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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.

169,341 papers · 148 categories

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141281422562 · Jun 202019922001200920182026
48 results for planes distributions

Geometric structures on surfaces relate to 2-plane distributions in 5D.

problem Understanding geometric properties of vector bundles and distributions.
method Study of horizontal 2-plane distributions on 5-manifolds.
result Established a connection between surface projective differential geometry and 2-plane distribution growth.

Study maximally symmetric distribution of An-Nurowski surface rolling on a plane.

problem Maximally symmetric (2,3,5)(2,3,5)-distribution of An-Nurowski surface rolling without slipping or twisting.
method Calculated vector fields defining a split g2\frak{g}_2 Lie algebra and projected to an action of SL(3,R)SL(3,\mathbb{R}).
result Obtained an action of SL(3,R)SL(3,\mathbb{R}) on the configuration space without a surface.

We study the sectional curvature of plane distributions on 3-manifolds. We show that if the distribution is a contact structure it is easy to manipulate this curvature. As a corollary we obtain that for every transversally oriented contact structure on a closed 3-dimensional manifold MM there is a metric, such that th…

2008-02-07abs ↗pdf ↗

By a real alphabeta-geometry we mean a four-dimensional manifold M equipped with a neutral metric h such that (M,h) admits both an integrable distribution of alpha-planes and an integrable distribution of beta-planes. We obtain a local characterization of the metric when at least one of the distributions is parallel (i…

2008-08-21abs ↗pdf ↗

Random translation surfaces converge to a Poisson plane as genus grows.

problem Understanding the geometric behavior of high genus translation surfaces.
method Proving convergence of random translation surfaces to a Poisson plane using statistical local geometric properties.
result The radius-rr neighborhood of a random point in an MSV-distributed random translation surface converges in distribution to the radius rr neighborhood of the root in a Poisson translation plane.

Constructs polyhedral chains with prescribed tangent plane distributions.

problem Constructing polyhedral chains with specific tangent plane distributions.
method Explicit construction of polyhedral chains that approximate prescribed measures on Grassmannian.
result Polyconvexity is equivalent to quasiconvexity of associated Q-integrands under certain conditions.

New numerical methods for evolving curves on curved spaces.

problem Evolve curves on Riemannian manifolds efficiently and accurately.
method Variational approximations and numerical schemes for curvature flow, curve diffusion, and elastic flow.
result Effective numerical schemes for geometric evolution equations on Riemannian manifolds.

The paper derives Gauss-Bonnet theorems for deformed connections in affine and rigid motions groups.

problem Computing curvature and geodesic curvature for surfaces and curves in affine and rigid motions groups.
method Defined deformed Schouten-Van Kampen connections, computed Gaussian curvature limits, and signed geodesic curvature.
result Derived Gauss-Bonnet theorems for deformed connections in affine and rigid motions groups.

Two flat sub-Lorentzian problems on Martinet distribution differ in attainable set intersections.

problem Flat sub-Lorentzian structures on Martinet distribution.
method Analysis of attainable sets, optimal trajectories, sub-Lorentzian distances and spheres.
result The attainable set for the first problem intersects with the Martinet plane, while for the second it does not.

A new probabilistic polygonal curve representation using Gaussian Mixture Models.

problem Capturing curves with uncertainty in both tangent and normal directions.
method Probabilistic polygonal approximation with Gaussian Mixture Model (GMM).
result The GMM accurately captures the local geometry and uncertainty of curves.

We study the geometric properties of holomorphic distributions of totally null mm-planes on a (2m+ε)(2m+ε)-dimensional complex Riemannian manifold (M,g)(\mathcal{M}, \bm{g}), where ε0,1ε\in {0,1} and m2m \geq 2. In particular, given such a distribution N\mathcal{N}, say, we obtain algebraic conditions on the Weyl tensor and t…

2011-07-12abs ↗pdf ↗

Let P be a locally finite circle packing in the plane invariant under a non-elementary Kleinian group Gamma and with finitely many Gamma-orbits. When Gamma is geometrically finite, we construct an explicit Borel measure on the plane which describes the asymptotic distribution of small circles in P, assuming that either…

2010-04-13abs ↗pdf ↗

On a natural circle bundle T(M) over a 4-dimensional manifold M equipped with a split signature metric g, whose fibers are real totally null selfdual 2-planes, we consider a tautological rank 2 distribution D obtained by lifting each totally null plane horizontally to its point in the fiber. Over the open set where g i…

2012-10-12abs ↗pdf ↗

Proposes a new complex Gaussian distribution for better modeling of complex-valued signals.

problem Limited ability of Gaussian distribution to represent diverse amplitude characteristics.
method Introduces a power-weighted noncentral complex Gaussian distribution on the complex plane.
result Consistently outperforms conventional distributions in log-likelihood for speech power spectra.

