Pith. sign in

REVIEW 1 cited by

The Surface Signature and Rough Surfaces

Not yet reviewed by Pith; the record is open.

This paper has not been read by Pith yet. Machine review is queued; the pith claim, tier, and objections will appear here once it completes.

SPECIMEN: schema-true, not a live event

T0 review · schema-true

One-sentence machine reading of the paper's core claim.

pith:XXXXXXXX · record.json · timestamp

arxiv 2406.16857 v2 pith:2PIP6EXC submitted 2024-06-24 math.FA math.ATmath.CTmath.DGmath.PR

classification math.FAmath.ATmath.CTmath.DGmath.PR
keywords signaturesurfacepathsroughcomputeparallelpathprovides
verification ladder T0 review T1 audit T2 compute T3 formal
0 comments
read the original abstract

Parallel transport, or path development, provides a rich characterization of paths which preserves the underlying algebraic structure of concatenation. The path signature is universal among such maps: any (translation-invariant) parallel transport factors uniquely through the path signature. Furthermore, the path signature is a central object in the theory of rough paths, which provides an integration theory for highly irregular paths. A fundamental result is Lyons' extension theorem, which allows us to compute the signature of rough paths, and in turn provides a way to compute parallel transport of arbitrarily irregular paths. In this article, we consider the notion of surface holonomy, a generalization of parallel transport to the higher dimensional setting of surfaces parametrized by rectangular domains, which preserves the higher algebraic structures of horizontal and vertical concatenation. Building on work of Kapranov, we introduce the surface signature, which is universal among surface holonomy maps with respect to continuous 2-connections. Furthermore, we introduce the notion of a rough surface and prove a surface extension theorem, which allows us to compute the signature of rough surfaces. By exploiting the universal property of the surface signature, this provides a method to compute the surface holonomy of arbitrarily irregular surfaces.

Discussion (0). Continue with ORCID to comment.

Forward citations

Cited by 1 Pith paper

Reviewed papers in the Pith corpus that reference this work. Sorted by Pith novelty score. Full citation record

  1. Tensor-to-Tensor Models with Fast Iterated Sum Features

    cs.CV 2025-06 conditional novelty 6.0 of 10

    A corner-tree algorithm computes a large class of two-parameter iterated sums in linear time, enabling a cheap tensor-to-tensor neural layer that matches larger ResNets on CIFAR and works for texture anomaly detection.

Pith tools