Welcome...

S. Langer (Sophie)

About Me

Expertise

Mathematics
Activation Function
Neural Networks
Rate Of Convergence
Regression Estimate
Business & Economics
Activation
Neural Networks
Rate Of Convergence
Engineering & Materials Science
Deep Neural Networks

Publications

Recent
Kohler, M., Krzyzak, A. , & Langer, S. (2022). Estimation of a function of low local dimensionality by deep neural networks. IEEE transactions on information theory, 68(6), 4032-4042. https://doi.org/10.1109/TIT.2022.3146620
Braun, A., Kohler, M. , Langer, S., & Walk, H. (2021). The smoking gun: Statistical theory improves neural network estimates. arXiv.org.
Langer, S. (2020). Ein Beitrag zur Statistischen Theorie des Deep Learnings. Verlag Dr. Hut.

Google Scholar Link

Contact Details

Visiting Address

University of Twente
Drienerlolaan 5
7522 NB Enschede
The Netherlands

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Mailing Address

University of Twente
P.O. Box 217
7500 AE Enschede
The Netherlands