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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.

169,051 papers · 148 categories

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68135203270 · Jun 202019922001200920182026
48 results for reference metrics

Proposes RDASS for better Korean text summarization evaluation.

problem ROUGE scores fail to capture semantic meaning in Korean text summarization.
method Introduces RDASS metrics and a method to improve their correlation with human judgment.
result RDASS metrics correlate better with human judgment than ROUGE scores.

The paper proves rigidity for shells in non-Euclidean spaces.

problem Proving rigidity for shells in non-Euclidean spaces.
method Analyzing a stretching plus bending functional of an elastic shell in a Riemannian manifold.
result A sequence of immersions of asymptotically vanishing energy converges to an isometric immersion of the shell.

New approach solves Calabi problem on manifolds with edge-cone singularities.

problem Solving the Calabi problem on manifolds with edge-cone singularities.
method Proposes a new approach using a good reference metric and equivalent equations with different reference metrics.
result Extends methods from smooth settings to edge settings, generalizing to multiple hypersurfaces.

We introduce a weak notion of barycenter of a probability measure μμ on a metric measure space (X,d,m)(X, d, {\bf m}), with the metric dd and reference measure m{\bf m}. Under the assumption that optimal transport plans are given by mappings, we prove that our barycenter B(μ)B(μ) is well defined; it is a probability measur…

2017-03-28abs ↗pdf ↗

Proximal online gradient minimizes dynamic regret in evolving environments.

problem Optimizing dynamic regret in online learning where the optimal solution changes over time.
method Proximal online gradient method, showing it is optimal for dynamic regret.
result Proximal online gradient matches the lower bound for dynamic regret, proving its optimality.

Study classifies special metrics on specific surfaces.

problem Classifying extremal Kähler metrics with singularities.
method Analyzes Hessian of the Curvature of the Metric on K-surfaces.
result Identifies non-CSC HCMU metrics on S{α}2S^2_{\{α\}} and S{α,β}2S^2_{\{α,β\}}.

Stability of hypersurface immersions in Riemannian manifolds proved for LpL^p perturbations.

problem Stability of isometric immersions of hypersurfaces in Riemannian manifolds under LpL^p perturbations of their fundamental forms.
method Young measure approach, relaxation of energy, regularity result for immersions.
result Sequence of immersions converges to an isometric immersion with the reference shape operator.

This paper has two purposes. First it partially extends the result in the author's previous work concerning the asymptotic expansion of the Tian-Yau metrics, by considering a slightly larger class of quasi-projective manifolds. This text is also intended to provide a quick introductory reference to the study of Ricci-f…

2012-05-04abs ↗pdf ↗

We introduce Gaussian-type measures on the manifold of all metrics with a fixed volume form on a compact Riemannian manifold of dimension 3\geq 3. For this random model we compute the characteristic function for the L2L^2 (Ebin) distance to the reference metric. In the Appendix, we study Lipschitz-type distance betwee…

2013-09-05abs ↗pdf ↗

Motivated by the application to spacetimes of general relativity we investigate the geometry and regularity of Lorentzian manifolds under certain curvature and volume bounds. We establish several injectivity radius estimates at a point or on the past null cone of a point. Our estimates are entirely local and geometric,…

2006-12-29abs ↗pdf ↗

Study on spherical conical metrics and their reducibility on compact Riemann surfaces.

problem Existence and geometric structure of reducible spherical conical metrics.
method Analysis of monodromy groups and geometric cutting of surfaces.
result Existence of reducible spherical conical metrics with saddle points on the same geodesic.

Classical elasticity is concerned with bodies that can be modeled as smooth manifolds endowed with a reference metric that represents local equilibrium distances between neighboring material elements. The elastic energy associated with a configuration of a body in classical elasticity is the sum of local contributions …

2013-06-07abs ↗pdf ↗

Analytic torsion studied for fibred boundary metrics, with applications to conic degeneration.

problem Analytic torsion of fibred boundary metrics and conic degeneration.
method Established invariance and gluing formula for renormalized analytic torsion under deformations of metrics.
result Recovery of a result by Sher and Guillarmou about analytic torsion under conic degeneration.

Proves sufficiency of countable test plans for BV functions on metric spaces.

problem Recovering BV functions and their measures on arbitrary metric spaces.
method Proves sufficiency of countable test plans on arbitrary metric measure spaces and geodesics on CD(K,N){\sf CD}(K,N) spaces.
result Countable test plans are sufficient for BV functions and their measures on metric spaces.

Study geodesic structure of compact balls space and find explicit isometry.

problem Geodesic structure of space of compact balls.
method Investigate the shooting property to find explicit isometry.
result Explicit isometry between (Σ(X),dH)(Σ(X),d_H) and XimesR0X imes \mathbb{R}_{\ge 0}.

