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On deep learning as a remedy for the curse of dimensionality in nonparametric regression

Bauer, Benedikt and Kohler, Michael (2019):
On deep learning as a remedy for the curse of dimensionality in nonparametric regression.
In: The Annals of Statistics, Institute of Mathematical Statistics, pp. 2261-2285, 47, (4), ISSN 0090-5364, DOI: 10.1214/18-AOS1747, [Article]

Item Type: Article
Erschienen: 2019
Creators: Bauer, Benedikt and Kohler, Michael
Title: On deep learning as a remedy for the curse of dimensionality in nonparametric regression
Language: English
Journal or Publication Title: The Annals of Statistics
Volume: 47
Number: 4
Publisher: Institute of Mathematical Statistics
Divisions: DFG-Collaborative Research Centres (incl. Transregio)
DFG-Collaborative Research Centres (incl. Transregio) > Collaborative Research Centres
04 Department of Mathematics
04 Department of Mathematics > Stochastik
DFG-Collaborative Research Centres (incl. Transregio) > Collaborative Research Centres > CRC 805: Control of Uncertainty in Load-Carrying Structures in Mechanical Engineering
Date Deposited: 21 May 2019 13:44
DOI: 10.1214/18-AOS1747
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