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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.

168,657 papers · 148 categories

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77155232309 · Jun 202019922001200920172026
48 results for probabilistic pullback metrics

This paper improves probabilistic latent models on hyperbolic spaces.

problem Uncertainty in predictions due to geodesics crossing low-data regions.
method Augmenting hyperbolic manifold with a pullback metric for probabilistic pullback metrics.
result Geodesics on pullback metric respect both geometry and data distribution, reducing uncertainty.

Sobolev mappings preserve the Rumin complex on contact manifolds.

problem Preserving the Rumin complex under Sobolev mappings on contact manifolds.
method Using the Pullback Theorem, Pansu pullback is shown to induce chain mappings between Rumin complexes and de Rham complexes.
result The Rumin flat complex is bilipschitz invariant under Sobolev mappings between contact manifolds.

New distances for comparing multivariate normal distributions.

problem Comparing multivariate normal distributions efficiently and accurately.
method Approximated Fisher-Rao distance and pullback SPD cone distances.
result Efficient computation of distances between normal distributions.

Introduces new Finsler metrics and connects them to information geometry.

problem Generalizing Fisher-Rao metrics and studying their geometric properties.
method Introduces LpL^p-Fisher-Rao metrics and studies their relations to Amari-Cencov αα-connections.
result Geodesics of FpF_p and (α)\nabla^{(α)} coincide on Dens+(M)_+(M) for p=2/(1α)p = 2/(1-α).

DiffeoCFM efficiently generates realistic brain connectivity matrices using pullback metrics.

problem Generating realistic brain connectivity matrices for population heterogeneity analysis.
method Conditional flow matching on matrix manifolds via pullback metrics induced by global diffeomorphisms.
result DiffeoCFM achieves state-of-the-art performance on large-scale fMRI and EEG datasets.

We prove a generalization of Kawai theorem for the case of orbifold Riemann surface. The computation is based on a formula for the differential of a holomorphic map from the cotangent bundle of the Teichmüller space to the PSL(2,C)\mathrm{PSL}(2,\mathbb{C})-character variety, which allows to evaluate explicitly the pullback …

2017-08-29abs ↗pdf ↗

Given a reductive representation ρ:π1(S)Gρ: π_1(S)\rightarrow G, there exists a ρρ-equivariant harmonic map ff from the universal cover of a fixed Riemann surface ΣΣ to the symmetric space G/KG/K associated to GG. If the Hopf differential of ff vanishes, the harmonic map is then minimal. In this paper, we investigate the…

2016-05-31abs ↗pdf ↗

Study hermitian Yang-Mills connections on pullback bundles for holomorphic submersions.

problem Investigate hermitian Yang-Mills connections on pullback bundles for holomorphic submersions.
method Obtain a criterion for the existence of hermitian Yang-Mills connections on pullback bundles, using intersection numbers on the base.
result Determine conditions under which pullback bundles of stable or unstable bundles remain stable or unstable for adiabatic classes.

In \cite{BR1}, \cite{BR2}, a parabolic determinant line bundle on a moduli space of stable parabolic bundles was constructed, along with a Hermitian structure on it. The construction of the Hermitian structure was indirect: The parabolic determinant line bundle was identified with the pullback of the determinant line b…

2010-12-21abs ↗pdf ↗

Study the pullbacks and blowups of Lie algebroids and related structures.

problem Understanding the relationship between Lie algebroids, singular foliations, and Dirac structures under maps.
method Examine pullbacks and blowups of Lie algebroids and related structures under maps with constant rank or transversality assumptions.
result Establish the relation between the blowup of a Lie algebroid and its singular foliation.

We define a class of metrics that extend the Sasaki metric of a tangent manifold of a Riemannian manifold. The new metrics are obtained by the transfer of the generalized (pseudo-)Riemannian metrics of the pullback of the big tangent bundle of a manifold to the tangent manifold. We obtain the expression of the transfer…

2013-12-16abs ↗pdf ↗

The Schwarz--Pick lemma is a fundamental result in complex analysis. It is well-known that Yau generalized it to the higher dimensional manifolds by applying his maximum principle for complete Riemannian manifolds. Jeffres obtained Schwarz lemma for volume forms of conical Kähler metrics, based on a barrier function an…

