Asymptotic behaviour of self-contracted planar curves and gradient orbits of convex functions
Aris Daniilidis (LMPT), Olivier Ley (LMPT), St\'ephane Sabourau (LMPT)

TL;DR
This paper introduces self-contracted curves, proves bounded planar curves have finite length, and explores gradient orbits of convex functions, including examples of spiraling orbits around minima.
Contribution
It defines self-contracted curves, establishes their finite length property in the plane, and analyzes gradient orbits, including a spiraling example for convex functions.
Findings
Bounded self-contracted planar curves have finite length.
Gradient orbits of convex functions can spiral infinitely around minima.
The paper provides an example of a spiraling gradient orbit in the plane.
Abstract
We hereby introduce and study the notion of self-contracted curves, which encompasses orbits of gradient systems of convex and quasiconvex functions. Our main result shows that bounded self-contracted planar curves have a finite length. We also give an example of a convex function defined in the plane whose gradient orbits spiral infinitely many times around the unique minimum of the function.
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.
