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.

168,657 papers · 148 categories

Trend · papers per month

78157235313 · May 202619922001200920172026
48 results for induced geometry

Study investigates induced geometry on surfaces in 3D contact manifolds.

problem Understanding the metric structure on surfaces embedded in 3D contact sub-Riemannian manifolds.
method Defined a coefficient to characterize characteristic points and identified global conditions for finite induced distance.
result Proved induced distance finite for certain surfaces with isolated characteristic points.

The principal group of a Klein geometry has canonical left action on the homogeneous space of the geometry and this action induces action on the spaces of sections of vector bundles over the homogeneous space. This paper is about construction of differential operators invariant with respect to the induced action of the…

2012-01-01abs ↗pdf ↗

We discuss the local differential geometry of convex affine spheres in $\re^3$ and of minimal Lagrangian surfaces in Hermitian symmetric spaces. In each case, there is a natural metric and cubic differential holomorphic with respect to the induced conformal structure: these data come from the Blaschke metric and Pick f…

2013-10-18abs ↗pdf ↗

In generalized complex geometry, we revisit linear subspaces and submanifolds that have an induced generalized complex structure. We give an expression of the induced structure that allows us to deduce a smoothness criteria, we dualize the results to submersions and we make a few comments on generalized complex mapping…

2014-12-03abs ↗pdf ↗

Let MM be a submanifold of a Riemannian manifold (N,g)(N,g). MM induces a subbundle O(M,N)O(M,N) of adapted frames over MM of the bundle of orthonormal frames O(N)O(N). Riemannian metric gg induces natural metric on O(N)O(N). We study the geometry of a submanifold O(M,N)O(M,N) in O(N)O(N). We characterize the horizontal distributio…

2013-11-24abs ↗pdf ↗

Navigation in Lorentz Finsler geometry induces isoparametric hypersurfaces.

problem Defining and analyzing isoparametric hypersurfaces in Lorentz Finsler geometry.
method Using a navigation process with a Finsler metric and a tangent vector field, isoparametric functions and hypersurfaces are defined and analyzed.
result Local correspondences between isoparametric functions and hypersurfaces are established.

Training shapes the geometry of neural network feature maps, revealing local area magnification.

problem Understanding how training affects the geometric structure of neural network feature maps.
method Analyzing the Riemannian geometry induced by neural network feature maps at infinite width and after training.
result Training breaks the symmetry of the geometry induced by random neural network feature maps, magnifying local areas along decision boundaries.

We introduce a stochastic model for noisy vector fields on manifolds.

problem Noisy vector fields violate the assumption of parallel transport in stochastic analysis.
method We define a stochastic Lie bracket that induces torsion and analyze its consequences.
result The stochastic Lie bracket induces torsion in expectation.

Information geometry applies concepts in differential geometry to probability and statistics and is especially useful for parameter estimation in exponential families where parameters are known to lie on a Riemannian manifold. Connections between the geometric properties of the induced manifold and statistical properti…

2013-10-29abs ↗pdf ↗

In this paper we discuss the twistor equation in Lorentzian spin geometry. In particular, we explain the local conformal structure of Lorentzian manifolds, which admit twistor spinors inducing lightlike Dirac currents. Furthermore, we derive all local geometries with singularity free twistor spinors that occur up to di…

2003-05-04abs ↗pdf ↗

A lemma of Tits establishes a connection between the simple connectivity of an incidence geometry and the universal completion of an amalgam induced by a sufficiently transitive group of automorphisms of that geometry. In the present paper, we generalize this lemma to intransitive geometries, thus opening the door for …

2007-08-11abs ↗pdf ↗

An almost complex structure J on a 4-manifold X may be described in terms of a rank 2 vector bundle E. A splitting of J consists of a pair of line bundles spanning E. A hypersurface M in X satisfying a nondegeneracy condition inherits a CR-structure from J and a path geometry from the splitting. Using the Cartan-Kähler…

2012-02-06abs ↗pdf ↗

Lightlike hypersurfaces of a statistical manifold are studied. It is shown that a lightlike hypersurface of a statistical manifold is not a statistical manifold with respect to the induced connections, but the screen distribution has a canonical statistical structure. Some relations between induced geometric objects wi…

2019-01-26abs ↗pdf ↗

We consider two Riemannian geometries for the manifold M(p,m×n)\mathcal{M}(p,m\times n) of all m×nm\times n matrices of rank pp. The geometries are induced on M(p,m×n)\mathcal{M}(p,m\times n) by viewing it as the base manifold of the submersion π:(M,N)MNTπ:(M,N)\mapsto MN^T, selecting an adequate Riemannian metric on the total space, and …

2012-09-01abs ↗pdf ↗

We analyze the classic problem of existence of Einstein metrics in a given conformal structure for the class of conformal structures inducedf Nurowski's construction by (oriented) (2,3,5) distributions. We characterize in two ways such conformal structures that admit an almost Einstein scale: First, they are precisely …

2016-06-03abs ↗pdf ↗

The paper studies scalar flat Kähler metrics on line bundles and proves their properties.

problem Understanding scalar flat Kähler metrics on line bundles.
method Analyzes two families of scalar flat Kähler metrics on Cn+1\mathbb{C}^{n+1} and O(k)\mathcal{O}(-k), proving existence of asymptotic expansions and approximations.
result Characterizes the Burns-Simanca metric as the only projectively induced scalar flat metric on O(k)\mathcal{O}(-k) with a vanishing second coefficient in its asymptotic expansion.

