Estimation of the Mean Function of Functional Data via Deep Neural Networks

8 December 2020

Papers citing "Estimation of the Mean Function of Functional Data via Deep Neural Networks"

9 / 9 papers shown

Title
Enhancing Functional Data Analysis with Sequential Neural Networks: Advantages and Comparative Study J. Zhao J. Li M. Chen S. Jadhav 16 0 0 03 Nov 2023
Multiclass classification for multidimensional functional data through deep neural networks Shuoyang Wang Guanqun Cao 23 4 0 22 May 2023
Nonparametric regression with modified ReLU networks A. Beknazaryan Hailin Sang 13 0 0 17 Jul 2022
Robust Deep Neural Network Estimation for Multi-dimensional Functional Data Shuoyang Wang Guanqun Cao 3DPC OOD 27 4 0 19 May 2022
Deep Neural Network Classifier for Multi-dimensional Functional Data Shuoyang Wang Guanqun Cao Zuofeng Shang 29 12 0 17 May 2022
Deep Feature Screening: Feature Selection for Ultra High-Dimensional Data via Deep Neural Networks Kexuan Li Fangfang Wang Lingli Yang Ruiqi Liu 27 33 0 04 Apr 2022
Calibrating multi-dimensional complex ODE from noisy data via deep neural networks Kexuan Li Fangfang Wang Ruiqi Liu Fan Yang Zuofeng Shang 29 7 0 07 Jun 2021
CovNet: Covariance Networks for Functional Data on Multidimensional Domains Soham Sarkar V. Panaretos 22 6 0 11 Apr 2021
Optimal Nonparametric Inference via Deep Neural Network Ruiqi Liu B. Boukai Zuofeng Shang 18 18 0 05 Feb 2019