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"

10 / 10 papers shown

Title
A Selective Overview of Deep Learning Jianqing Fan Cong Ma Yiqiao Zhong BDL VLM 170 135 0 10 Apr 2019
Optimal Nonparametric Inference via Deep Neural Network Ruiqi Liu B. Boukai Zuofeng Shang 47 19 0 05 Feb 2019
A Convergence Theory for Deep Learning via Over-Parameterization Zeyuan Allen-Zhu Yuanzhi Li Zhao Song AI4CE ODL 264 1,463 0 09 Nov 2018
Nonparametric regression using deep neural networks with ReLU activation function Johannes Schmidt-Hieber 230 811 0 22 Aug 2017
Error bounds for approximations with deep ReLU networks Dmitry Yarotsky 195 1,227 0 03 Oct 2016
Computational Limits of A Distributed Algorithm For Smoothing Spline Zuofeng Shang Guang Cheng 230 56 0 31 Dec 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.9K 150,115 0 22 Dec 2014
Uniform convergence rates for nonparametric regression and principal component analysis in functional/longitudinal data Yehua Li T. Hsing 66 303 0 09 Nov 2012
Optimal estimation of the mean function based on discretely sampled functional data: Phase transition T. Tony Cai M. Yuan 116 117 0 23 Feb 2012
Representation of Functional Data in Neural Networks F. Rossi N. Delannay Brieuc Conan-Guez M. Verleysen MedIm 587 146 0 23 Sep 2007