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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.

168,878 papers · 148 categories

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295988117 · Jun 202019922001200920172026
48 results for descriptive analytics

FedSLIM optimizes compact pattern models across distributed databases without sharing raw data.

problem Privacy-preserving federated descriptive analytics for data silos.
method Federated MDL-based framework using SLIM principle.
result FedSLIM variants preserve high-quality compression structure and recover globally informative patterns.

It is a classical result that any complex analytic Lie supergroup G\mathcal{G} is split \cite{kosz}, that is its structure sheaf is isomorphic to the structure sheaf of a certain vector bundle. However, there do exist non-split complex analytic homogeneous supermanifolds. We study the question how to find out whether …

2012-06-29abs ↗pdf ↗

In this paper, we introduce a new geometric description of the manifolds of matrices of fixed rank. The starting point is a geometric description of the Grassmann manifold Gr(Rk)\mathbb{G}_r(\mathbb{R}^k) of linear subspaces of dimension r<kr<k in Rk\mathbb{R}^k which avoids the use of equivalence classes. The set $\mathbb{…

2017-05-11abs ↗pdf ↗

GAMLA learns manifold structures with auto-encoding for global insights.

problem Limited global insight and lack of interpretable analytical descriptions in manifold learning.
method Two-round auto-encoding process to derive character and complementary representations.
result GAMLA provides global and analytical descriptions of smooth manifolds.

For spherical Tits buildings of the classical types there are well-known explicit descriptions as flag complexes. Similarly for affine buildings of the classical types there are explicit constructions in terms of lattices. In this article we generalize the flag complex description to twin cities, a generalization of tw…

2011-03-10abs ↗pdf ↗

I review few conceptual steps in analytic description of topological interactions, which constitute the basis of a new interdisciplinary branch in mathematical physics, "Statistical Topology", emerged at the edge of topology and statistical physics of fluctuating non-phantom rope-like objects. This new branch is called…

2016-08-23abs ↗pdf ↗

We present a local and constructive differential geometric description of finite-dimensional solvable and transitive Lie algebras of vector fields. We show that it implies a Lie's conjecture for such Lie algebras. Also infinite-dimensional analytical solvable and transitive Lie algebras of vector fields whose derivativ…

2019-07-05abs ↗pdf ↗

An analytic approach and description are presented for the moduli cotangent sheaf for suitable stable curve families including noded fibers. For sections of the square of the relative dualizing sheaf, the residue map at a node gives rise to an exact sequence. The residue kernel defines the vanishing residue subsheaf. F…

2012-04-17abs ↗pdf ↗

We start with a description of Lacan's work that we then take into our analytics methodology. In a first investigation, a Lacan-motivated template of the Poe story is fitted to the data. A segmentation of the storyline is used in order to map out the diachrony. Based on this, it will be shown how synchronous aspects, p…

2016-04-23abs ↗pdf ↗

Paper studies geometric properties of nonlinear Lebesgue spaces.

problem Geometric and analytic properties of nonlinear Lebesgue spaces.
method Formalizes pointwise description of geometric properties using a nonlinear Fubini-Lebesgue theorem.
result Definition of length structure, Alexandrov curvature bounds, and speed for absolutely continuous curves in nonlinear Lebesgue spaces.

We recall fundamental aspects of the pluriclosed flow equation and survey various existence and convergence results, and the various analytic techniques used to establish them. Building on this, we formulate a precise conjectural description of the long time behavior of the flow on complex surfaces. This suggests an at…

2018-08-28abs ↗pdf ↗

Based on ideas of W. M. Tulczyjew, a geometric framework for a frame-independent formulation of different problems in analytical mechanics is developed. In this approach affine bundles replace vector bundles of the standard description and functions are replaced by sections of certain affine line bundles called AV-bund…

2004-02-26abs ↗pdf ↗

Dense Associative Memories outperform classical networks in robustness and signal processing.

problem Improving neural network performance in adversarial attacks and weak signal processing.
method Relaxing replica symmetry in statistical mechanics of spin glasses to analyze unsupervised and supervised learning.
result Explicit analytical investigation of phase diagrams and storage capacities for Dense Associative Memories.

This is an introduction to some of the analytic (or integrable systems) aspects of quantum cohomology which have attracted much attention during the last few years. The small quantum cohomology algebra, regarded as an example of a Frobenius manifold, is described in the original naive manner, without going into the tec…

2001-04-28abs ↗pdf ↗

We provide two examples of spectral analysis techniques of Schroedinger operators applied to geometric Laplacians. In particular we show how to adapt the method of analytic dilation to Laplacians on complete manifolds with corners of codimension 2 finding the absence of singular continuous spectrum for these operators,…

2012-10-19abs ↗pdf ↗

Study on moduli spaces of branched projective structures on surfaces.

problem Characterizing and understanding moduli spaces of branched projective structures.
method Analytic and geometric methods to study the moduli spaces of branched projective structures.
result The moduli space of marked branched projective structures is a complex analytic space with specific dimensions and singular points.

