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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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96192287383 · May 202619922001200920172026
48 results for global asymptotic stability

The paper guarantees global stability for stochastic subgradient methods in nonsmooth nonconvex optimization.

problem Minimizing nonsmooth nonconvex functions with convergence guarantees.
method Developed a framework for stochastic subgradient methods with global stability guarantees.
result Iterates are uniformly bounded and asymptotically stabilize around the stable set of the differential inclusion.

Stability of singularity formation in Yang-Mills fields in higher dimensions.

problem Stability of self-similar blowup profiles for Yang-Mills equations in (1+d)(1+d)-dimensions.
method Analysis of explicitly known equivariant self-similar blowup solution and small equivariant perturbations.
result Global-in-space asymptotic stability of the self-similar blowup solution for Yang-Mills equations in (1+d)(1+d)-dimensions for d5d \geq 5.

The paper studies the stability of volume and area preserving mean curvature flows in Schwarzschild and asymptotic Schwarzschild spaces.

problem Investigating the stability of mean curvature flows in specific spacetime geometries.
method Combining center manifold analysis with global existence results for flows near isoperimetric hypersurfaces.
result Global existence and convergence to constant mean curvature (CMC) hypersurfaces for flows in asymptotic Schwarzschild space.

We discuss several aspects of the relation between asymptotically AdS and asymptotically dS spacetimes including: the continuation between these types of spaces, the global stability of asymptotically dS spaces and the structure of limits within this class, holographic renormalization, and the maximal mass conjecture o…

2004-07-12abs ↗pdf ↗

Paper proves convergence of SA algorithm via martingale and converse Lyapunov methods.

problem Proves convergence of stochastic approximation algorithm.
method Uses martingale and converse Lyapunov methods to prove convergence.
result Provides alternate proof of convergence for SA algorithm.

Continuous-time distributed mirror descent with integral feedback converges to global optimum.

problem Distributed optimization of a global strongly convex function with local convex components.
method Continuous-time distributed mirror descent with integral feedback.
result Asymptotic convergence to global optimum with constant step-size.

For a polarized algebraic manifold (X,L)(X,L), let TT be an algebraic torus in the group of all holomorphic automorphisms of XX. Then strong relative K-stability will be shown to imply asymptotic relative Chow-stability. In particular, by taking TT to be trivial, we see that asymptotic Chow-stability follows from stron…

2013-07-08abs ↗pdf ↗

The paper develops a new algorithm for RBMs using dynamical mean-field theory.

problem Learning in Restricted Boltzmann Machines (RBMs) with complex dependencies.
method Dynamical mean-field theory applied to RBMs with rectangular coupling matrices drawn from a bi-rotation invariant ensemble.
result The algorithm converges globally under a stability criterion, with rates matching numerical simulations.

This paper addresses pure gauge questions in the study of (asymptotically) de Sitter spacetimes. We construct global solutions to the eikonal equation on de Sitter, whose level sets give rise to double null foliations, and give detailed estimates for the structure coefficients in this gauge. We show two results which a…

2019-10-13abs ↗pdf ↗

The paper analyzes harmonic maps to flat model spaces to prove geometric stability of the positive mass theorem.

problem Geometric stability of the positive mass theorem and related conjectures.
method Analysis of harmonic maps to flat model spaces under integral curvature bounds.
result Upgrading harmonic maps to diffeomorphisms when conditions are met, proving quantitative closeness to model spaces.

Study of charged scalar fields on Reissner-Nordström spacetimes via energy estimates.

problem Understanding the behavior and stability of charged scalar fields on near-extremal Reissner-Nordström spacetimes.
method Global integrated energy decay and boundedness estimates for solutions to the charged scalar field equation.
result Established global, weighted integrated energy decay and boundedness estimates for solutions on (near-)extremal Reissner-Nordström(--de Sitter) spacetimes.

New proof of past stability for Kasner solutions in (3+1)(3+1)-dimensional Einstein vacuum spacetime.

problem Stability of Kasner singularities in (3+1)(3+1)-dimensional Einstein vacuum spacetime.
method Developed (2+1)(2+1) orthonormal-frame decomposition and symmetrization argument, applying Fuchsian techniques.
result Perturbed solutions are asymptotically pointwise Kasner, geodesically incomplete, and crushing at the Big Bang singularity.

