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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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118236354472 · Jun 202019922001200920172026
48 results for Integral Representations

Researchers create integral representations for two-layer ReLU networks with quantitative bounds.

problem Approximating functions with two-layer ReLU networks using explicit integral representations.
method Developed integral representations involving harmonic extension and projection, providing L2L^{2} bounds.
result Functions can be approximated with L2L^{2} errors independent of dimension or degree, depending on coefficients and distribution.

Study constant mean curvature surfaces with integrable boundary conditions.

problem Understanding surfaces with constant mean curvature under specific boundary conditions.
method Used generalized Weierstrass representation to determine potentials.
result Determined potentials for surfaces satisfying integrable boundary conditions.

Researchers prove finiteness of integral representations on specific polytopes.

problem Proving finiteness of integral representations on 2-perfect truncation polytopes.
method Analyzing the geometric component of the deformation space of properly convex real projective structures on Coxeter orbifolds.
result Contains only finitely many integral representations.

Restricts quantum representations of mapping class groups to integral coefficients.

problem Integrality of non-semisimple quantum representations of mapping class groups.
method Exhibits explicit bases of states spaces that span Z[ζ]\mathbb{Z}[ζ]-lattices invariant under mapping class groups.
result Restricts quantum representations to integral coefficients from Q(ζ)\mathbb{Q}(ζ) to Z[ζ]\mathbb{Z}[ζ].

The paper analyzes how grid cells perform path integration and learns hexagon grid patterns.

problem Understanding how grid cells perform path integration calculations.
method Theoretical analysis of a general representation model of path integration by grid cells, identifying group representation and isotropic scaling conditions.
result The learned model of hexagon grid patterns is capable of accurate long distance path integration.

NKI integrates obfuscated datasets using nonlinear kernels for improved data collaboration.

problem Privacy-preserving data collaboration with reduced reconstruction risk.
method Formulates linear kernel integration, kernelizes it, and introduces graph regularization and centering constraints.
result NKI improves classification accuracy over existing linear integration methods under nonlinear dimensionality reduction.

New method improves self-supervised representation learning using probabilistic modeling and Monte Carlo integration.

problem Improving self-supervised representation learning for multimodal data.
method Discriminative probabilistic modeling with multiple importance sampling (MIS) for robust Monte Carlo integration.
result Proposes a novel non-parametric method for approximating conditional probability densities through convex optimization.

The purpose of this article is to describe all possible beliefs of market participants on objective measures under Markovian environments when a risk-neutral measure is given. To achieve this, we employ the Martin integral representation of Markovian pricing kernels. Then, we offer economic and financial implications o…

2015-04-01abs ↗pdf ↗

We give new explicit formulas for the representations of the mapping class group of a genus one surface with one boundary component which arise from Integral TQFT. Our formulas allow one to compute the h-adic expansion of the TQFT-matrix associated to a mapping class in a straightforward way. Truncating the h-adic expa…

2009-08-19abs ↗pdf ↗

Study forward investment performance in semimartingale markets with stochastic factors.

problem Investigate forward investment performance in incomplete semimartingale markets with power risk preferences and stochastic integrated factors.
method Develop necessary and sufficient conditions for FIPP existence, use integral representations, and solve ill-posed HJB equations.
result Explicit constructions for time-monotone FIPPs in semimartingale models, generalizing from Brownian to semimartingale markets.

FI-modules were introduced by the first three authors in [CEF] to encode sequences of representations of symmetric groups. Over a field of characteristic 0, finite generation of an FI-module implies representation stability for the corresponding sequence of S_n-representations. In this paper we prove the Noetherian pro…

2012-10-05abs ↗pdf ↗

New parametrizations for minimal timelike surfaces discovered.

problem Finding parametrizations for minimal timelike surfaces in specific spaces.
method Derived representation formulas for null curves leading to parametrizations of minimal timelike surfaces.
result Examples of minimal timelike surfaces constructed.

Minimalistic model captures head direction system properties.

problem Representing head direction system in a high-dimensional space.
method A minimalistic representation model of the rotation group U(1), including fully connected and convolutional versions.
result Emergence of Gaussian-like tuning profiles and 2D circle geometry in both model versions.

We study the conditions for a nilpotent Lie group to be foliated into subgroups that have square integrable (relative discrete series) unitary representations, that fit together to form a filtration by normal subgroups. Then we use that filtration to construct a class of "stepwise square integrable" representations on …

2012-12-09abs ↗pdf ↗

Geometrically represents path integral reduction Jacobian for interacting systems.

problem Quantizing a model mechanical system with dependent coordinates.
method Geometric representation using scalar curvature and Christoffel symbols in a nonholonomic basis.
result Found a geometric representation for the path integral reduction Jacobian.

Derives integral representations for a Lévy process and its extremum, hitting time, with fast evaluation.

problem Efficiently evaluating the joint probability density function of a Lévy process, its supremum, and hitting time.
method Integral representations, Laplace-Fourier transforms, summation by parts, conformal deformation, trapezoid rules, Gaver-Wynn-Rho algorithm.
result Explicit calculations and fast evaluation of the joint cpdf for Lévy processes.

Geometrically represents the Jacobian for a mechanical system with symmetry.

problem Path integral reduction for a mechanical system with symmetry.
method Geometric representation using scalar curvature and adapted coordinates.
result Obtained geometric representation of the Jacobian.

In this paper we provide an integral representation of the fractional Laplace-Beltrami operator for general riemannian manifolds which has several interesting applications. We give two different proofs, in two different scenarios, of essentially the same result. One of them deals with compact manifolds with or without …

2017-04-20abs ↗pdf ↗

Paper proposes a new FRL algorithm for continuous sensitive attributes using EIPM.

problem Existing FRL algorithms cannot handle continuous sensitive attributes.
method Introduces EIPM to assess fairness in representation space for continuous attributes and proposes FREM algorithm.
result FREM outperforms other methods in fairness evaluation for continuous sensitive attributes.

The risk minimizing problem E[l((HXTx,π)+)]πmin\mathbf{E}[l((H-X_T^{x,π})^{+})]\oversetπ{\longrightarrow}\min in the multidimensional Black-Scholes framework is studied. Specific formulas for the minimal risk function and the cost reduction function for basket derivatives are shown. Explicit integral representations for the risk functi…

2011-02-18abs ↗pdf ↗

The paper studies binary icosahedral representations of hyperbolic 3-manifolds.

problem Understanding the representations of hyperbolic integral homology spheres into the binary icosahedral group.
method Relating 2I2I representations to quotient dimension and analyzing finite covers.
result Hyperbolic 3-manifolds have quotient dimension 2 or 3, with specific cases obtained infinitely many times.

LORL learns object-centric representations from vision and language.

problem Learning disentangled, object-centric scene representations from vision and language.
method LORL integrates unsupervised object discovery and segmentation with language input to learn object-centric concepts.
result LORL improves unsupervised object discovery methods and aids downstream tasks.

New integrable systems for marginally trapped surfaces in 4D Lorentz-Minkowski space.

problem Constructing new representations for marginally trapped surfaces in L4{\mathbb{L}}^{4}.
method Developed new Weierstrass-type representations to solve a linear PDE.
result Explicit examples of marginally trapped surfaces with non-vanishing mean curvature.