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Papers
2012.04573
Cited By

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

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

8 December 2020

ArXiv (abs)PDF HTML

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

9 / 9 papers shown

Enhancing Functional Data Analysis with Sequential Neural Networks:
Advantages and Comparative Study

Enhancing Functional Data Analysis with Sequential Neural Networks: Advantages and Comparative Study

195

0

0

03 Nov 2023

Multiclass classification for multidimensional functional data through
deep neural networks

Multiclass classification for multidimensional functional data through deep neural networksElectronic Journal of Statistics (EJS), 2023

330

7

0

22 May 2023

Nonparametric regression with modified ReLU networks

Nonparametric regression with modified ReLU networks

181

0

0

17 Jul 2022

Robust Deep Neural Network Estimation for Multi-dimensional Functional
Data

Robust Deep Neural Network Estimation for Multi-dimensional Functional DataElectronic Journal of Statistics (EJS), 2022

263

4

0

19 May 2022

Deep Neural Network Classifier for Multi-dimensional Functional Data

Deep Neural Network Classifier for Multi-dimensional Functional DataScandinavian Journal of Statistics (Scand. J. Stat.), 2022

222

15

0

17 May 2022

Deep Feature Screening: Feature Selection for Ultra High-Dimensional
Data via Deep Neural Networks

Deep Feature Screening: Feature Selection for Ultra High-Dimensional Data via Deep Neural NetworksNeurocomputing (Neurocomputing), 2022

364

57

0

04 Apr 2022

Calibrating multi-dimensional complex ODE from noisy data via deep
neural networks

Calibrating multi-dimensional complex ODE from noisy data via deep neural networksJournal of Statistical Planning and Inference (JSPI), 2021

Fan Yang

214

7

0

07 Jun 2021

CovNet: Covariance Networks for Functional Data on Multidimensional
Domains

CovNet: Covariance Networks for Functional Data on Multidimensional Domains

206

10

0

11 Apr 2021

Optimal Nonparametric Inference via Deep Neural Network

Optimal Nonparametric Inference via Deep Neural Network

236

20

0

05 Feb 2019

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