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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.

168,695 papers · 148 categories

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87174260347 · Jun 202019922001200920172026
48 results for Hausdorff approximation

For a regular sub-Riemannian manifold we study the Radon-Nikodym derivative of the spherical Hausdorff measure with respect to a smooth volume. We prove that this is the volume of the unit ball in the nilpotent approximation and it is always a continuous function. We then prove that up to dimension 4 it is smooth, whil…

2010-05-04abs ↗pdf ↗

Solves approximation problems for zonoids and neural networks, closing gaps in dimensions 2 and 3.

problem Approximating zonoids and shallow neural networks in uniform norm.
method Combines techniques to solve both problems, closing gaps in dimensions 2 and 3.
result Completes the solution for zonoid approximation in all dimensions and improves neural network approximation rates.

We introduce a natural definition of LpL^p-convergence of maps, p1p \ge 1, in the case where the domain is a convergent sequence of measured metric space with respect to the measured Gromov-Hausdorff topology and the target is a Gromov-Hausdorff convergent sequence. With the LpL^p-convergence, we establish a theory of …

2005-05-20abs ↗pdf ↗

The study establishes equivalence of conditions on metric manifolds with finite volume.

problem Characterizing metric spaces with a metric fundamental class.
method Analyzing three conditions on metric manifolds with finite volume.
result Conditions (1), (2), and (3) are equivalent for metric manifolds with finite Nagata dimension.

The paper studies the convergence of SAA for systemic risk measures.

problem Theoretical convergence of SAA for set-valued systemic risk measures.
method General theory and specific case study with mixed-integer programming formulations.
result Theoretical convergence results for SAA under Wijsman and Hausdorff topologies.

Study shows stability of Schrödinger operator spectral data on a manifold.

problem Determining a manifold and potential function from spectral data.
method Approximation of spectral data on a subset to determine manifold and potential.
result Quantitative stability estimate for Schrödinger operator inverse problem.

Researchers reconstruct simple Riemannian manifolds from boundary wave arrival times.

problem Reconstructing Riemannian manifolds from unknown interior sources and arrival times.
method Discrete metric approximation using labeled Gromov--Hausdorff distance.
result Finite-time approximations converge to the true Riemannian manifold.

This paper introduces Hausdorff measure and its applications in fractal geometry.

problem Defining and applying Hausdorff measure to fractal geometry.
method Definition of Hausdorff outer measure, Caratheodory's criterion, construction of Hausdorff measure, and introduction of Hausdorff dimension.
result Demonstrates the Hausdorff dimension of the Cantor ternary set.

In dimension 44, we show that a nontrivial flat cone cannot be approximated by smooth Ricci shrinkers with bounded scalar curvature and Harnack inequality, under the pointed-Gromov-Hausdorff topology. As applications, we obtain uniform positive lower bounds of scalar curvature and potential functions on Ricci shrinker…

2017-01-08abs ↗pdf ↗

Study of one-dimensional non-Hausdorff manifolds and their quotient to CW complexes.

problem Understanding and characterizing one-dimensional non-Hausdorff manifolds.
method Analyzing properties of connected non-Hausdorff manifolds and their quotient spaces to CW complexes.
result Existence of a quotient map from a connected non-Hausdorff manifold to an open one-dimensional CW complex.

We construct for every finite-dimensional Alexandrov space AA and every point pAp \in A a 22-convex function fpf_p in a small neighborhood around pp, which approximates distp2\operatorname{dist}_p^2 up to second order. Moreover, the function fpf_p can be lifted to Gromov-Hausdorff close Alexandrov spaces of the same dim…

2019-10-01abs ↗pdf ↗

The preservation of ambient isotopic equivalence under piecewise linear (PL) approximation for smooth knots are prominent in molecular modeling and simulation. Sufficient conditions are given regarding: (1) Hausdorff distance, and (2) a sum of total curvature and derivative. High degree Bezier curves are often used as …

2013-12-19abs ↗pdf ↗

Study of Calabi-Yau metrics on converging manifolds, resolving conjectures.

problem Understanding Calabi-Yau metrics on converging manifolds.
method Analysis of Gromov-Hausdorff limits of metrics on Calabi-Yau fibrations.
result Gromov-Hausdorff limit is homeomorphic to the base of the fibration and discriminant locus has high Hausdorff codimension.