2016-10-06abs ↗pdf ↗

Let BlP1Pn\text{Bl}_{\mathbb{P}^1} \mathbb{P}^n be a Kähler manifold obtained by blowing up a complex projective space Pn\mathbb{P}^n along a line P1\mathbb{P}^1. We prove that BlP1Pn\text{Bl}_{\mathbb{P}^1} \mathbb{P}^n does not admit constant scalar curvature Kähler metrics in any rational Kähler class, but admits extremal m…

2015-08-11abs ↗pdf ↗

We investigate the Chern-Ricci flow, an evolution equation of Hermitian metrics generalizing the Kahler-Ricci flow, on elliptic bundles over a Riemann surface of genus greater than one. We show that, starting at any Gauduchon metric, the flow collapses the elliptic fibers and the metrics converge to the pullback of a K…

2013-02-26abs ↗pdf ↗

This paper introduces tangent display maps to simplify tangent category theory.

problem The category of smooth manifolds does not admit all pullbacks, complicating tangent category theory.
method Develops tangent display maps as a special class of maps well-behaved with respect to pullbacks.
result Tangent display maps simplify previous work in tangent categories and provide a new way to define open subobjects.

Adopting the pullback approach to global Finsler geometry, the aim of the present paper is to provide new intrinsic (coordinate-free) proofs of intrinsic versions of the existence and uniqueness theorems for the Cartan and Berwald connections on a Finsler manifold. To accomplish this, the notions of semispray and nonli…

2007-07-09abs ↗pdf ↗

Study of permutational wreath pullbacks and their properties.

problem Structural study of permutational wreath pullbacks and their properties.
method Systematic structural study of permutational wreath pullbacks, focusing on center, abelianization, and functorial behavior.
result Established a criterion for the abelian kernel to be characteristic and for the wreath product to inherit the R-infinity property.

Framework learns data manifold and generative model from corrupted data.

problem Learning from corrupted data with latent manifold structures.
method Riemannian AmbientFlow, incorporating normalizing flows and Riemannian Autoencoders.
result Framework recovers underlying data distribution and smooth manifold parametrization.

The present note deals with the dynamics of metric connections with vectorial torsion, as already described by E. Cartan in 1925. We show that the geodesics of metric connections with vectorial torsion defined by gradient vector fields coincide with the Levi-Civita geodesics of a conformally equivalent metric. By pullb…

2003-09-05abs ↗pdf ↗

In this paper, we derive a maximum principle for a type of elliptic systems and apply it to analyze the Hitchin equation for cyclic Higgs bundles. We show several domination results on the pullback metric of the (possibly branched) minimal immersion ff associated to cyclic Higgs bundles. Also, we obtain a lower and up…

2017-10-30abs ↗pdf ↗

This paper focuses on the study of open curves in a manifold M, and proposes a reparameterization invariant metric on the space of such paths. We use the square root velocity function (SRVF) introduced by Srivastava et al. in [11] to define a reparameterization invariant metric on the space of immersions M' = Imm([0,1]…

2015-07-23abs ↗pdf ↗

Proposes a scalable framework for extracting data manifold geometry.

problem Efficiently mapping and learning data manifold geometry.
method Score-based pullback Riemannian geometry integrating pullback Riemannian geometry and generative models.
result High-quality geodesics and reliable intrinsic dimension estimation.

Survey of spectral, probabilistic, and deep metric learning methods.

problem Developing effective distance metrics for various machine learning tasks.
method Divided into spectral, probabilistic, and deep approaches, covering various techniques and their applications.
result Comprehensive overview of metric learning methods, including new developments and applications.

Study on stability and continuity of solutions to complex Monge-Ampère equations on compact Hermitian manifolds.

problem Stability and continuity of solutions to degenerate complex Monge-Ampère equations.
method Analysis of Hölder continuity and global continuity of solutions.
result Established uniform diameter bound for the twisted Chern-Ricci flow.

If GG is a compact Lie group endowed with a left invariant metric gg, then GG acts via pullback by isometries on each eigenspace of the associated Laplace operator ΔgΔ_g. We establish algebraic criteria for the existence of left invariant metrics gg on GG such that each eigenspace of ΔgΔ_g, regarded as the real ve…

2016-02-15abs ↗pdf ↗

We present a family of complexes playing the same role, for homogeneous variational problems, that the horizontal parts of the variational bicomplex play for variational problems on a fibred manifold. We show that, modulo certain pullbacks, each of these complexes (apart from the first one) is globally exact. All the c…

2005-12-16abs ↗pdf ↗