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Ingo Gühring
ORCID
Publication Activity (10 Years)
Years Active: 2019-2023
Publications (10 Years): 7
Top Topics
Inverse Problems
Fuzzy Systems
Error Bounds
Deep Learning
Top Venues
CoRR
ICML
Neural Networks
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Publications
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Cosmas Heiß
,
Ingo Gühring
,
Martin Eigel
Multilevel CNNs for Parametric PDEs.
CoRR
(2023)
Martin Genzel
,
Ingo Gühring
,
Jan MacDonald
,
Maximilian März
Near-Exact Recovery for Tomographic Inverse Problems via Deep Learning.
ICML
(2022)
Martin Genzel
,
Ingo Gühring
,
Jan MacDonald
,
Maximilian März
Near-Exact Recovery for Tomographic Inverse Problems via Deep Learning.
CoRR
(2022)
Ingo Gühring
,
Mones Raslan
Approximation rates for neural networks with encodable weights in smoothness spaces.
Neural Networks
134 (2021)
Ingo Gühring
,
Mones Raslan
Approximation Rates for Neural Networks with Encodable Weights in Smoothness Spaces.
CoRR
(2020)
Ingo Gühring
,
Mones Raslan
,
Gitta Kutyniok
Expressivity of Deep Neural Networks.
CoRR
(2020)
Ingo Gühring
,
Gitta Kutyniok
,
Philipp Petersen
Error bounds for approximations with deep ReLU neural networks in $W^{s, p}$ norms.
CoRR
(2019)