In this paper, following the constructions of N. R. O'Brian, J. H. Rawnsley and I. Vaisman, we define four almost Hermitian structures (up to conjugation) on the twistor space of a Hermitian surface by using canonical connections, including the Lichnerowicz connection and the Chern connection. We also study the relatio…

2018-03-11abs ↗pdf ↗

There are two well-known parabolic split G2G_2-geometries in dimension five, (2,3,5)(2,3,5)-distributions and G2G_2-contact structures. Here we link these two geometries with yet another G2G_2-related contact structure, which lives on a seven-manifold. We present a natural geometric construction of a Lie contact structure o…

2016-01-15abs ↗pdf ↗

A function is exponentially concave if its exponential is concave. We consider exponentially concave functions on the unit simplex. In a previous paper we showed that gradient maps of exponentially concave functions provide solutions to a Monge-Kantorovich optimal transport problem and give a better gradient approximat…

2016-05-19abs ↗pdf ↗

This paper demostrates a method for analysing almost CR geometries (H,J)(H,J), by uniquley defining a partially integrable structure (H,K)(H,K) from the same data. Thus two almost CR geometries (H,J)(H,J) and (H,J)(H',J') are equivalent if and and only if they generate isomorphic induced partially integrable CR geometries (H,K)(H,K)

2008-07-08abs ↗pdf ↗

We study the geometry of a GG-structure PP inside the oriented orthonormal frame bundle SO(M){\rm SO}(M) over an oriented Riemannian manifold MM. We assume that GG is connected and closed, so the quotient SO(n)/G{\rm SO}(n)/G, where n=dimMn=\dim M, is a normal homogeneous space and we equip SO(M){\rm SO}(M) with the natural Riema…

2015-03-12abs ↗pdf ↗

The goal of this paper is to encode equivalently the fractional Lagrange dynamics as a nonholonomic almost Kahler geometry. We use the fractional Caputo derivative generalized for nontrivial nonlinear connections (N-connections) originally introduced in Finsler geometry, with further developments in Lagrange and Hamilt…

2010-06-29abs ↗pdf ↗

We present a complete classification and the construction of Mp(2n+2,R)\mathrm{Mp}(2n+2,\mathbb{R})-equivariant differential operators acting on the principal series representations, associated to the contact projective geometry on RP2n+1\mathbb{RP}^{2n+1} and induced from the irreducible Mp(2n,R)\mathrm{Mp}(2n,\mathbb{R})-submodules of…

2015-12-27abs ↗pdf ↗

The paper explores a duality between conformally flat metrics and hyperbolic geometry.

problem Locally conformally flat metrics and their relationship to hyperbolic geometry.
method Analyzes the Gauss-Codazzi equations and their duals in hyperbolic space.
result Identifies a unique solution for B^\hat{B} when g^\hat{g} is locally conformally flat.

Study geometric and representation theory of statistical transformation models.

problem Understand relationships between induced structures and actions on measure spaces.
method Investigate geometric properties and symplectic actions on induced structures.
result Show equivariance of action and relationships between tangent bundles and projectivizations.

This work investigates implicit bias in multiclass separable data using a novel geometry-aware optimizer.

problem Understanding implicit bias in overparameterized models on multiclass separable data.
method Introduces NucGD, a geometry-aware optimizer enforcing low-rank structures through nuclear norm constraints.
result NucGD enables scalable training and characterizes the impact of stochastic optimization dynamics.

Study contact geometry of symplectic divisors, invariant under specific transformations.

problem Understanding contact structures on symplectic divisors and their boundaries.
method Invariant analysis of contact structures under toric and interior blow-ups/blow-downs, open book decomposition construction.
result Contact structure on divisor boundaries is invariant under specified transformations.

Proposes a new phylogenetic tree space with biologically principled geometry.

problem Developing a space for statistical analysis of phylogenies with biologically informed assumptions.
method Introduces wald space, a new phylogenetic tree space, and two related geometries based on Fisher information and Gaussian processes.
result Geodesics in wald space are similar to those in the Fisher information geometry, but the two geometries are distinct.

The paper explores cone structures and their connections to parabolic geometries in complex manifolds.

problem Understanding cone structures and their properties in complex manifolds.
method Analyzes cone structures induced by parabolic geometries and VMRT structures, focusing on local invariants.
result Establishes a local differential-geometric version of a global algebraic-geometric recognition theorem.

This is a survey paper on the topic of Weil-Petersson geometry of Teichmuller spaces. Even though historically the subject has been developed as a branch of complex analysis, the treatment here is from the view-point of differential geometry, much influenced by the works of Eells, Earle, Fischer, Tromba and Wolpert ove…

2012-06-11abs ↗pdf ↗

In this note I study the Sasakian geometry associated to the standard CR structure on the Heisenberg group, and prove that the Sasaki cone coincides with the set of extremal Sasakian structures. Moreover, the scalar curvature of these extremal metrics is constant if and only if the metric has ΦΦ-sectional curvature $-…

2009-04-08abs ↗pdf ↗

Classifies invariant differential operators on a specific geometric space.

problem Identifying invariant differential operators on curved geometries.
method Classification of strongly invariant operators between vector bundles induced by semi-holonomic Verma modules.
result Classification of invariant differential operators on Gr(3,3)Gr(3,3).

We describe the induced geometry on several classes of Kodaira moduli spaces of rational curves in twistor spaces. By constructing connections and frames on the moduli spaces we build and review twistor theories pertaining to relativistic and non-relativistic geometries. Focussing on the cases of three- and five-dimens…

2017-04-03abs ↗pdf ↗