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Robin Graeber
Publication Activity (10 Years)
Years Active: 2021-2024
Publications (10 Years): 3
Top Topics
Neural Network
Continuous Functions
Optimization Methods
Multilayer Perceptron
Top Venues
CoRR
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Publications
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Steffen Dereich
,
Robin Graeber
,
Arnulf Jentzen
Non-convergence of Adam and other adaptive stochastic gradient descent optimization methods for non-vanishing learning rates.
CoRR
(2024)
Lukas Gonon
,
Robin Graeber
,
Arnulf Jentzen
The necessity of depth for artificial neural networks to approximate certain classes of smooth and bounded functions without the curse of dimensionality.
CoRR
(2023)
Pierfrancesco Beneventano
,
Patrick Cheridito
,
Robin Graeber
,
Arnulf Jentzen
,
Benno Kuckuck
Deep neural network approximation theory for high-dimensional functions.
CoRR
(2021)