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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.

168,742 papers · 148 categories

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48 results for best fit ellipse

The study finds the best elliptical trajectory for planets using a variation of the hodograph theorem.

problem Finding the best elliptical trajectory for planets.
method Using a variation of the circular hodograph theorem, the study finds the best fitting ellipse for planetary trajectories by minimizing the sum of square distances from the points to the plane.
result The study finds that the best fitting ellipse for planetary trajectories minimizes the sum of square distances from the points to the plane.

Study calculates Mather β-function for ellipses and applies it to rigidity problems.

problem Calculating Mather β-function for ellipses and its application to rigidity.
method Used non-standard generating function of billiard problem to derive Mather β-function for ellipses. Applied to rigidity problems.
result Explicit formula for Mather β-function for ellipses and its application to rigidity.

We estimate the linear isoperimetric constants of an n-dimensional ellipse. Using these estimates and a technique of Gromov, we estimate the Hopf and linking invariants of Lipschitz maps from ellipses to round spheres. Using these estimates, we give a lower bound for the k-dilation of degree non-zero maps between ellip…

2008-02-25abs ↗pdf ↗

Santaló calculated the measures for all positions of a moving line segment in which it lies inside a fixed circle and intersects this circle in one or two points. From these measures he concluded hitting probabilities for a line segment thrown randomly onto an unbounded lattice of circles. In the present paper these re…

2016-12-06abs ↗pdf ↗

We characterize subgroups of the mapping class group that stabilize a Teichmueller disk in terms of ellipses and strips that are immersed in the associated translation surface. In particular, we show that the space of immersed ellipses/strips that meet at least three cone points is naturally a (non-manifold) 2-dimensio…

2010-03-08abs ↗pdf ↗

The paper proves the conjecture about the number of cusps in a caustic formed by reflecting rays in a circle.

problem Proving the conjecture about the number of cusps in a caustic formed by reflecting rays in a circle.
method Analyzing the family of rays emanating from a non-focal point inside an elliptic billiard table, focusing on the caustic formed after multiple reflections.
result A proof of the conjecture that a caustic formed by reflecting rays in a circle has exactly four cusps.

Paper constructs multivalued harmonic functions on R^3 using twistor methods.

problem Constructing multivalued harmonic functions on R^3.
method Twistor methods to construct multivalued harmonic functions.
result Found a family of multivalued harmonic functions with branching sets as ellipses and quadratic growth at infinity.

The paper calculates critical configurations and Morse indices for polygons on circles or ellipses.

problem Finding critical configurations and their properties for polygons on circles or ellipses.
method Computing Morse indices and gradient vector fields for isolated critical points, relating to eigenvalue questions.
result Computed Morse indices and relationships to eigenvalue questions for polygons on circles or ellipses.

Employing the affine normal flow, we prove a stability version of the pp-affine isoperimetric inequality for p1p\geq1 in R2\mathbb{R}^2 in the class of origin-symmetric convex bodies. That is, if KK is an origin-symmetric convex body in R2\mathbb{R}^2 such that it has area ππ and its pp-affine perimeter is close en…

2012-09-30abs ↗pdf ↗

At each point in an immersed surface in R4\mathbb R^4 there is a curvature ellipse in the normal plane which codifies all the local second order geometry of the surface. More recently, at the singular point of a corank 1 singular surface in R3\mathbb R^3, a curvature parabola in the normal plane which codifies all the …

2017-08-15abs ↗pdf ↗

The paper studies the number of normals to ellipsoids and their intersections with caustics.

problem The number of normals to an ellipsoid passing through a given point.
method Intersection points of the ellipsoid and its caustics are used to study the problem in 3D space.
result The number of normals is dependent on the position of the given point with respect to the caustics of the ellipsoid.

To find efficient screening methods for high dimensional linear regression models, this paper studies the relationship between model fitting and screening performance. Under a sparsity assumption, we show that a subset that includes the true submodel always yields smaller residual sum of squares (i.e., has better model…

2012-12-04abs ↗pdf ↗

The aim of the present article is to treat the Greek public debt issue strictly as a curve fitting problem. Thus, based on Eurostat data and using the Mathematica technical computing software, an exponential function that best fits the data is determined modelling how the Greek public debt expands with time. Exploring …

2012-12-07abs ↗pdf ↗

Hard to learn ReLU with Gaussian data, but can approximate efficiently.

problem Learning a ReLU with Gaussian marginals under arbitrary labels.
method Proved hardness and developed an efficient approximation algorithm.
result Efficient approximation algorithm for best-fitting ReLU with error O(opt2/3)O(\mathsf{opt}^{2/3}).

A flexible machine learning model infers the morphology of the Galactic Center Excess.

problem Inferring the unknown morphology of the Galactic Center Excess using Fermi gamma-ray data.
method Used a Gaussian process (GP) to model the Galactic Center Excess (GCE) as a flexible, non-parametric machine learning model.
result The best-fit GP contains morphological features not typically associated with traditional GCE studies, such as a localized bright source and a diagonal arm.

Curvature flow and inverse curvature flow solutions on 2D light cone identified.

problem Identifying self-similar solutions to curvature flow and inverse curvature flow on 2D light cone.
method Proved correspondence between CF and ICF solutions, analyzed ellipses and hyperboles, and characterized self-similar solutions.
result Ellipses and hyperboles are the only curves evolving under homotheties on the 2D light cone.

This paper illustrates a procedure for fitting financial data with αα-stable distributions. After using all the available methods to evaluate the distribution parameters, one can qualitatively select the best estimate and run some goodness-of-fit tests on this estimate, in order to quantitatively assess its quality. I…

2006-08-23abs ↗pdf ↗

Optimistic estimate predicts best fitting performance of nonlinear models.

problem Evaluating the potential of nonlinear models in fitting.
method Proposes an optimistic estimate to quantify the smallest sample size for fitting nonlinear models.
result Predicts specific subsets of targets that can be fitted at overparameterization.

R. Schwartz's inequality provides an upper bound for the Schwarzian derivative of a parameterization of a circle in the complex plane and on the potential of Hill's equation with coexisting periodic solutions. We prove a discrete version of this inequality and obtain a version of the planar Blaschke-Santalo inequality …

2010-06-07abs ↗pdf ↗

The indicatrix or curvature ellipse and the characteristic curve of a surface in R4\mathbf R^4 are presented, as well as the projective duality connecting them. The characterisation of points in the surfaces as elliptic, parabolic and hyperbolic points, and the inflection points, are also discussed.

2013-04-08abs ↗pdf ↗

Unified view of surfaces in R^n using Gauss map, caustics, and quadratic forms.

problem Understanding smooth surfaces in R^n via various geometric perspectives.
method Combining evolute, curvature ellipse, Gauss map, and pseudo-Euclidean geometry of quadratic forms.
result Intersection of caustic with normal space of a surface yields polar dual of curvature ellipse.

A method to visualize multidimensional local subspaces using implicit differentiation.

problem Understanding the effect of multidimensional projection on local subspaces.
method Implicit function differentiation to analyze local subspaces shaped by multidimensional ellipses.
result Visualization of local subspaces provides insights into the global structure of data.

We use daily data on bilateral interbank exposures and monthly bank balance sheets to study network characteristics of the Russian interbank market over Aug 1998 - Oct 2004. Specifically, we examine the distributions of (un)directed (un)weighted degree, nodal attributes (bank assets, capital and capital-to-assets ratio…

2014-09-12abs ↗pdf ↗