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Deep ReLU Networks Overcome the Curse of Dimensionality for Generalized Bandlimited Functions

Hadrien Montanelli, Haizhao Yang, Qiang Du

2021Journal of Computational Mathematics28 citationsDOI

Abstract

International audience

Topics & Concepts

Curse of dimensionalityBandlimitingChebyshev filterMathematicsApplied mathematicsChebyshev polynomialsCursePure mathematicsArtificial intelligenceComputer scienceAlgorithmFourier transformMathematical analysisAnthropologySociologyNeural Networks and ApplicationsImage and Signal Denoising MethodsControl Systems and Identification
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