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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.

168,695 papers · 148 categories

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306090120 · May 202619922001200920172026
48 results for quadratic decay

We give conditions which imply that a complete noncompact manifold with quadratic curvature decay has finite topological type. In particular, we find links between the topology of a manifold with quadractic curvature decay and some properties of the asymptotic cones of such a manifold.

2005-10-27abs ↗pdf ↗

We investigate the LpL^p-boundness of the Riesz transform on Riemannian manifolds whose Ricci curvature has quadratic decay. Two criteria for the LpL^p-unboundness of the Riesz transform are given. We recover known results about manifolds that are Euclidean or conical at infinity.

2014-03-25abs ↗pdf ↗

Study on Kähler manifolds with nonnegative Ricci curvature, focusing on rigidity.

problem Rigidity of Kähler manifolds with nonnegative Ricci curvature.
method Analysis of Kähler manifolds with specific properties.
result Complete noncompact Kähler surface with nonnegative Ricci curvature, Euclidean volume growth, and quadratic curvature decay is biholomorphic to the resolution of an affine algebraic variety.

The study proves manifolds with positive scalar curvature can be decomposed into spherical and toroidal pieces.

problem Proving manifolds with positive scalar curvature can be decomposed into simpler pieces.
method Using a topological approach, the researchers prove a decomposition theorem for manifolds with positive scalar curvature and subquadratic decay.
result The manifold MM carries a complete Riemannian metric of uniformly positive scalar curvature, answering a conjecture of Gromov.

Study shows uniqueness of solutions on complex manifolds without requiring solution decay.

problem Uniqueness of solutions to Monge-Ampere equation on complex manifolds.
method Caccioppoli inequality techniques applied to Kähler manifolds with sub-quadratic volume growth.
result Uniqueness of bounded C1,1C^{1,1} solutions to Monge-Ampere equation without decay requirement.

This paper concerns integral varifolds of arbitrary dimension in an open subset of Euclidean space with its first variation given by either a Radon measure or a function in some Lebesgue space. Pointwise decay results for the quadratic tilt-excess are established for those varifolds. The results are optimal in terms of…

2009-09-17abs ↗pdf ↗

In this paper, we study gravitational instantons (i.e., complete hyperkäler 4-manifolds with faster than quadratic curvature decay). We prove three main theorems: 1.Any gravitational instanton must have known end----ALE, ALF, ALG or ALH. 2.In ALG and ALH-non-splitting cases, it must be biholomorphic to a compact comple…

2015-05-07abs ↗pdf ↗

Motivated by the study of billiards in polygons, we prove fine results for the distribution of gaps of directions of saddle connections on translation surfaces. As an application we prove that for almost every holomorphic differential ωω on a Riemann surface of genus g2g \geq 2 the smallest gap between saddle connecti…

2010-12-20abs ↗pdf ↗

New findings on gradient expanding Ricci solitons with finite scalar curvature ratio.

problem Understanding the behavior of gradient expanding Ricci solitons with finite scalar curvature ratio.
method Analyzing complete gradient expanding Ricci solitons with nonnegative Ricci curvature.
result Riemann curvature tensor must have at least sub-quadratic decay for finite asymptotic scalar curvature ratio.

Study on scalar curvature decay on non-compact manifolds linked at infinity.

problem Understanding scalar curvature decay on non-compact manifolds with topological linking at infinity.
method Analyzing polynomial decay, developing obstruction theory, using μμ--bubble exhaustions, and index theory.
result Topological linking at infinity forces polynomial decay of scalar curvature on manifolds of weakly bounded geometry.

We analyze the slope gap distribution of Veech surfaces, finding finite non-analytic points and quadratic tail decay.

problem Understanding the slope gap distribution of Veech surfaces.
method Explicit parameterization of a Poincaré section to the horocycle flow, finiteness result for the first return map.
result The limiting gap distribution of slopes of saddle connections on Veech surfaces is piecewise real-analytic with finitely many points of non-analyticity and has quadratic tail decay.

This paper sets lower bounds for scalar curvatures in Ricci flow singularity models.

problem Understanding scalar curvatures in Ricci flow singularity models.
method Developed high-dimensional theory of Hamilton's Ricci flow, including new monotonicity formulas, compactness theorem, and partial regularity theory.
result Obtained a quadratic decay lower bound for the scalar curvature in 4-dimensional non-Ricci-flat steady soliton singularity models.