Global stability bounds for matrix frames in phase retrieval problems.

problem Phase retrieval for matrix frames in various applications.
method Computable global stability bounds for the quasi-linear analysis map β, using Whitney stratification of positive semidefinite matrices of low rank.
result Novel conditions for a frame to be generalized phase retrievable.

Stability of positive mass theorem for hyperbolic manifolds studied.

problem Stability of the positive mass theorem for asymptotically hyperbolic manifolds.
method Adapted intrinsic flat distance approach to show stability for a class of manifolds.
result Stability of the positive mass theorem for a class of asymptotically hyperbolic graphical manifolds.

Self-similar solutions to geometric flows are stable under small perturbations.

problem Stability of self-similar solutions in geometric flows.
method Global analytic solutions, compactness arguments, spatial equi-decay properties, and estimates of linearized operator.
result Perturbed solutions are asymptotically self-similar as time tends to infinity.

Proves stability of Minkowski space for specific initial data.

problem Stability of Minkowski space under spacelike-characteristic initial data.
method Vectorfield method and bootstrapping argument, with new geometric constructions.
result Global nonlinear stability of Minkowski space proved for the spacelike-characteristic Cauchy problem.

In [7] Klainerman introduced the hyperboloidal method to prove the global existence results for nonlinear Klein-Gordon equations by using commuting vector fields. In this paper, we extend the hyperboloidal method from Minkowski space to Lorentzian spacetimes. This approach is developed in [14] for proving, under the ma…

2016-07-06abs ↗pdf ↗

Globally hyperbolic spacetimes with timelike boundary (M=MM,g)(\overline{M} = M \cup \partial M, g) are the natural class of spacetimes where regular boundary conditions (eventually asymptotic, if M\overline{M} is obtained by means of a conformal embedding) can be posed. M\partial M represents the naked singularities and c…

2018-08-13abs ↗pdf ↗

Large learning rates lead to various implicit biases in nonconvex optimization.

problem Understanding the conditions under which large learning rates yield edge of stability, balancing, and catapult phenomena.
method Developed a global convergence theory for nonconvex functions without globally Lipschitz continuous gradient, focusing on functions with good regularity.
result These implicit biases are more likely to occur in functions with good regularity, and large learning rates favor flatter regions.

The paper analyzes stability and asymptotic behavior of hedging strategies in binomial and trinomial models.

problem Stability and asymptotic analysis of hedging strategies in incomplete financial models.
method Discrete-time Föllmer-Schweizer decomposition, perturbation analysis, and asymptotic approximation.
result Explicit formulas for leading order correction terms in asymptotic analysis.

Efficient inference for adaptive data with directional stability condition.

problem Efficient inference on scalar targets after adaptive data collection.
method Introduces directional stability, a weaker condition than i.i.d. data, and shows asymptotic normality and efficiency of estimators.
result Estimators remain asymptotically normal and semiparametrically efficient under directional stability.

Uniformly K-stable toric varieties are asymptotically Chow stable if their Futaki-Ono invariant vanishes.

problem Determining asymptotic Chow stability of uniformly K-stable toric varieties.
method Detailed study of triangulations of moment polytope neighborhoods and analysis of Futaki-Ono invariant.
result Every uniformly K-stable polarized smooth toric variety with vanishing Futaki-Ono invariant is asymptotically Chow polystable.

The paper calculates asymptotic Betti numbers and homology multiplicities for graph configuration spaces.

problem Understanding the homology of ordered configuration spaces of graphs.
method Explicit formulas for asymptotic Betti numbers and homology multiplicities in characteristic zero.
result Explicit formulas for asymptotic multiplicities in homology of irreducible representations of the symmetric group.

Under the assumption of asymptotic relative Chow-stability for polarized algebraic manifolds (M,L)(M, L), a series of weighted balanced metrics ωmω_m, m1m \gg 1, called polybalanced metrics, are obtained from complete linear systems Lm|L^m| on MM. Then the asymptotic behavior of the weights as mm \to \infty will be stud…

2011-03-30abs ↗pdf ↗