English

A representation problem for smooth sums of ridge functions

Classical Analysis and ODEs 2020-04-28 v3

Abstract

In this paper we prove that if a multivariate function of a certain smoothness class is represented by a sum of kk arbitrarily behaved ridge functions, then it can be represented by a sum of kk ridge functions of the same smoothness class and a polynomial of degree at most k1k-1. This solves the problem posed by A. Pinkus in his monograph "Ridge Functions" up to a multivariate polynomial.

Cite

@article{arxiv.2002.00587,
  title  = {A representation problem for smooth sums of ridge functions},
  author = {Rashid Aliev and Vugar Ismailov},
  journal= {arXiv preprint arXiv:2002.00587},
  year   = {2020}
}

Comments

16 pages, two corollaries added

R2 v1 2026-06-23T13:28:42.368Z