Researchers describe isometric deformations of T-hedra and T-surfaces.

problem Understanding the isometric deformations of discrete and smooth T-surfaces.
method Synthetic and analytic descriptions of T-hedra and T-surfaces, providing parametrizations of isometric deformations.
result Explicit parametrization of isometric deformations of T-hedra and T-surfaces.

The Kähler-Ricci flow near conical singularities is described with a C/tC/t curvature bound.

problem Describing the Kähler-Ricci flow near conical singularities.
method Showed a C/tC/t curvature bound and used the unique Kähler-Ricci expander.
result The flow near each singular point is modelled on the unique Kähler-Ricci expander.

Gaussian Processes (GPs) provide a general and analytically tractable way of modeling complex time-varying, nonparametric functions. The Automatic Bayesian Covariance Discovery (ABCD) system constructs natural-language description of time-series data by treating unknown time-series data nonparametrically using GP with …

2015-11-26abs ↗pdf ↗

We analyse the dependence of stock return cross-correlations on the sampling frequency of the data known as the Epps effect: For high resolution data the cross-correlations are significantly smaller than their asymptotic value as observed on daily data. The former description implies that changing trading frequency sho…

2007-04-09abs ↗pdf ↗

It is shown that analytic conformal submersions of S3S^3 are given by intersections of (not necessary closed) complex surfaces with a quadratic real hyper-surface in CP3.\mathbb{C}P^3. A new description of the space of circles in the 3-sphere in terms of a natural bilinear form on the tangent sphere bundle of S3S^3 is gi…

2013-12-03abs ↗pdf ↗

Study classifies 3-manifolds with constant Ricci eigenvalues.

problem Classifying 3-manifolds with specific Ricci eigenvalues.
method Analyzes complete Riemannian 3-manifolds with constant eigenvalues (λ, λ, 0). Uses topological and geometric methods.
result Classifies the topology of these manifolds, showing they have a free fundamental group if non-trivial and every free group is obtained.

In this paper we consider a generalization of the Faddeev model for the maps from a closed three-manifold into the two-sphere. We give a novel representation of smooth S2 S^2-valued maps based on flat connections. This representation allows us to obtain an analytic description of the homotopy classes of S2 S^2-valued m…

2004-03-14abs ↗pdf ↗

Constructs correspondences on hyperelliptic surfaces combining orbifold groups and Blaschke products.

problem Combining geometric and dynamical properties on hyperelliptic surfaces.
method Analytic combinations on Riemann sphere, algebraic characterization, and Teichmüller spaces.
result Explicit description of correspondences and injection into Hurwitz spaces.

While many models are purposed for detecting the occurrence of significant events in financial systems, the task of providing qualitative detail on the developments is not usually as well automated. We present a deep learning approach for detecting relevant discussion in text and extracting natural language description…

2016-03-17abs ↗pdf ↗

We describe the closure of the strata of abelian differentials with prescribed type of zeros and poles, in the projectivized Hodge bundle over the Deligne-Mumford moduli space of stable curves with marked points. We provide an explicit characterization of pointed stable differentials in the boundary of the closure, bot…

2016-04-29abs ↗pdf ↗

Lagrangian submanifolds in strict nearly Kähler 6-manifolds are related to special Lagrangian submanifolds in Calabi-Yau 6-manifolds and coassociative cones in G2G_2-manifolds. We prove that the mean curvature of a Lagrangian submanifold LL in a nearly Kähler manifold (M2n,J,g)(M^{2n}, J, g) is symplectically dual to the Mas…

2014-08-27abs ↗pdf ↗

Unified analytic account of correlation emergence and Epps effect in coupled limit order books

problem Correlation emergence and Epps effect in coupled limit order books
method Discrete random-walk description of order flow with creation, cancellation, and diffusion, coupled reaction-diffusion equations with moving reaction boundary
result Realized correlations as a function of aggregation time

Meta-ensemble scheme allocates queries to EC nodes for reduced latency.

problem Efficiently allocating queries to EC nodes to minimize latency.
method Combining ensemble models to decide query allocation based on node and query characteristics.
result Meta-ensemble scheme outperforms traditional allocation methods in reducing query processing latency.

Manifolds with fibered cusps are a class of complete noncompact Riemannian manifolds including all locally symmetric spaces of rank one. We study the spectrum of the Hodge Laplacian with coefficients in a flat bundle on a closed manifold undergoing degeneration to a manifold with fibered cusps. We obtain precise asympt…

2014-10-30abs ↗pdf ↗

In this paper we aim at the description of foliations having tangent sheaf TFT\mathcal F with c1(TF)=c2(TF)=0c_1(T\mathcal F)=c_2(T\mathcal F)=0 on non-uniruled projective manifolds. We prove that the universal covering of the ambient manifold splits as a product, and that the Zariski closure of a general leaf of F\mathcal F is an…

2012-10-22abs ↗pdf ↗

A theory of double affine and special double affine bundles, i.e. differential manifolds with two compatible (special) affine bundle structures, is developed as an affine counterpart of the theory of double vector bundles. The motivation and basic examples come from Analytical Mechanics, where double affine bundles hav…

2009-04-14abs ↗pdf ↗