Best $k$-layer neural network approximations

Journal Articles Constructive Approximation Year : 2021

(1) , (2) , (3)

1
2
3

Lek-Heng Lim

University of Chicago

Mateusz Michalek

University of Konstanz

Yang Qi

TROPICAL

Neural network Best approximation Join loci Secant loci

Computer Science [cs] Machine Learning [cs.LG] Statistics [stat] Machine Learning [stat.ML]

Fichier principal

neural.pdf (370.94 Ko)

Origin : Files produced by the author(s)

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

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

Last modification on : Saturday, November 19, 2022-3:58:50 AM

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

Lek-Heng Lim, Mateusz Michalek, Yang Qi. Best $k$-layer neural network approximations. Constructive Approximation, 2021. ⟨hal-03088287⟩

X CNRS INRIA IRISA X-CMAP X-DEP-MATHA CMAP INRIA2 UR1-MATH-STIC UNIV-PARIS-SACLAY UR1-UFR-ISTIC IP_PARIS UR1-MATH-NUM GS-COMPUTER-SCIENCE

49 View

64 Download