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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.

169,341 papers · 148 categories

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48 results for angle statistics

Estimates intrinsic dimension of data manifolds using local angle statistics.

problem Estimating intrinsic dimension of data on manifolds.
method Local angle statistics to estimate variance of angles between vectors near a point on the manifold.
result Consistency and asymptotic distribution of the local dimension estimator established.

Proposes LARS and LASSO methods for generalized linear models.

problem Sparse estimation for generalized linear models.
method Transforms statistical model manifold into tangent space, applies LARS and LASSO algorithms.
result Efficient and performs well, similar to l1l_1-regularized maximum likelihood estimation.

GANs with NCE improve dihedral angle prediction accuracy.

problem Inaccurate distribution of predicted dihedral angles.
method Introduced NCE-GAN to estimate density of GAN models and proposed residue-wise variants of AC-GAN and Semi-supervised GAN.
result Improved distribution of predicted angles, most similar to real angles with Semi-supervised GAN.

Develops a new tensor model for clustering with degree correction.

problem Clustering with unknown degree heterogeneity in multiway data.
method Degree-corrected tensor block model with estimation guarantees.
result Demonstrates an intrinsic statistical-to-computational gap for tensors of order three or greater.

New method identifies latent relationships in deep models without additional constraints.

problem Latent representations in deep latent variable models are not statistically identifiable.
method Identifies relationships between latent variables (distances, angles, volumes) under mild model conditions.
result Empirically demonstrates more reliable latent distances without additional labeled data.

Study constant angle surfaces in 4D Minkowski space, proving their properties.

problem Characterize surfaces in 4D Minkowski space with constant angle between tangent planes.
method Define complex angle, prove curvature properties, use PDE methods, analyze special cases.
result Constant angle surfaces have vanishing Gauss and normal curvatures; not complete for ψeq0 [π/2]ψ eq 0\ [π/2].

Sequential regression procedures can include spurious variables early, even in sparse settings.

problem Sequential regression procedures can select spurious variables early in rankings.
method Analysis of three sequential procedures: forward stepwise, lasso, and least angle regression.
result The first spurious variable is selected earlier as coefficients become denser.

The paper extends Lagrangian and Kähler angles to immersed surfaces in complex plane and proves pinching results.

problem Extending Lagrangian and Kähler angles to immersed surfaces in complex plane.
method Extending Lagrangian angle, Maslov form, and Maslov class to immersed surfaces in C2\mathbb C^2; proving pinching results for Kähler angle.
result Two pinching results for the Kähler angle imply rigidity theorems of self-shrinkers with Kähler angle.

Study angle structures on pseudo 3-manifolds, proving existence for some cases.

problem Determining if hyperbolic 3-manifolds can have angle structures.
method Examined triangulated pseudo 3-manifolds with area-curvature angle structures, establishing sufficient and necessary conditions.
result Compact hyperbolic 3-manifolds with totally geodesic boundary can have angle structures.

New refit strategy improves probability estimation for multicategory angle-based classifiers.

problem Improving probability estimation for multicategory angle-based classifiers in high dimensional applications.
method Proposes a new refit strategy for multicategory angle-based classifiers, adding small computation cost.
result Significant improvement in probability estimation with minimal additional computation.

Introduces a new geometry based on difference angles, showing unique properties.

problem Defining angles independently of circles or rotations.
method Axiomatic system for difference angles, defining new geometric constructs.
result Explicit confirmation of the concurrency of the parabolic Miquel configuration.

The paper examines rigidity in geometric actions of Coxeter groups on Croke-Kleiner spaces.

problem The rigidity of geometric actions of Coxeter groups compared to their quasi-isometric counterparts.
method Study of right-angled Coxeter groups acting geometrically on Croke-Kleiner spaces.
result Right-angled Coxeter groups have more rigid geometric actions than their quasi-isometric counterparts.

New method certifies images against transformations like rotations and translations.

problem Certifying robustness of images against transformations like rotations and translations.
method Randomized smoothing with three different kinds of defenses.
result Individual certificates can be obtained via statistical error bounds or efficient online inverse computation.

This note generalizes the visual angle to convex sets in 3D space.

problem Analyzing geometric properties of convex sets in 3D space.
method Generalizing the visual angle to convex sets in Euclidean space and expressing geometric quantities in terms of integrals of functions related to the solid angle.
result Invariant quantities of the original convex set can be expressed by integrals of functions related to the solid angle.

Study proves existence of weak mean curvature flow with contact angle.

problem Existence of weak mean curvature flow with prescribed contact angle.
method Compactness theorem for varifolds and Ilmanen's regularization extended to capillarity.
result Existence of weak mean curvature flow with contact angle for general θθ.