Study on finite energy SU(2) monopoles on AC 3-manifolds, proving integrality of charge and curvature decay.

problem Understanding the asymptotic behavior of finite energy SU(2) monopoles on AC 3-manifolds.
method Analysis of critical points of the SU(2) Yang--Mills--Higgs energy on asymptotically conical 3-manifolds.
result Proves integrality of the monopole number and quadratic decay of curvature, among other findings.

Study shows neural networks trained with GD converge to Gaussian processes with polynomial decay.

problem Understanding convergence of neural networks to Gaussian processes during training.
method Explicit upper bounds on quadratic Wasserstein distance between trained networks and Gaussian approximations.
result Polynomial decay of approximation error with network width and training time.

In this short note, we find a new gap phenomena on Riemannian manifolds, which says that for any complete noncompact Riemannian manifold with nonnegative Ricci curvature, if the scalar curvature decays faster than quadratically, then it is Ricci flat.

2006-05-14abs ↗pdf ↗

We study minimal graphic functions on complete Riemannian manifolds $\Si$ with non-negative Ricci curvature, Euclidean volume growth and quadratic curvature decay. We derive global bounds for the gradients for minimal graphic functions of linear growth only on one side. Then we can obtain a Liouville type theorem with …

2013-10-08abs ↗pdf ↗

Weight decay stabilizes training dynamics by slowing progressive sharpening.

problem Understanding how weight decay affects training stability in deep learning models.
method Analyzing weight decay effects at the Edge of Stability, developing a mathematical framework.
result Weight decay dampens oscillations and stabilizes sharpness in CNNs, causing a phase transition in MLPs.

The paper proves scalar curvature decay for uniformly contractible manifolds with finite asymptotic dimension.

problem Proving decay of scalar curvature for uniformly contractible manifolds with finite asymptotic dimension.
method Using index pairing between Dirac operators and compactly supported vector bundles with Lipschitz control, and Lipschitz control for topological K-theory of finite dimensional simplicial complexes.
result The scalar curvature decays to zero at a rate depending only on the contractibility radius and the diameter control of the asymptotic dimension.

The study uses Ricci flow to prove flatness of certain Riemannian manifolds.

problem Proving the flatness of Riemannian manifolds with specific curvature properties.
method Ricci flow approach, quantitative existence theory, curvature estimates, and regularization.
result Manifolds with non-negative curvature and specific decay rates are necessarily flat.

The authors prove that the logarithmic Monge-Ampère flow with uniformly bound and convex initial data satisfies uniform decay estimates away from time t=0t=0. Then applying the decay estimates, we conclude that every entire classical strictly convex solution of the equation {equation*} \det D^{2}u=\exp\{n(-u+1/2\sum_{i=…

2009-11-15abs ↗pdf ↗

Novel Adam-family method with decoupled weight decay for training neural networks.

problem Training nonsmooth neural networks with weight decay.
method Proposes a novel Adam-family method with decoupled weight decay, establishing convergence properties and demonstrating superior performance.
result Asymptotically approximates SGD and enhances generalization performance.

Let (Mn,g)(M^n, g) be a complete non-compact Kähler manifold with non-negative and bounded holomorphic bisectional curvature. We prove that MM is holomorphically covered by a pseudoconvex domain in $\C^n$ which is homeomorphic to R2n\R^{2n}, provided (Mn,g)(M^n, g) has uniform linear average quadratic curvature decay.

2006-10-18abs ↗pdf ↗

In this paper we prove a local removable singularity theorem for certain minimal laminations with isolated singularities in a Riemannian three-manifold. This removable singularity theorem is the key result used in our proof that a complete, embedded minimal surface in R3\mathbb{R}^3 with quadratic decay of curvature ha…

2013-08-29abs ↗pdf ↗

The study proves uniqueness of large isoperimetric sets in specific noncompact manifolds.

problem Proving uniqueness of large isoperimetric sets in noncompact manifolds with nonnegative Ricci curvature.
method Analyzing properties of complete Riemannian manifolds with specific curvature conditions.
result There exists a set of volumes with density 1 at infinity where isoperimetric sets are unique and strictly volume preserving stable.