Dennis Elbrächter

Publication Activity (10 Years)

Years Active: 2018-2022
Publications (10 Years): 8

Top Topics

Error Estimates

Multi Layer Perceptron

Top Venues

IEEE Trans. Inf. Theory

Publications

Pavol Harár, Dennis Elbrächter, Monika Dörfler, Kory D. Johnson
Redistributor: Transforming Empirical Data Distributions. CoRR (2022)
Dennis Elbrächter, Dmytro Perekrestenko, Philipp Grohs, Helmut Bölcskei
Deep Neural Network Approximation Theory. IEEE Trans. Inf. Theory 67 (5) (2021)
Dominik Alfke, Weston Baines, Jan Blechschmidt, Mauricio J. del Razo Sarmina, Amnon Drory, Dennis Elbrächter, Nando Farchmin, Matteo Gambara, Silke Glas, Philipp Grohs, Peter Hinz, Danijel Kivaranovic, Christian Kümmerle, Gitta Kutyniok, Sebastian Lunz, Jan MacDonald, Ryan Malthaner, Gregory Naisat, Ariel Neufeld, Philipp Christian Petersen, Rafael Reisenhofer, Jun-Da Sheng, Laura Thesing, Philipp Trunschke, Johannes von Lindheim, David Weber, Melanie Weber
The Oracle of DLphi. CoRR (2019)
Julius Berner, Dennis Elbrächter, Philipp Grohs
How degenerate is the parametrization of neural networks with the ReLU activation function? CoRR (2019)
Philipp Grohs, Dmytro Perekrestenko, Dennis Elbrächter, Helmut Bölcskei
Deep Neural Network Approximation Theory. CoRR (2019)
Dennis Elbrächter, Julius Berner, Philipp Grohs
How degenerate is the parametrization of neural networks with the ReLU activation function? NeurIPS (2019)
Julius Berner, Dennis Elbrächter, Philipp Grohs, Arnulf Jentzen
Towards a regularity theory for ReLU networks - chain rule and global error estimates. CoRR (2019)
Dmytro Perekrestenko, Philipp Grohs, Dennis Elbrächter, Helmut Bölcskei
The universal approximation power of finite-width deep ReLU networks. CoRR (2018)