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.

168,742 papers · 148 categories

Trend · papers per month

93186278371 · Jun 202019922001200920172026
48 results for domain characterization

Characterizes Kähler-hyperbolicity of bounded symmetric domains based on rank and genus.

problem Understanding the Kähler-hyperbolicity of bounded symmetric domains.
method Defines Kähler-hyperbolicity length by rank and genus, and characterizes it through a special Bergman potential.
result Establishes a unique constant for Kähler-hyperbolicity based on gradient length of a Bergman potential.

Study shows how many domains are needed for generalization, using a new measure called domain shattering dimension.

problem How many domains are needed for domain generalization?
method Introduced a new combinatorial measure called the domain shattering dimension to model domain sample complexity.
result Established a tight quantitative relationship between domain shattering dimension and classic VC dimension.

In this paper we study the area of ideals triangles in a convex domain with its Hilbert geometry. We obtain a characterization of the hyperbolic geometry among all the Hilbert geometry in terms of area of ideals triangles. We also obtain a sharp lower bound on the hilbert area of ideal triangles, independant of the con…

2003-12-08abs ↗pdf ↗

Characterizes billiard and quasigeodesic flows in polyhedral convex bodies.

problem Characterizing billiard and quasigeodesic flows in polyhedral convex bodies.
method Alexandrov geometry methods.
result Optimal regularity result for convex bodies: billiard dynamics is continuous if boundary is of class C2,1\mathcal{C}^{2,1}.

Adversarial techniques learn invariant representations across multiple domains.

problem Domain generalization from diverse studies to unseen domains.
method Adversarial censoring techniques for invariant representation learning.
result Limiting behavior of adversarial loss function as the number of domains grows.

In this paper we prove: if the complete Kähler-Einstein metric on a bounded convex domain (with no boundary regularity assumptions) is Gromov hyperbolic, then the ˉ\bar{\partial}-Neumann problem satisfies a subelliptic estimate. This is accomplished by constructing bounded plurisubharmonic function whose Hessian grows…

2019-04-24abs ↗pdf ↗

Paper finds inequalities for convex domains in hyperbolic space.

problem Finding inequalities for convex domains in hyperbolic space.
method Introducing hyperbolic ellipsoids and using orthogonal projection to establish inequalities.
result Affine isoperimetric inequalities for static convex domains in hyperbolic space characterized by hyperbolic ellipsoids.

Study on regularity of optimal transport maps on convex domains with quadratic cost.

problem Regularity of optimal transport maps between convex domains with quadratic cost.
method Analysis of CαC^α-densities and C1,αC^{1, α} boundary conditions, monotonicity formula for optimal transport maps.
result Proves C1,1εC^{1, 1-\varepsilon}-regularity for nondegenerate CαC^α-densities and C2,αC^{2, α}-regularity for C1,αC^{1, α} boundary.

For a domain ΩRnΩ\subset\mathbb R^n, we introduce the concept of a uniformly CmC^m defining function. We characterize uniformly CmC^m defining functions in terms of the signed distance function for the boundary and provide a large class of examples of unbounded domains with uniformly CmC^m defining functions. Some of ou…

2011-11-17abs ↗pdf ↗

We review some recent results in the generic rigidity theory of planar frameworks with forced symmetry, giving a uniform treatment to the topic. We also give new combinatorial characterizations of minimally rigid periodic frameworks with fixed-area fundamental domain and fixed-angle fundamental domain.

2012-03-04abs ↗pdf ↗

Study Anosov representations of reducible suspensions of hyperbolic groups.

problem Characterize dynamical properties of reducible suspensions of Anosov representations.
method Analyzing linear representations of non-elementary hyperbolic groups, focusing on weak unipotent actions on subspaces.
result Characterize when reducible suspensions are discrete and faithful, quasi-isometrically embedded, and Anosov.

This paper establishes a theoretical foundation for super-models via domain adaptation.

problem Reducing computational and data costs in AI for small and medium-sized enterprises.
method Two-stage diffusion process modeling, including pre-training and fine-tuning stages, using the Uhlenbeck-Ornstein process.
result The generalization error of the fine-tuning stage is dominant in domain adaptation.