This paper explores historical and philosophical aspects of angles and solid angles, inspired by Euler's work.

problem Understanding the historical context and philosophical implications of angles and solid angles.
method Historical review and analysis of mathematical and philosophical works.
result Questions raised by Euler about angles and solid angles are timeless and relevant to modern mathematics.

Real moment-angle manifolds of combinatorially equivalent simple polytopes are equivariantly diffeomorphic.

problem Uniqueness of smooth structures on real moment-angle manifolds.
method Arguments from calculus applied to results from complex moment-angle manifolds.
result Real moment-angle manifolds of combinatorially equivalent simple polytopes are equivariantly diffeomorphic.

Agol recently introduced the notion of a veering triangulation, and showed that such triangulations naturally arise as layered triangulations of fibered hyperbolic 3-manifolds. We prove, by a constructive argument, that every veering triangulation admits positive angle structures, recovering a result of Hodgson, Rubins…

2010-12-23abs ↗pdf ↗

Moment-angle manifolds provide a wide class of examples of non-Kaehler compact complex manifolds. A complex moment-angle manifold Z is constructed via certain combinatorial data, called a complete simplicial fan. In the case of rational fans, the manifold Z is the total space of a holomorphic bundle over a toric variet…

2013-08-13abs ↗pdf ↗

Surveying connections between graph combinatorics and algebraic right-angled Artin groups.

problem Understanding the relationship between graph structures and algebraic properties of right-angled Artin groups.
method Analyzing the defining and extension graphs of right-angled Artin groups.
result Discovers connections to geometric group theory and complexity theory.

We give a new notion of angle in general metric spaces; more precisely, given a triple a points p,x,qp,x,q in a metric space (X,d)(X,d), we introduce the notion of angle cone pxq{\angle_{pxq}} as being an interval pxq:=[pxq,pxq+]{\angle_{pxq}}:=[\angle^-_{pxq},\angle^+_{pxq}], where the quantities pxq±\angle^\pm_{pxq} are defined in terms o…

2013-02-03abs ↗pdf ↗

The study explores statistical methods to interpret radiological models and identify key features.

problem Interpreting complex radiological models for clinical use.
method Exploration of statistical techniques to assess relationships between radiomic features.
result Identification of key relationships and features for improved interpretability.

The paper studies prescribed angle surfaces in Riemannian manifolds with torse-forming vector fields.

problem Characterizing surfaces with prescribed angles in Riemannian geometry.
method Introducing and analyzing prescribed angle hypersurfaces associated with torse-forming vector fields.
result Classification of prescribed angle surfaces in 3D Riemannian manifolds.

In this paper we classify certain special ruled surfaces in R3\R^3 under the general theorem of characterization of constant angle surfaces. We study the tangent developable and conical surfaces from the point of view the constant angle property. Moreover, the natural extension to normal and binormal constant angle sur…

2009-04-09abs ↗pdf ↗

Study on null hypersurfaces with constant angle in Lorentzian manifolds.

problem Understanding constant angle null hypersurfaces in Lorentzian manifolds.
method Introduced constant angle null hypersurfaces, analyzed with respect to a given ambient vector field, and provided classification results.
result Null hypersurfaces have a canonical principal direction when the vector field is closed and conformal.

Study subgroup growth in RAAGs and RAAGs with Coxeter relations.

problem Understanding subgroup growth in RAAGs and RAAGs with Coxeter relations.
method Analyzing the independence number of defining graphs for RAAGs and conjecturing for RAAGs with Coxeter relations.
result Subgroup growth rate depends on the independence number of the defining graph for RAAGs and a conjecture for RAAGs with Coxeter relations.

We consider the question of determining whether a given group (especially one generated by involutions) is a right-angled Coxeter group. We describe a group invariant, the involution graph, and we characterize the involution graphs of right-angled Coxeter groups. We use this characterization to describe a process for c…

2014-10-16abs ↗pdf ↗

This paper characterizes a specific type of twisted Artin groups embedded in knot groups.

problem Embedding twisted right-angled Artin groups in knot groups.
method Defined and characterized twisted right-angled Artin groups through mixed graphs and Klein bottle relations.
result Completely determined which twisted right-angled Artin groups can be embedded in knot groups.

Fixed angles of convex polygons lead to combinatorially rich polytopes.

problem Understanding the structure of convex polygons with fixed vertex angles.
method Combining combinatorial and geometric approaches, including dual polytopes and Schwarz-Christoffel maps.
result Fixed-angles polytopes are dual to cyclic polytopes under certain conditions.