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Hessianizability of surface metrics

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arxiv 2405.06998 v1 pith:WLBI2VFG submitted 2024-05-11 math.DG

classification math.DG
keywords partialhessianizablelocallymathbbmathrmsurfacealwaysarticle
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abstract

A symmetric quadratic form $g$ on a surface~$M$ is said to be locally Hessianizable if each $p\in M$ has an open neighborhood~$U$ on which there exists a local coordinate chart $(x^1,x^2):U\to\mathbb{R}^2$ and a function $f:U\to\mathbb{R}$ such that, on $U$, we have $$ g = \frac{\partial^2 f}{\partial x^i\partial x^j}\,\mathrm{d} x^i\circ\mathrm{d} x^j. $$ In this article, I show that, when $g$ is nondegenerate and smooth, it is always smoothly locally Hessianizable.

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Cited by 1 Pith paper

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

  1. Hessian Geometry of Latent Space in Generative Models

    cs.LG 2025-06 reject novelty 6.0 of 10

    A method to recover the Hessian/Fisher metric of generative model latent spaces is validated on Ising and TASEP and applied to claim fractal phase transitions in diffusion models.

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