Ingo Gühring

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 8

Top Topics

Inverse Problems

Top Venues

Neural Networks

Publications

Hao Ding, Ziwei Fan, Ingo Gühring, Gaurav Gupta, Wooseok Ha, Jun Huan, Linbo Liu, Behrooz Omidvar-Tehrani, Shiqi Wang, Hao Zhou
Reasoning and Planning with Large Language Models in Code Development. KDD (2024)
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)