Best $k$-layer neural network approximations

Lek-Heng Lim (1) , Mateusz Michalek (2) , Yang Qi (3)

1 University of Chicago
2 University of Konstanz
3 TROPICAL - TROPICAL

Mots clés: Neural network; Best approximation; Join loci; Secant loci

Domaines: Apprentissage [cs.LG]; Machine Learning [stat.ML]

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