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  4. Analysis of Tensor Approximation Schemes for Continuous Functions
 
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2021
Journal Article
Titel

Analysis of Tensor Approximation Schemes for Continuous Functions

Abstract
In this article, we analyze tensor approximation schemes for continuous functions. We assume that the function to be approximated lies in an isotropic Sobolev space and discuss the cost when approximating this function in the continuous analogue of the Tucker tensor format or of the tensor train format. We especially show that the cost of both approximations are dimension-robust when the Sobolev space under consideration provides appropriate dimension weights.
Author(s)
Griebel, Michael
Fraunhofer-Institut für Algorithmen und Wissenschaftliches Rechnen SCAI
Harbrecht, Helmut
Universität Basel, Switzerland
Zeitschrift
Foundations of Computational Mathematics
Project(s)
The Mathematics of Emergent Effects
Funder
Deutsche Forschungsgemeinschaft DFG
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DOI
10.1007/s10208-021-09544-6
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Language
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