Study heat kernel on manifolds with fibred boundary metrics.

problem Analyzing spectral problems in manifolds with fibred boundary metrics.
method Construct heat kernel as polyhomogeneous conormal distribution.
result Fundamental step towards analysis of Ray-Singer torsion, eta-invariants and index theorems.

The paper finds the extremal compatible linear connection on generalized Berwald manifolds.

problem Finding the extremal compatible linear connection on generalized Berwald manifolds.
method Minimizing the pointwise length of the torsion tensor, solving conditional extremum problems.
result An intrinsic algorithm to check the existence of compatible linear connections on Finsler manifolds.

We can talk about two kinds of stability of the Ricci flow at Ricci flat metrics. One of them is a linear stability, defined with respect to Perelman's functional F\mathcal{F}. The other one is a dynamical stability and it refers to a convergence of a Ricci flow starting at any metric in a neighbourhood of a considere…

2004-10-04abs ↗pdf ↗

Proves mass-capacity inequalities for critical area-normalized capacitors, improving Schwarzschild metric uniqueness.

problem Proving mass-capacity inequalities for critical area-normalized capacitors.
method Analyzes asymptotically flat manifolds with boundary capacity potential satisfying an overdetermined problem.
result Improves Schwarzschild metric uniqueness and results for spin asymptotically flat spacetimes.

This paper improves autoregressive model training by focusing on test metrics, not just likelihood.

problem Training autoregressive models to perform better on specific metrics like METEOR score.
method Follows the learning-to-search approach, constructing a reference policy and choosing test metric-related costs.
result The standard KL loss only learns high-probability tokens and can be improved with ranking objectives.

The double tetrahedron is the triangulation of the three-sphere gotten by gluing together two congruent tetrahedra along their boundaries. As a piecewise flat manifold, its geometry is determined by its six edge lengths, giving a notion of a metric on the double tetrahedron. We study notions of Einstein metrics, consta…

2010-06-30abs ↗pdf ↗

A common approach to metric-affine, local Poincaré, special-relativistic and Galilei spacetime geometry is developed. Starting from an affine composite bundle, we introduce local reference frames and their evolution along worldlines and we study both, absolute and relative simultaneity postulates, giving rise to altern…

2014-07-30abs ↗pdf ↗

Unified query framework for active metric learning and classification.

problem Combining representation learning and task-specific goals in machine learning.
method Adaptive selection of nearest neighbor queries using information theoretic criterion.
result Actively selected nearest neighbor queries outperform recent methods in deep metric learning and classification.

In this paper, the geometric meaning of (alpha,beta)-norms is made clear. On this basis, we introduce a new class of Finsler metrics called general (alpha,beta)-metrics, which are defined by a Riemannian metric and an 1-form. These metrics not only generalize original (alpha,beta)-metrics naturally, but also include so…

2012-09-05abs ↗pdf ↗

Suppose (X,ω)(X,ω) is a compact Kähler manifold of dimension nn, and θθ is closed (1,1)(1,1)-form representing a big cohomology class. We introduce a metric d1d_1 on the finite energy space E1(X,θ)\mathcal{E}^1(X,θ), making it a complete geodesic metric space. This construction is potentially more rigid compared to its analog f…

2018-01-31abs ↗pdf ↗

In this paper, we introduce and investigate a general transformation or change of Finsler metrics, which is referred to as a generalized ββ-conformal change: L(x,y)L(x,y)=f(eσ(x)L(x,y),β(x,y)).L(x,y) \longrightarrow\overline{L}(x,y) = f(e^{σ(x)}L(x,y),β(x,y)). This transformation combines both ββ-change and conformal change in a general setting. T…

2009-06-29abs ↗pdf ↗

Study on special Finsler metrics with conditions for Riemannian and isotropic properties.

problem Characterizing Finsler metrics with specific geometric properties.
method Analyzing conditions for Riemannian and isotropic properties of AR-Finsler metrics.
result Conditions for isotropic SS-curvature and mean Landsberg curvature leading to vanishing curvature.

This paper introduces a database to assess the perceptual similarity of adversarial images.

problem The lack of reliable metrics to assess the perceptual similarity of adversarial images generated by LpL_{p} norms.
method Creation of a database and evaluation of fifteen FR image fidelity assessment metrics.
result The database and metrics can help in designing new metrics for adversarial examples.

The term "special biconformal change" refers, basically, to the situation where a given nontrivial real-holomorphic vector field on a complex manifold is a gradient relative to two Kähler metrics, and, simultaneously, an eigenvector of one of the metrics treated, with the aid of the other, as an endomorphism of the tan…

2011-03-31abs ↗pdf ↗

Proposes QQE for transforming and embedding data distributions.

problem Transforming and embedding data distributions for better representation or visualization.
method Quantile-Quantile Embedding (QQE) using quantile-quantile plot concept.
result QQE allows for better discrimination of classes in some cases.