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arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

168,742 papers · 148 categories

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326496128 · Jun 202019922001200920172026
48 results for Gromov-Hausdorff distance

This paper introduces a new distance metric for filtered A-infinity categories, focusing on Lagrangian submanifolds.

problem Measuring the distance between filtered A-infinity categories associated with Lagrangian submanifolds.
method Developed a Gromov-Hausdorff distance to measure the difference between these categories.
result Established that the sequence of filtered A-infinity categories forms a Cauchy sequence in Gromov-Hausdorff distance.

The paper connects geometric and topological concepts to bound distances between metric spaces.

problem Bounding distances between metric spaces using Gromov-Hausdorff distance.
method Using Borsuk-Ulam theorems and Vietoris-Rips complexes, the paper obstructs the existence of certain continuous maps between complexes to bound discontinuities of functions.
result The paper provides new bounds on Gromov-Hausdorff distances between spheres of different dimensions.

Study extends null distance concept to Lorentzian length spaces for spacetime analysis.

problem Understanding spacetime convergence and topology in Lorentzian geometry.
method Extend null distance concept to Lorentzian length spaces, study Gromov-Hausdorff convergence.
result First results on compatibility of null distance with synthetic curvature bounds in warped product Lorentzian length spaces.

The Gromov-Hausdorff distance provides a metric on the set of isometry classes of compact metric spaces. Unfortunately, computing this metric directly is believed to be computationally intractable. Motivated by applications in shape matching and point-cloud comparison, we study a semidefinite programming relaxation of …

2016-10-17abs ↗pdf ↗

One of the most beautiful notions of metric geometry is the Gromov-Hausdorff distance which measures the difference between two metric spaces. To define the distance, let us isometrically embed these spaces into various metric spaces and measure the Hausdorff distance between their images. The best matching corresponds…

2016-12-01abs ↗pdf ↗

Defines new metrics for Lorentzian spaces and their convergence.

problem Defining metrics for Lorentzian spaces and their convergence.
method Abstract approach to Lorentzian Gromov-Hausdorff distance and convergence, defining bounded Lorentzian-metric spaces, and proving stability under GH limits.
result GH limits of Lorentzian-metric spaces are isometric and homeomorphic.

The paper constructs Gromov-Hausdorff metrics for Lorentzian spaces and calculates dimensions.

problem Understanding the geometry and dimensions of Lorentzian spaces.
method Construction of Gromov-Hausdorff metrics, calculation of dimensions, and analysis of Lorentzian spaces.
result Dushnik-Miller dimension of Minkowski spaces is countably infinite.

The paper converts metric bounds to distance function Hölder bounds and proves compactness theorems.

problem Proving geometric stability results with scalar curvature bounds.
method Transforming LpL^p bounds to Hölder bounds for distance functions.
result Compactness theorems and convergence guarantees for Riemannian manifolds.

The paper studies convergence of cosmological spacetimes using null distance.

problem Convergence of cosmological spacetimes with compact slices.
method Using null distance and Gromov-Hausdorff convergence, the paper establishes convergence results for spacetimes with mild extension properties.
result Uniform convergence of null distances and Gromov-Hausdorff convergence for monotone sequences of spacetimes.

Assigns compact set distance-like functions to non-compact geodesic spaces.

problem Assigning distance-like functions to compact sets in non-compact geodesic spaces.
method Assigns each compact set a distance-like function and studies the pseudo-metric on the space of compact subsets.
result Obtains a pseudo-metric on the space of compact subsets that is less than the Hausdorff distance.

Let MM be a compact Riemannian manifold with boundary. We show that MM is Gromov-Hausdorff close to a convex Euclidean region DD of the same dimension if the boundary distance function of MM is C1C^1-close to that of DD. More generally, we prove the same result under the assumptions that the boundary distance func…

2010-05-06abs ↗pdf ↗

NLGS optimizes latent geometry for better model performance.

problem Improving machine learning model performance by aligning latent space geometry with data structure.
method NLGS uses product manifolds with Gromov-Hausdorff distance for latent geometry search.
result NLGS finds optimal latent geometry with query-efficient Bayesian optimization.

Uniform estimates lead to Gromov-Hausdorff limits for Hermitian minimal models.

problem Uniform diameter and volume estimates for Chern-Ricci flow on Hermitian minimal models.
method Uniform diameter and volume estimates, local Kähler assumption, Perelman's reduced length, almost monotonicity formula for reduced volume.
result Gromov-Hausdorff convergence of the Chern-Ricci flow on Hermitian minimal models.

