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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.

168,695 papers · 148 categories

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170341511681 · Jun 202019922001200920172026
48 results for dimensional spaces

A novel method visualizes higher-dimensional spaces using hyperbolic geometry.

problem Challenges in visualizing higher-dimensional spaces.
method Interactive visualization of higher-dimensional grids based on hyperbolic geometry.
result Our method shows the whole higher-dimensional space at once and avoids disadvantages of previous methods.

Finding rare information hidden in a huge amount of data from the Internet is a necessary but complex issue. Many researchers have studied this issue and have found effective methods to detect anomaly data in low dimensional space. However, as the dimension increases, most of these existing methods perform poorly in de…

2014-05-05abs ↗pdf ↗

Develops a finite construction for self-duality and related moduli spaces over Riemann surfaces.

problem Constructing moduli spaces over Riemann surfaces.
method Finite-dimensional construction using holomorphic symplectic reduction.
result Moduli spaces over Riemann surfaces as stratified holomorphic symplectic spaces.

New non-trivial Kaehler-Ricci solitons found in infinite dimensional complex space forms.

problem Non-trivial Kaehler-Ricci solitons in infinite dimensional complex space forms.
method Exhibited families of non trivial radial Kaehler-Ricci solitons in infinite dimensional complex space forms.
result Non-trivial Kaehler-Ricci solitons exist in infinite dimensional complex space forms, contradicting previous finite dimensional results.

We extend rectified flow to infinite-dimensional Hilbert space.

problem Extending rectified flow to infinite-dimensional spaces.
method Established a rigorous functional formulation using the superposition principle for continuity equations.
result Demonstrated superior performance compared to existing models.

We study three-dimensional Alexandrov spaces with a lower curvature bound, focusing on extending three classical results on three-dimensional manifolds: First, we show that a closed three-dimensional Alexandrov space of positive curvature, with at least one topological singularity, must be homeomorphic to the suspensio…

2013-07-15abs ↗pdf ↗

Defines cross product for m vectors in n-dimensional spaces.

problem No universal definition for cross product in high-dimensional spaces.
method Defines cross product for m vectors in n-dimensional spaces with any metric matrices.
result Cross product length represents m-dimensional volume, components represent volume directions.

Adjoint sampler targets infinite-dimensional function spaces for efficient sampling.

problem Limited theory and algorithms for sampling infinite-dimensional function spaces.
method Adjoint Sampler for infinite-dimensional function spaces based on stochastic maximum principle.
result FAS achieves superior performance in synthetic and real systems.

The paper extends graph-based semi-supervised learning to infinite-dimensional Wasserstein space.

problem Graph-based semi-supervised learning in high-dimensional data.
method Laplace Learning in the Wasserstein space, proving variational convergence and characterizing the Laplace-Beltrami operator.
result Consistent classification performance in high-dimensional settings.

New findings suggest Barron space doesn't defy curse of dimensionality for certain types of smoothness.

problem Understanding the curse of dimensionality in neural networks with different smoothness notions.
method Defined ADZ spaces via Mellin transform to encapsulate nonclassical smoothness, compared to classical smoothness.
result Evidence provided that Barron space doesn't defy curse of dimensionality for certain smoothness types.

Study on infinite-dimensional Heisenberg groups using hypoelliptic heat kernels.

problem Properties of hypoelliptic heat kernels on infinite-dimensional reduced Heisenberg groups.
method Construction and study of hypoelliptic heat kernels on infinite-dimensional reduced Heisenberg groups.
result Hypoelliptic logarithmic Sobolev inequalities on the space.

The problem of conformal transformation and conformal flatness of Finsler spaces has been studied by so many researchers [6,16,17,20,21].\left[ 6,16,17,20,21\right] . Recently, Prasad et. al [19]\left[ 19\right] have studied three dimensional conformally flat Landsberg and Berwald spaces and have given some important results. The pur…

2017-12-20abs ↗pdf ↗

We study closed three-dimensional Alexandrov spaces with a lower Ricci curvature bound in the CD(K,N)\mathsf{CD}^*(K,N) sense, focusing our attention on those with positive or nonnegative Ricci curvature. First, we show that a closed three-dimensional CD(2,3)\mathsf{CD}^*(2,3)-Alexandrov space must be homeomorphic to a spherical…

2016-02-24abs ↗pdf ↗

Spheres' spectral structure converges to Gaussian space's as dimensions grow.

problem Understanding spectral convergence between high-dimensional spheres and Gaussian spaces.
method Proving spectral convergence using projections and eigenvalues.
result Spectral structure on high-dimensional spheres converges to Gaussian space's as dimensions increase.

