Robust Deep Neural Network Estimation for Multi-dimensional Functional Data

19 May 2022

Papers citing "Robust Deep Neural Network Estimation for Multi-dimensional Functional Data"

9 / 9 papers shown

Title
Estimation of the Mean Function of Functional Data via Deep Neural Networks Shuoyang Wang Guanqun Cao Zuofeng Shang 45 21 0 08 Dec 2020
Deep Learning with Functional Inputs Barinder Thind Kevin Multani Jiguo Cao 39 24 0 17 Jun 2020
On Deep Instrumental Variables Estimate Ruiqi Liu Zuofeng Shang Guang Cheng 45 27 0 30 Apr 2020
A Selective Overview of Deep Learning Jianqing Fan Cong Ma Yiqiao Zhong BDL VLM 167 135 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 253 1,463 0 09 Nov 2018
Nonparametric regression using deep neural networks with ReLU activation function Johannes Schmidt-Hieber 227 811 0 22 Aug 2017
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.8K 150,115 0 22 Dec 2014
Robust functional principal components: A projection-pursuit approach J. L. Bali G. Boente David E. Tyler Jane-ling Wang 46 93 0 09 Mar 2012