Best $k$-layer neural network approximations

Lek-Heng Lim; Mateusz Michałek; Yang Qi

doi:10.1007/s00365-021-09545-2

Journal Articles Constructive Approximation Year : 2021

Best $k$-layer neural network approximations

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Lek-Heng Lim

Function : Author
PersonId : 1086864

University of Chicago

Mateusz Michałek

Function : Author

Yang Qi

Function : Author
PersonId : 1086866

TROPICAL

Keywords

Neural network Best approximation Join loci Secant loci

Domains

Machine Learning [cs.LG] Machine Learning [stat.ML]

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neural.pdf (370.94 Ko)

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Yang Qi : Connect in order to contact the contributor

https://inria.hal.science/hal-03088287

Submitted on : Friday, December 25, 2020-11:09:29 PM

Last modification on : Thursday, August 1, 2024-1:48:06 PM

Dates and versions

hal-03088287 , version 1 (25-12-2020)

Identifiers

HAL Id : hal-03088287 , version 1
DOI : 10.1007/s00365-021-09545-2

Cite

Lek-Heng Lim, Mateusz Michałek, Yang Qi. Best $k$-layer neural network approximations. Constructive Approximation, 2021, 55 (1), pp.583-604. ⟨10.1007/s00365-021-09545-2⟩. ⟨hal-03088287⟩

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Best $k$-layer neural network approximations

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