural networks"
5 / 5 papers shown
Approximating smooth functions by deep neural networks with sigmoid activation function
S. Langer
201
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0
08 Oct 2020
On the rate of convergence of image classifiers based on convolutional neural networks
Annals of the Institute of Statistical Mathematics (AISM), 2020
Michael Kohler
A. Krzyżak
Benjamin Walter
176
18
0
03 Mar 2020
Over-parametrized deep neural networks do not generalize well
Michael Kohler
A. Krzyżak
172
14
0
09 Dec 2019
Analysis of the rate of convergence of neural network regression estimates which are easy to implement
Alina Braun
Michael Kohler
A. Krzyżak
191
1
0
09 Dec 2019
On the rate of convergence of a neural network regression estimate learned by gradient descent
Alina Braun
Michael Kohler
Harro Walk
133
11
0
09 Dec 2019
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