We study the geometric Whitney problem on how a Riemannian manifold (M,g)(M,g) can be constructed to approximate a metric space (X,dX)(X,d_X). This problem is closely related to manifold reconstruction where a smooth nn-dimensional submanifold SRmS\subset {\mathbb R}^m, m>nm>n needs to be constructed to approximate a point clo…

2015-08-04abs ↗pdf ↗

Proves generalization bounds for SGD using Feller processes and Hausdorff dimension.

problem Characterizing generalization properties of SGD in deep learning.
method Proves generalization bounds for SGD under Feller process approximation, linking generalization error to the Hausdorff dimension of trajectories.
result Generalization error controlled by the Hausdorff dimension of trajectories, which is linked to the tail behavior of the driving process.

The paper classifies Kleinian groups with Hausdorff dimension less than 1.

problem Classifying Kleinian groups with specific Hausdorff dimensions.
method Using Hou's result, the paper proves that all convex cocompact Kleinian groups of Hausdorff dimension less than 1 are Schottky groups.
result The classification of convex cocompact Kleinian groups of Hausdorff dimensions less than 1.

The paper proves a conjecture about manifold limits and characterizes their structure.

problem Characterizing limits of manifolds with a uniform contractibility function.
method Short proof using Gromov-Hausdorff distance and ANR properties.
result Obstruction vanishes if and only if the manifold can be approximated by PL-manifolds.

Upper bound for Hausdorff distance between hyperbolic space and its medianization.

problem Calculating the Hausdorff distance between hyperbolic space and its medianization.
method Using de Sitter space to model finite-dimensional hyperbolic space and its medianization, calculating the Hausdorff distance.
result An upper bound for the Hausdorff distance between hyperbolic space and its medianization is calculated.

New Hausdorff integrations for Lie algebroids and symplectic groupoids.

problem Integrating Lie algebroids and symplectic groupoids.
method Hausdorff versions of Lie Integration Theorems 1 and 2, Lie equivalences, and algebraic approach to holonomy.
result Generalization of integration of subalgebroids to non-wide cases and detailed exploration of foliation groupoids.

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.

The paper strengthens a theorem on crossings under linear perturbations with Hausdorff measure estimates.

problem Understanding multiple-point crossings under linear perturbations.
method Establishes a transversality theorem with Hausdorff measure estimates for exceptional parameter sets.
result Explicit upper bounds on the Hausdorff dimension of the exceptional set.

Study on Hausdorff dimension of Anosov subgroup limit sets under specific affine complexity.

problem Investigating the Hausdorff dimension of Anosov subgroup limit sets with self-affine complexity.
method Analyzing the Hausdorff dimension of projective limit sets Λ1(Γ)Λ^1(Γ) of Anosov subgroups ΓΓ under specific assumptions about their affine complexity.
result The Hausdorff dimension of Λ1(Γ)Λ^1(Γ) is determined by the critical exponent of the first simple root under partial quasi-self-similarity.

Maps continuous Riemann surfaces to complex space with specific properties.

problem Embedding Riemann surfaces into complex space with controlled poles and boundaries.
method Continuous map with specified properties, including effective poles and Hausdorff dimension constraints.
result Existence of Jordan curves in the image of the map, each of Hausdorff dimension one.

Study extends Hausdorff dimension Hessian results to new hyperconvex representations.

problem Extending classical results on Hausdorff dimension Hessian.
method Analyzes (1,1,2)-hyperconvex representations and small complex deformations.
result Positive definiteness of Hessian of Hausdorff dimension for co-compact Γ in PO(n,1).