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Analysis of the rate of convergence of an over-parametrized deep neural
  network estimate learned by gradient descent

Analysis of the rate of convergence of an over-parametrized deep neural network estimate learned by gradient descent

4 October 2022
Michael Kohler
A. Krzyżak
ArXivPDFHTML

Papers citing "Analysis of the rate of convergence of an over-parametrized deep neural network estimate learned by gradient descent"

8 / 8 papers shown
Title
Statistically guided deep learning
Statistically guided deep learning
Michael Kohler
A. Krzyżak
ODL
BDL
66
0
0
11 Apr 2025
Approximation and Gradient Descent Training with Neural Networks
Approximation and Gradient Descent Training with Neural Networks
G. Welper
36
1
0
19 May 2024
Analysis of the expected $L_2$ error of an over-parametrized deep neural
  network estimate learned by gradient descent without regularization
Analysis of the expected L2L_2L2​ error of an over-parametrized deep neural network estimate learned by gradient descent without regularization
Selina Drews
Michael Kohler
21
2
0
24 Nov 2023
Approximation Results for Gradient Descent trained Neural Networks
Approximation Results for Gradient Descent trained Neural Networks
G. Welper
48
0
0
09 Sep 2023
Efficient and Multiply Robust Risk Estimation under General Forms of
  Dataset Shift
Efficient and Multiply Robust Risk Estimation under General Forms of Dataset Shift
Hongxiang Qiu
E. T. Tchetgen
Edgar Dobriban
OOD
15
7
0
28 Jun 2023
Deep learning for inverse problems with unknown operator
Deep learning for inverse problems with unknown operator
Miguel del Alamo
23
1
0
05 Aug 2021
Google's Neural Machine Translation System: Bridging the Gap between
  Human and Machine Translation
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation
Yonghui Wu
M. Schuster
Z. Chen
Quoc V. Le
Mohammad Norouzi
...
Alex Rudnick
Oriol Vinyals
G. Corrado
Macduff Hughes
J. Dean
AIMat
716
6,743
0
26 Sep 2016
Convolutional Neural Networks for Sentence Classification
Convolutional Neural Networks for Sentence Classification
Yoon Kim
AILaw
VLM
250
13,364
0
25 Aug 2014
1