In 1929, Paul Funk and Ludwig Berwald gave a characterization of Hilbert geometries from the Finslerian viewpoint. They showed that a smooth Finsler metric in a convex bounded domain of Rn\mathbb{R}^n is the Hilbert geometry in that domain if and only if it is complete, if its geodesics are straight lines and if its fl…

2013-11-11abs ↗pdf ↗

The Wong-Rosay theorem characterizes the strongly pseudoconvex domains of Cn\mathbb{C}^n by their automorphism groups. It has a lot of generalizations to other kinds of domains (for example, the weakly pseudoconvex domains). However, most of them are for domains of Cn\mathbb{C}^n. In this note, we generalize the Wong-R…

2014-07-18abs ↗pdf ↗

Sequential data often originates from diverse domains across which statistical regularities and domain specifics exist. To specifically learn cross-domain sequence representations, we introduce disentangled state space models (DSSM) -- a class of SSM in which domain-invariant state dynamics is explicitly disentangled f…

2019-06-07abs ↗pdf ↗

Researchers identify valid auxiliary functions for extreme value distributions and their max-domains of attraction.

problem Characterize valid auxiliary functions for extreme value distributions and their max-domains of attraction.
method Introduced 'universal' auxiliary functions valid for both VR and vMR representations, identified sets of valid auxiliary functions, and proposed a method for finding appropriate auxiliary functions.
result Characterized valid auxiliary functions for both VR and vMR representations for the entire MDA distribution families.

We study how the existence of a negatively pinched Kähler metric on a domain in complex Euclidean space restricts the geometry of its boundary. In particular, we show that if a convex domain admits a complete Kähler metric, with pinched negative holomorphic bisectional curvature outside a compact set, then the boundary…

2018-10-26abs ↗pdf ↗

The paper characterizes gauge balls in the Heisenberg group and solves overdetermined problems.

problem Characterizing gauge balls in the Heisenberg group and solving overdetermined problems.
method Discussing a one-parameter family of overdetermined problems related to the geometry of the Heisenberg group.
result Uniqueness results for domains with partial symmetries of cylindrical type in the Heisenberg group.

This paper is devoted to the study of convergence of sequences of solutions to the constant mean curvature H equation. The convergence domain is defined. The main Theorem characterizes the complement of this convergence domain: it shows that circle arcs of curvature 2H compose this complement. We then give results whic…

2005-09-21abs ↗pdf ↗

We provide monotonicity formulas for solutions to the p-Laplace equation defined in the exterior of a convex domain. A number of analytic and geometric consequences are derived, including the classical Minkowski inequality as well as new characterizations of rotationally symmetric solutions and domains. The proofs rely…

2018-03-28abs ↗pdf ↗

The paper resolves a problem about metric inequivalence and characterizes proper holomorphic maps.

problem Metric inequivalence and characterization of proper holomorphic maps.
method Explicit characterization of proper holomorphic maps from a finitely-connected planar domain onto the unit disk.
result Characterization of proper holomorphic maps from a finitely-connected planar domain onto the unit disk.

Extends Carathéodory's theorem to multidimensional domains with constant curvature.

problem Characterizing biholomorphic domains with constant holomorphic curvature.
method Using Bergman representative coordinates and Calabi's diastasis.
result Provides sufficient conditions for the boundary of a biholomorphic ball to be a topological sphere.

The paper improves classification accuracy by leveraging a shared signal across domains in high-dimensional classification.

problem Improving classification accuracy in high-dimensional data with shared signals across domains.
method Transfer learning for linear discriminant analysis, decomposing mean differences into common and domain-specific components.
result Deterministic limits for transfer performance, leading to optimal weights and corrections for bias.

Domain adaptation addresses the common problem when the target distribution generating our test data drifts from the source (training) distribution. While absent assumptions, domain adaptation is impossible, strict conditions, e.g. covariate or label shift, enable principled algorithms. Recently-proposed domain-adversa…

2019-03-05abs ↗pdf ↗

Convex domains have a unique boundary property related to normal vectors.

problem Characterizing convex domains using boundary properties and inequalities.
method Proving an inequality involving boundary normal vectors and distances.
result A constant cnc_n exists such that the inequality holds for convex domains, with equality if and only if the domain is convex.

Symplectic homology matches dual capacities for convex domains.

problem Understanding symplectic capacities and Reeb flows on convex domains.
method Isomorphic filtered symplectic homology to dual singular homology.
result Gutt-Hutchings capacities match spectral invariants for convex domains.

A characterization of maximal domains of existence of adapted complex structures for Riemannian homogeneous manifolds under certain extensibility assumptions on their geodesic flow is given. This is applied to generalized Heisenberg groups and naturally reductive Riemannian homogeneous spaces. As an application it is s…

2002-06-07abs ↗pdf ↗