In spite of the recent surge of interest in quantile regression, joint estimation of linear quantile planes remains a great challenge in statistics and econometrics. We propose a novel parametrization that characterizes any collection of non-crossing quantile planes over arbitrarily shaped convex predictor domains in a…

2015-07-11abs ↗pdf ↗

In this paper, the HyperKahler contact distribution of a 3-Sasakian manifold is studied. To analyze the curvature properties of this distribution, the special metric connection ˉ\bar{\nabla} is defined. This metric connection is completely determined by HyperKahler contact distribution. We prove that HyperKahler conta…

2012-04-16abs ↗pdf ↗

In the geometry of generic 2-plane fields on 5-manifolds, the local equivalence problem was solved by Cartan who also constructed the fundamental curvature invariant. For generic 2-plane fields or (2,3,5)(2,3,5)-distributions determined by a single function of the form F(q)F(q), the vanishing condition for the curvature invar…

2015-06-08abs ↗pdf ↗

Invariants for 3D manifolds with plane fields defined by 1-forms and vector fields.

problem Constructing invariants for 3D manifolds with arbitrary plane fields.
method Using a 1-form and vector field to define a 3-form analogous to Godbillon-Vey class, and expressing it in terms of curvature and torsion.
result Showed how the 3-form depends on the 1-form and vector field, and deduced Euler-Lagrange equations.

Using symplectic topology and the Radon transform, we prove that smooth 4-dimensional projective planes are diffeomorphic to CP2\mathbb{CP}^2. We define the notion of a plane curve in a smooth projective plane, show that plane curves in high dimensional regular planes are lines, prove that homeomorphisms preserving plan…

2004-12-27abs ↗pdf ↗

Extends results on automorphism groups of flat Minkowski planes to toroidal circle planes.

problem Understanding automorphism groups of toroidal circle planes.
method Extending Schenkel's results to toroidal circle planes.
result Automorphism groups of toroidal circle planes have dimensions at most 6 and can have dimensions at least 4 or kernels of dimension 3.

Stable planes are locally isomorphic to classical projective planes.

problem Characterizing stable planes that are locally isomorphic to classical projective planes.
method Analyzing properties of stable planes and comparing them to classical projective planes over specific fields.
result Simply connected stable planes with connected lines are isomorphic to open subplanes of classical projective planes.

We show injectivity of the X-ray transform and the dd-plane Radon transform for distributions on the nn-torus, lowering the regularity assumption in the recent work by Abouelaz and Rouvière. We also show solenoidal injectivity of the X-ray transform on the nn-torus for tensor fields of any order, allowing the tensor…

2014-02-25abs ↗pdf ↗

In this paper we investigate compatible overdetermined systems of PDEs on the plane with one common characteristic. Lie's theorem states that its integration is equivalent to a system of ODEs, and we relate this to the geometry of rank 2 distributions. We find a criterion for integration in quadratures and in closed fo…

2011-08-30abs ↗pdf ↗

This paper explores VAEs in Fisher-Shannon plane, revealing the relationship between Fisher information and Shannon entropy.

problem Understanding the relationship between Fisher information and Shannon entropy in VAEs.
method Investigation of VAEs in Fisher-Shannon plane, focusing on the trade-off between Fisher information and Shannon entropy.
result VAEs' representation learning and log-likelihood estimation are intrinsically related to Fisher information and Shannon entropy.

Criteria for sharksfin and deltoid singularities from plane to plane, with applications.

problem Identifying and understanding singularities in plane-to-plane mappings.
method Providing criteria and geometric meanings for singularities.
result Geometric meanings and criteria for sharksfin and deltoid singularities.

Analytic torsion defined for rank 2 distributions on 5-manifolds.

problem Defining and analyzing analytic torsion for rank 2 distributions.
method Proposed an analytic torsion for Rumin complex associated with rank 2 distributions on 5-manifolds, established anomaly formulas, and showed coincidence with Ray-Singer torsion.
result The proposed torsion coincides with Ray-Singer torsion for certain nilmanifolds.