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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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177354530707 · Jun 202019922001200920172026
48 results for structural limits

The paper extends Nambu-Poisson structures to infinite dimensions.

problem Extending Nambu-Poisson structures to infinite dimensional settings.
method Adapting finite dimensional Nambu-Poisson structures to a convenient manifold setting.
result Classical results in finite dimensions can be extended to infinite dimensions for partial Nambu structures.

We study the limits of holonomy representations of complex projective structures on a compact Riemann surface in the Morgan-Shalen compactification of the character variety. We show that the dual R-trees of the quadratic differentials associated to a divergent sequence of projective structures determine the Morgan-Shal…

2011-05-25abs ↗pdf ↗

Extends Dirac structures to infinite dimensions, focusing on convenient Lie algebroids and manifolds.

problem Extending classical geometrical results from finite to infinite dimensions.
method Introduces partial Dirac structures on convenient Lie algebroids and manifolds, explores their properties and limits.
result Classical geometrical results can be extended to infinite dimensional contexts.

Survey on Nambu-Poisson structures in infinite dimensions.

problem Generalization of Poisson and Nambu-Poisson structures in infinite dimensions.
method Study properties of associated characteristic distribution and projective/direct limits.
result Properties and limits of Nambu-Poisson structures in convenient setting.

The paper examines convergence of distances in Lipschitz structures on manifolds.

problem Convergence of distances in Lipschitz vector fields and norms on manifolds.
method Analysis of convergence of distances associated to converging structures of Lipschitz vector fields and norms.
result Under mild controllability assumption, distances converge locally uniformly to the limit Carnot-Carathéodory distance.

We define the notion of strong projective limit of Banach Lie algebroids. We study the associated structures of Fréchet bundles and the compatibility with the different morphisms. This kind of structure seems to be a convenient framework for various situations.

2010-12-03abs ↗pdf ↗

The study connects K-stability and large complex structure limits in mirror symmetry.

problem Understanding K-stability and its relation to large complex structure limits in mirror symmetry.
method Analyzing Kähler test configurations and their mirror Landau-Ginzburg models, studying scaling behavior, and focusing on specific limiting cases.
result New formulae for the Donaldson-Futaki invariant are derived in terms of theta functions on the mirror in certain limiting cases.

We explore the plane-wave limit of homogeneous spacetimes. For plane-wave limits along homogeneous geodesics the limit is known to be homogeneous and we exhibit the limiting metric in terms of Lie algebraic data. This simplifies many calculations and we illustrate this with several examples. We also investigate the beh…

2005-04-07abs ↗pdf ↗

In this paper, we explore the limit structure of a sequence of Riemannian manifolds with Bakry-Émery Ricci curvature bounded below in the Gromov-Hausdorff topology. By extending the techniques established by Cheeger-Cloding for Riemannian manifolds with Ricci curvature bounded below, we prove that each tangent space at…

2013-04-16abs ↗pdf ↗

We construct a geometric structure on deformed supermanifolds as a certain subalgebra of the vector fields. In the classical limit we obtain a decoupling of the infinitesimal odd and even transformations, whereas in the semiclassical limit the result is a representation of the supersymmetry algebra. In the case of mass…

2007-07-24abs ↗pdf ↗

Paper explores limits of exact inference in structured prediction models.

problem Exact recovery of true labels in graph-based structured prediction models.
method Analyzes necessary and sufficient conditions for exact recovery using maximum likelihood estimation.
result Derives tight conditions for exact recovery, revealing a gap with computationally tractable methods.

A geometric transition is a continuous path of geometric structures that changes type, meaning that the model geometry, i.e. the homogeneous space on which the structures are modeled, abruptly changes. In order to rigorously study transitions, one must define a notion of geometric limit at the level of homogeneous spac…

2014-08-18abs ↗pdf ↗

Scientific fields such as insider-threat detection and highway-safety planning often lack sufficient amounts of time-series data to estimate statistical models for the purpose of scientific discovery. Moreover, the available limited data are quite noisy. This presents a major challenge when estimating time-series model…

2018-03-15abs ↗pdf ↗

In this paper, we study the information-theoretic limits of learning the structure of Bayesian networks (BNs), on discrete as well as continuous random variables, from a finite number of samples. We show that the minimum number of samples required by any procedure to recover the correct structure grows as Ω(m)Ω(m) and $Ω…

2016-01-27abs ↗pdf ↗

In this paper, we study the structure of the limit space of a sequence of almost Einstein manifolds, which are generalizations of Einstein manifolds. Roughly speaking, such manifolds are the initial manifolds of some normalized Ricci flows whose scalar curvatures are almost constants over space-time in the L1L^1-sense,…

2012-02-14abs ↗pdf ↗

The paper proves mirror symmetry for del Pezzo surfaces and computes related structures.

problem Understanding mirror symmetry for del Pezzo surfaces and related geometric structures.
method Using hyperKähler rotation and Floer theory, the paper constructs and compares Landau-Ginzburg mirrors and complex affine structures.
result The limit of the complex affine structure of special Lagrangian fibrations agrees with integral affine structures.

