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Ingo Gühring
Ingo Gühring
Applied Scientist, AWS
Verifisert e-postadresse på math.tu-berlin.de - Startside
Tittel
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Error bounds for approximations with deep ReLU neural networks in norms
I Gühring, G Kutyniok, P Petersen
Analysis and Applications 18 (05), 803-859, 2020
2262020
Approximation rates for neural networks with encodable weights in smoothness spaces
I Gühring, M Raslan
Neural Networks 134, 107-130, 2020
1132020
Expressivity of deep neural networks
I Gühring, M Raslan, G Kutyniok
arXiv preprint arXiv:2007.04759, 2020
802020
Near-Exact Recovery for Tomographic Inverse Problems via Deep Learning
M Genzel, I Gühring, J Macdonald, M März
International Conference on Machine Learning (ICML), 2022
352022
Multilevel CNNs for Parametric PDEs
C Heiß, I Gühring, M Eigel
Journal of Machine Learning Research 24 (373), 1--42, 2023
112023
A neural multilevel method for high-dimensional parametric PDEs
C Heiß, I Gühring, M Eigel
NeurIPS workshop on The Symbiosis of Deep Learning and Differential …, 2021
102021
Reasoning and Planning with Large Language Models in Code Development
H Ding, Z Fan, I Guehring, G Gupta, W Ha, J Huan, L Liu, ...
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and …, 2024
32024
Near-Exact Recovery for Sparse-View CT via Data-Driven Methods
M Genzel, I Gühring, J Macdonald, M Maximilian
NeurIPS workshop on Deep Learning and Inverse Problems, 2021
12021
Approximation with Neural Networks from a Theoretical and Practical Perspective
I Gühring
TU Berlin, Institut für Softwaretechnik und Theoretische Informatik, 2022
2022
Eigenvalues in gaps of G-selfadjoint operators in Almost Pontryagin spaces
I Gühring
Technische Universität Berlin, 2017
2017
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Artikler 1–10