Recovering affine-linearity of functions from their restrictions to affine lines
Apoorva Khare, Akaki Tikaradze

TL;DR
This paper investigates how to determine if a function between vector spaces is affine-linear by examining its behavior on affine lines, extending classical results and providing quantitative bounds in various algebraic settings.
Contribution
It introduces new conditions under which affine-linearity can be recovered from restrictions to lines, extending classical results and providing sharp quantitative bounds in rings and fields.
Findings
Affine-linearity can be recovered from restrictions to certain lines in vector spaces.
Classical results are extended to more general algebraic structures and non-bijective functions.
Quantitative bounds are established for the number of lines needed to ensure global affine-linearity.
Abstract
Motivated by recent results of Tao-Ziegler [Discrete Anal. 2016] and Greenfeld-Tao (2022 preprint) on concatenating affine-linear functions along subgroups of an abelian group, we show three results on recovering affine-linearity of functions from their restrictions to affine lines, where are -vector spaces and . First, if and is affine-linear when restricted to affine lines parallel to a basis and to certain "generic" lines through , then is affine-linear on . (This extends to all modules over unital commutative rings with large enough characteristic.) Second, we explain how a classical result attributed to von Staudt (1850s) extends beyond bijections: if preserves affine lines , and if whenever , then this also…
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsAdvanced Numerical Analysis Techniques · Polynomial and algebraic computation · Digital Image Processing Techniques
