Small-time fluctuations for the bridge of a sub-Riemannian diffusion
Ismael Bailleul, Laurent Mesnager, James Norris

TL;DR
This paper studies small-time behavior of conditioned sub-Riemannian diffusions, showing that fluctuations around the minimal energy path converge to a Gaussian limit characterized by the bicharacteristic flow and a novel second variation of energy.
Contribution
It introduces a new formulation of the second variation of the energy functional for sub-Riemannian diffusions and characterizes Gaussian fluctuations in this setting.
Findings
Fluctuations converge to a Gaussian limit outside the cut locus.
The Gaussian limit is characterized by bicharacteristic flow.
A new second variation of the energy functional is formulated.
Abstract
We consider small-time asymptotics for diffusion processes conditioned by their initial and final positions, under the assumption that the diffusivity has a sub-Riemannian structure, not necessarily of constant rank. We show that, if the endpoints are joined by a unique path of minimal energy, and lie outside the sub-Riemannian cut locus, then the fluctuations of the conditioned diffusion from the minimal energy path, suitably rescaled, converge to a Gaussian limit. The Gaussian limit is characterized in terms of the bicharacteristic flow, and also in terms of a second variation of the energy functional at the minimal path, the formulation of which is new in this context.
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.