Solves classical problem with Kähler-Einstein metrics in complex projective spaces.

problem Classical problem of non-isometric bidimensional Kähler-Einstein submanifolds.
method Listed complete non-isometric bidimensional rotation invariant Kähler-Einstein submanifolds.
result Solves the classical problem in the specified case.

Paper reduces movement primitive dimensionality in parameter space.

problem High dimensionality of movement primitives makes policy optimization expensive.
method Investigates dimensionality reduction in parameter space, identifying principal movements.
result Dimensionality reduction in parameter space is more effective than in configuration space.

Paper investigates optimal transport map estimation in infinite-dimensional spaces.

problem Estimating optimal transport maps in infinite-dimensional spaces is challenging.
method Characterizes γγ-smoothness for optimal transport maps and develops a polynomial-rate estimator.
result Shows polynomial-order minimax risk for optimal transport map estimation.

We analyse in a systematic way the (non-)compact n-dimensional Einstein Weyl spaces equipped with a cohomogeneity-one metric. With no compactness hypothesis, we prove that, as soon as the (n-1)-dimensional space is an homogeneous reductive Riemannian space with an unimodular group of left-acting isometries G 1)a non-ex…

1999-12-16abs ↗pdf ↗

We prove that an isometric immersion of a timelike surface in four-dimensional Minkowski space is equivalent to a normalized spinor field which is a solution of a Dirac equation on the surface. Using the quaternions and the complex numbers, we obtain a spinor representation formula that relates the spinor field and the…

2017-04-28abs ↗pdf ↗

In 3-dimensional Euclidean space, Scherk second surfaces are singly periodic embedded minimal surfaces with four planar ends. In this paper, we obtain a natural generalization of these minimal surfaces in any higher dimensional Euclidean space Rn+1{\R}^{n+1}, for n3n \geq 3. More precisely, we show that there exist $(n-1…

2001-09-19abs ↗pdf ↗

The classification of 4-dimensional naturally reductive pseudo-Riemannian spaces is given. This classification comprises symmetric spaces, the product of 3-dimensional naturally reductive spaces with the real line and new families of indecomposable manifolds which are studied at the end of the article. The oscillator g…

2014-07-11abs ↗pdf ↗

This study describes the Fisher-Rao metric on Gaussian measures in infinite-dimensional spaces.

problem Understanding the Fisher-Rao metric in infinite-dimensional Gaussian settings.
method Explicit description and generalization of finite-dimensional quantities to infinite-dimensional Hilbert spaces.
result The Fisher-Rao metric and related geometric quantities generalize from finite to infinite dimensions.

We analyse the most general supersymmetric solutions of D=11 supergravity consisting of a warped product of five-dimensional anti-de-Sitter space with a six-dimensional Riemannian space M_6, with four-form flux on M_6. We show that M_6 is partly specified by a one-parameter family of four-dimensional Kahler metrics. We…

2004-02-19abs ↗pdf ↗

New gauge-theoretic construction of 4D hyperkähler ALE spaces.

problem Classifying and understanding 4D hyperkähler ALE spaces.
method Gauge-theoretic construction of 4D hyperkähler ALE spaces via solutions to a system of equations for a pair of a connection and a section of a vector bundle over an orbifold Riemann surface, modulo a gauge group action.
result A new gauge-theoretic interpretation of Kronheimer's classification of 4D hyperkähler ALE spaces.

We give an exhaustive description of all simply connected odd dimensional cohomogeneity one manifolds that can possibly support an invariant metric with positive sectional curvature. Among the known examples of odd dimensional manifolds with positive curvature, apart from spheres, there are two infinite families among …

2005-11-18abs ↗pdf ↗

In this paper we give a characterization of 2-dimensional topological field theories over a space XX as Frobenius bundles with connections over LXLX, the free loop space of XX. This is a generalization of the folk theorem stating that 2-dimensional topological field theories (over a point) are described by finite-dim…

2010-08-29abs ↗pdf ↗

High-dimensional ConvNets detect patterns in 32+ dimensions for geometric registration.

problem Detecting geometric patterns in high-dimensional spaces.
method High-dimensional convolutional networks applied to geometric registration problems.
result High-dimensional ConvNets outperform global pooling approaches in 3D registration and image correspondence.