The paper introduces controllable principal connections and estimates distances between bundles and spaces.

problem Estimating distances between bundles and spaces using controllable connections.
method Combining orbit theorem, Ambrose-Singer theorem, and controllable principal connections.
result Proves convergence of metrics to normal reductive homogeneous spaces.

We consider a point cloud Xn:={x1,,xn}X_n := \{ x_1, \dots, x_n \} uniformly distributed on the flat torus Td:=Rd/Zd\mathbb{T}^d : = \mathbb{R}^d / \mathbb{Z}^d , and construct a geometric graph on the cloud by connecting points that are within distance ε\varepsilon of each other. We let P(Xn)\mathcal{P}(X_n) be the space of probability …

2017-02-11abs ↗pdf ↗

We consider sequences of open Riemannian manifolds with boundary that have no regularity conditions on the boundary. To define a reasonable notion of a limit of such a sequence, we examine "δδ inner regions" which avoid the boundary by a distance δδ. We prove Gromov-Hausdorff compactness theorems for sequences of the…

2013-01-17abs ↗pdf ↗

We present the Tetrahedral Compactness Theorem which states that sequences of Riemannian manifolds with a uniform upper bound on volume and diameter that satisfy a uniform tetrahedral property have a subsequence which converges in the Gromov-Hausdorff sense to a countably Hm\mathcal{H}^m rectifiable metric space of the…

2012-10-17abs ↗pdf ↗

The paper examines sequences of metric spaces converging to compact limits with specific properties.

problem Understanding convergence of metric spaces with compact limits.
method Analyzes sequences of metric spaces with increasing distance functions and uniform bounds, proving convergence under certain conditions.
result Uniform and Gromov-Hausdorff convergence and volume preserving intrinsic flat convergence to compact limits.

Study shows closed manifolds close to flat tori under Kato Ricci curvature bounds.

problem Stability of closed Riemannian manifolds with small Kato Ricci curvature.
method Geometric and diffeomorphic stability results for manifolds with small Kato Ricci curvature.
result Closed manifolds with small Kato Ricci curvature are close to flat tori and diffeomorphic to tori.

The null distance for Lorentzian manifolds was recently introduced by Sormani and Vega. Under mild assumptions on the time function of the spacetime, the null distance gives rise to an intrinsic, conformally invariant metric that induces the manifold topology. We show when warped products of low regularity and globally…

2019-09-10abs ↗pdf ↗

We give a new proof of the Gromov theorem: For any C>0C>0 and integer n>1n>1 there exists a function ΔC,nΔ_{C,n} such that if the Gromov--Hausdorff distance between complete Riemannian nn-manifolds VV and WW is not greater than δδ, absolute values of their sectional curvatures KσC|K_σ|\leq C, and their injectivity radii…

2008-02-01abs ↗pdf ↗

In this paper we produce a sequence of Riemannian manifolds MjmM_j^m, m2m \ge 2, which converge in the intrinsic flat sense to the unit mm-sphere with the restricted Euclidean distance. This limit space has no geodesics achieving the distances between points, exhibiting previously unknown behavior of intrinsic flat lim…

2018-10-29abs ↗pdf ↗

Given a geodesic space (E, d), we show that full ordinal knowledge on the metric d-i.e. knowledge of the function D d : (w, x, y, z) \rightarrow 1 d(w,x)\led(y,z) , determines uniquely-up to a constant factor-the metric d. For a subspace En of n points of E, converging in Hausdorff distance to E, we construct a met…

2015-06-11abs ↗pdf ↗

We construct a compact metric space that has any other compact metric space as a tangent, with respect to the Gromov-Hausdorff distance, at all points. Furthermore, we give examples of compact sets in the Euclidean unit cube, that have almost any other compact set of the cube as a tangent at all points or just in a den…

2014-06-30abs ↗pdf ↗

Proof of Reifenberg theorem in metric spaces, expanding on Cheeger and Colding's work.

problem Proving the Reifenberg theorem in metric spaces using Gromov-Hausdorff distance.
method Detailed proof of Cheeger and Colding's result, expanding on their arguments.
result BiLipschitz version of the Reifenberg theorem in metric spaces.