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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.

169,051 papers · 148 categories

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48 results for two-point function

Proves convexity of minimizers in energy functions with convex potentials.

problem Connectedness and convexity of minimizers in energy functions involving surface tensions and convex potentials.
method Introduces a 'two-point function' to measure lack of convexity and prove negative second variation of the energy.
result Positively answers an old question of Almgren about connectedness and convexity of minimizers.

A new one-point feedback scheme improves ZO algorithms for black-box optimization.

problem Optimizing black-box functions without gradient information.
method Proposes a one-point feedback scheme to estimate gradients using residuals.
result Matches query complexity of two-point schemes for deterministic Lipschitz functions.

Quandles can be regarded as generalizations of symmetric spaces. Among symmetric spaces, two-point homogeneous Riemannian manifolds would be the most fundamental ones. In this paper, we define two-point homogeneous quandles analogously, and classify those with prime cardinality.

2013-12-25abs ↗pdf ↗

Based on properties of n-subharmonic functions we show that a complete, noncompact, properly embedded hypersurface with nonnegative Ricci curvature in hyperbolic space has an asymptotic boundary at infinity of at most two points. Moreover, the presence of two points in the asymptotic boundary is a rigidity condition th…

2017-08-31abs ↗pdf ↗

Unified derivation of high-dimensional linear models using stochastic gradient descent.

problem Performance analysis of high-dimensional linear models trained with stochastic gradient descent.
method Derivation of a deterministic equivalence for the two-point function of a random matrix resolvent.
result Unified understanding of model performance including previously known and novel results.

The maximum principle is one of the most important tools in the analysis of geometric partial differential equations. Traditionally, the maximum principle is applied to a scalar function defined on a manifold, but in recent years more sophisticated versions have emerged. One particularly interesting direction involves …

2014-02-07abs ↗pdf ↗

The study examines conditions for achieving a simple lower bound in estimating mean from samples.

problem Achieving a simple lower bound for estimating the mean of a distribution.
method Analyzes conditions for nearly attaining Le Cam's two-point testing lower bound for mean estimation.
result An algorithm nearly attains the two-point testing rate for mixtures of symmetric, log-concave distributions with a common mean.

We prove that for any open Riemann surface MM and any non constant harmonic function h:MR,h:M \to \mathbb{R}, there exists a complete conformal minimal immersion X:MR3X:M \to \mathbb{R}^3 whose third coordinate function coincides with h.h. As a consequence, complete minimal surfaces with arbitrary conformal structure and wh…

2009-10-22abs ↗pdf ↗

The consequences for Berezin's quantization on symmetric spaces of the identity of the set of coherent vectors orthogonal to a fixed one with the cut locus are stated precisely. It is shown that functions expressing the coherent states, the covariant symbols of operators, the diastasis function, the characteristic and …

1997-07-31abs ↗pdf ↗

Estimates for solutions on manifolds link values at points to distance.

problem Gradient estimates for solutions on manifolds.
method Derives estimates relating solution values at any two points to the distance between them, depending on dimension and Ricci curvature.
result Sharp gradient bounds relating the gradient of an arbitrary solution at given height to that of a symmetric solution on a warped product model space.

The first part of the paper is to improve the fundamental theory of isoparametric functions on general Riemannian manifolds. Next we focus our attention on exotic spheres, especially on "exotic" 4-spheres (if exist) and the Gromoll-Meyer sphere. In particular, as one of main results we prove: there exists no properly t…

2010-03-01abs ↗pdf ↗

For arbitrary quantizable compact Kaehler manifolds, relations between the geometry given by the coherent states based on the manifold and the algebraic (projective) geometry realised via the coherent state mapping into projective space, are studied. Polar divisors, formulas relating the scalar products of coherent vec…

1999-03-17abs ↗pdf ↗

Defines a new distance for integral current spaces and proves convergence criteria.

problem Defining a new distance metric for integral current spaces.
method Defines a new distance function and proves convergence criteria.
result Establishes the compactness theorem for integral current spaces using a new distance function.

We consider the signed density of the extremal points of (two-dimensional) scalar fields with a Gaussian distribution. We assign a positive unit charge to the maxima and minima of the function and a negative one to its saddles. At first, we compute the average density for a field in half-space with Dirichlet boundary c…

2003-01-29abs ↗pdf ↗

Study the landscape of Lipschitz functions between manifolds using persistent homology.

problem Understanding the structure of homotopy paths between maps with high Lipschitz constants.
method Using persistent homology to analyze the landscape of Lipschitz functions between manifolds.
result First results on the persistence of higher-dimensional cycles in function spaces.

A geodesic gg is Morse, for every L1,A0L \geq 1, A \geq 0 there exists a C=Cg(L,A)C=C_g(L,A) such that any (L,A)(L,A)-quasi-geodesic connecting two points on gg stays CC-close to gg. The Morse lemma implies that in a hyperbolic space every geodesic is Morse. Here we prove the converse: If a homogeneous proper geodesic space is …

2015-04-26abs ↗pdf ↗

Researchers analyze geodesic complexity in robot paths on tree graphs.

problem Understanding optimal paths for robots on tree graphs.
method Examined geodesic complexity in ordered and unordered configuration spaces of graphs in 1\ell_1 and 2\ell_2 metrics, finding explicit geodesics and families.
result Geodesic complexity matches topological complexity in all cases studied.

Our study shows that many firms would accumulate at zero output level (namely, Bankruptcy status) if a perfectly competitive market reaches full employment (namely, those people who should obtain employment have obtained employment). As a result, appearance of economic crisis is determined by two points; that is, (a). …

2010-10-22abs ↗pdf ↗

We demonstrate the homogeneity of the Hilbert Cube. In particular, we construct explicit self-homeomorphisms of the Hilbert cube so that given any two points, a homeomorphism moving one to the other may be realized.

2012-11-06abs ↗pdf ↗

The prospects of Kahneman and Tversky, Mega Million and Powerball lotteries, St. Petersburg paradox, premature profits and growing losses criticized by Livermore are reviewed under an angle of view comparing mathematical expectations with awards received. Original prospects have been formulated as a one time opportunit…

2015-12-27abs ↗pdf ↗

Topological surgery occurs in natural phenomena where two points are selected and attracting or repelling forces are applied. The two points are connected via an invisible `thread'. In order to model topologically such phenomena we introduce dynamics in 1-, 2- and 3-dimensional topological surgery, by means of attracti…

2014-06-04abs ↗pdf ↗