Research
On-device research index

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

Trend · papers per month

8.3%16.7%25.0%33.3% · Apr 199519922001200920172026
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.

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 ↗

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 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 ↗

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.

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.

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 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.

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 ↗

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.

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.

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 ↗

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 ↗

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 ↗

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.

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 ↗