Nonparametric regression with modified ReLU networks

17 July 2022

Papers citing "Nonparametric regression with modified ReLU networks"

10 / 10 papers shown

Title
Calibrating multi-dimensional complex ODE from noisy data via deep neural networks Kexuan Li Fangfang Wang Ruiqi Liu Fan Yang Zuofeng Shang 52 7 0 07 Jun 2021
$Function approximation by deep neural networks with parameters $\{0,\pm \frac{1}{2}, \pm 1, 2\}$$ Function approximation by deep neural networks with parameters $\{0,\pm \frac{1}{2}, \pm 1, 2\}$ A. Beknazaryan 41 5 0 15 Mar 2021
Estimation of the Mean Function of Functional Data via Deep Neural Networks Shuoyang Wang Guanqun Cao Zuofeng Shang 47 21 0 08 Dec 2020
Statistical Guarantees for Regularized Neural Networks Mahsa Taheri Fang Xie Johannes Lederer 90 39 0 30 May 2020
On Deep Instrumental Variables Estimate Ruiqi Liu Zuofeng Shang Guang Cheng 50 27 0 30 Apr 2020
Nonconvex sparse regularization for deep neural networks and its optimality Ilsang Ohn Yongdai Kim 51 19 0 26 Mar 2020
Optimal Nonparametric Inference via Deep Neural Network Ruiqi Liu B. Boukai Zuofeng Shang 47 19 0 05 Feb 2019
Adaptivity of deep ReLU network for learning in Besov and mixed smooth Besov spaces: optimal rate and curse of dimensionality Taiji Suzuki 179 245 0 18 Oct 2018
Nonparametric regression using deep neural networks with ReLU activation function Johannes Schmidt-Hieber 230 815 0 22 Aug 2017
Fast learning rate of deep learning via a kernel perspective Taiji Suzuki 49 6 0 29 May 2017