The aim of the paper is to investigate the relation between inverse limit of branched manifolds and codimension zero laminations. We give necessary and sufficient conditions for such an inverse limit to be a lamination. We also show that codimension zero laminations are inverse limits of branched manifolds. The inverse…

2012-04-28abs ↗pdf ↗

The paper examines sequences of metric spaces converging to compact limits with specific properties.

problem Understanding convergence of metric spaces with compact limits.
method Analyzes sequences of metric spaces with increasing distance functions and uniform bounds, proving convergence under certain conditions.
result Uniform and Gromov-Hausdorff convergence and volume preserving intrinsic flat convergence to compact limits.

We study the limit set of discrete subgroups arising from Anosov representations. Specially we study the limit set of discrete groups arising from strictly convex real projective structures and Anosov representations from a finitely generated word hyperbolic group into a semisimple Lie group.

2012-12-04abs ↗pdf ↗

We prove short time existence and uniqueness of the Laplacian flow starting at an arbitrary closed G2G_2-structure. We establish long time existence and convergence of the Laplacian flow starting near a torsion-free G2G_2-structure. We analyze the limit map of the Laplacian flow in relation to the moduli space of torsi…

2009-12-01abs ↗pdf ↗

Theoretical limits of deep residual networks show consistent covariance structures.

problem Understanding the limits of deep residual networks.
method Analyzing the behavior of deep residual networks with skip connections as width and depth approach infinity.
result Theoretical analysis confirms that the covariance structure remains consistent regardless of the order of width and depth.

Study of limiting configurations for SU(1,2) Hitchin equation solutions.

problem Analyzing the behavior of solutions to the Hitchin equation for SU(1,2) Higgs bundles.
method Gluing construction and analysis of spectral data, focusing on limiting configurations.
result The limiting behavior of solutions is described by a metric on a Hecke modification of VV singular at DD.

Researchers examine various causal structures for spacetimes with continuous metrics.

problem Comparing causal structures for spacetimes with continuous but not necessarily smooth metrics.
method Examined three key properties: push-up lemma, openness of chronological futures, and existence of limit causal curves.
result Spacetimes with continuous metrics do not always satisfy all three key properties.

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.

The study defines a canonical nilpotent structure for certain collapsed manifolds.

problem Understanding the structure of collapsed Riemannian manifolds.
method Analyzes the nilpotent structure of manifolds with bounded Ricci curvature and Reifenberg local covering geometry.
result A canonical nilpotent structure can be defined and uniquely determined over regular limit spaces.

Constructs tri-Hamiltonian structure and Frobenius manifold for asymmetric gAL hierarchy

problem Tri-Hamiltonian structure and Frobenius manifold for asymmetric gAL hierarchy
method Local tri-Hamiltonian structure construction and Frobenius manifold construction
result Dispersionless limits of flows belong to Principal Hierarchy

CSTS benchmarks time series clustering by evaluating correlation structures.

problem Lack of validated ground truth for objectively assessing clustering quality.
method Synthetic benchmark CSTS for evaluating correlation structures in multivariate time series data.
result CSTS enables precise diagnosis of methodological limitations in correlation-based time series clustering.

Study geometric structure of Ricci shrinker ends without global curvature assumptions.

problem Understand the geometric structure of Ricci shrinker ends without global curvature constraints.
method Analyze blow-up sequences of Ricci shrinkers at points with Type I scalar curvature bound, extending F-convergence theory.
result Limits of Ricci shrinkers at points with Type I scalar curvature bound split a line in four dimensions.

Kaehler-Einstein metrics on orbifolds derived from Einstein sequences.

problem Desingularizing Einstein orbifolds with Kaehler-Einstein metrics.
method Analyzing sequences of smooth compact Einstein 4-manifolds converging to orbifolds.
result The limit orbifold is Kaehler-Einstein and one of the classified orbifold limits.

Paper bridges quantum and classical mechanics for open systems.

problem Quantum open systems with bi-Lindblad structure.
method Develops a bridge between bi-Hamiltonian structures and GKSL formalism, introducing contact-compatible Lindblad generators.
result Provides a mathematical mechanism for semiclassical limit of quantum open systems.