Sophie Langer

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 7

Top Topics

Activation Function

Multilayer Perceptron

Feedforward Neural Networks

Top Venues

J. Multivar. Anal.

IEEE Trans. Inf. Theory

Publications

Kishan Wimalawarne, Taiji Suzuki, Sophie Langer
Learning Green's Function Efficiently Using Low-Rank Approximations. CoRR (2023)
Michael Kohler, Adam Krzyzak, Sophie Langer
Estimation of a Function of Low Local Dimensionality by Deep Neural Networks. IEEE Trans. Inf. Theory 68 (6) (2022)
Sophie Langer
Analysis of the rate of convergence of fully connected deep neural network regression estimates with smooth activation function. J. Multivar. Anal. 182 (2021)
Sophie Langer
Approximating smooth functions by deep neural networks with sigmoid activation function. J. Multivar. Anal. 182 (2021)
Sophie Langer
Approximating smooth functions by deep neural networks with sigmoid activation function. CoRR (2020)
Michael Kohler, Adam Krzyzak, Sophie Langer
Deep Learning and MARS: A Connection. CoRR (2019)
Michael Kohler, Sophie Langer
On the rate of convergence of fully connected very deep neural network regression estimates. CoRR (2019)