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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.

168,657 papers · 148 categories

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106212317423 · May 202619922001200920172026
48 results for refined bounds

Quantifies scalar curvature under C0C^0 convergence, proving a refined version in all dimensions.

problem Proving a refined quantitative bound for scalar curvature under C0C^0 convergence.
method Established the refined quantitative bound in all dimensions using smoothing techniques.
result Established the refined quantitative bound for scalar curvature in all dimensions.

Let TT be a triangulation of a Riemann surface. We show that the 1-skeleton of TT may be oriented so that there is a global bound on the outdegree of the vertices. Our application is to construct extremal metrics on triangulations formed from TT by attaching new edges and vertices and subdividing its faces. Such ref…

2010-07-03abs ↗pdf ↗

In a previous paper we constructed a spectrum-level refinement of Khovanov homology. This refinement induces stable cohomology operations on Khovanov homology. In this paper we show that these cohomology operations commute with cobordism maps on Khovanov homology. As a consequence we obtain a refinement of Rasmussen's …

2012-06-15abs ↗pdf ↗

The paper refines and extends batched kernelized bandits, improving regret bounds and introducing a robust setting.

problem Optimizing black-box functions with noisy batches in Reproducing Kernel Hilbert Space.
method Refined and extended existing regret bounds, including adaptive batch sizes and robust optimization.
result Improved regret bounds for batched kernelized bandits, showing optimal number of batches and adaptive batch sizes.

Improved lower bound for first Dirichlet eigenvalue using variance refinement.

problem Finding a more precise lower bound for the first Dirichlet eigenvalue.
method Refined Jensen-Hölder averaging using variance term.
result Explicit closed-form in-diameter bound strictly stronger than previous estimates.

New IDS algorithm refines parameter norm bounds for better bandit performance.

problem Frequentist IDS requires tight norm bounds, which are often unavailable in practice.
method Iteratively refines a high-probability upper bound on true parameter norm using data.
result Regret bounds independent of assumed parameter norm, outperforming state-of-the-art algorithms.

We formulate large NN duality of U(N)\mathrm{U}(N) refined Chern-Simons theory with a torus knot/link in S3S^3. By studying refined BPS states in M-theory, we provide the explicit form of low-energy effective actions of Type IIA string theory with D4-branes on the ΩΩ-background. This form enables us to relate refined C…

2017-03-15abs ↗pdf ↗

This article studies the achievable guarantees on the error rates of certain learning algorithms, with particular focus on refining logarithmic factors. Many of the results are based on a general technique for obtaining bounds on the error rates of sample-consistent classifiers with monotonic error regions, in the real…

2015-12-22abs ↗pdf ↗

Let a AA be the 1-skeleton of a triangulated topological annulus. We establish bounds on the combinatorial modulus of a refinement AA', formed by attaching new vertices and edges to AA, that depend only on the refinement and not on the structure of AA itself. This immediately applies to showing that a disk triangul…

2006-08-25abs ↗pdf ↗

The paper refines the three-page index for links, proving a new bound and characterizing specific links.

problem Investigating the three-page index invariant for links and proving bounds.
method Constructing three-page presentations from reduced link diagrams via binding circles and contractible subcomplexes.
result Proves a new bound for the three-page index and characterizes links achieving equality.

Given a simplicial complex KK, we consider several notions of geometric complexity of embeddings of KK in a Euclidean space Rd{\mathbb R}^d: thickness, distortion, and refinement complexity (the minimal number of simplices needed for a PL embedding). We show that any nn-complex with NN simplices which topologically…

2013-11-12abs ↗pdf ↗

For certain classes of knots we define geometric invariants called higher-order genera. Each of these invariants is a refinement of the slice genus of a knot. We find lower bounds for the higher-order genera in terms of certain von Neumann ρρ-invariants, which we call higher-order signatures. The higher-order genera o…

2008-07-02abs ↗pdf ↗

Proposes a method to refine PDE-driven high-dimensional rare-event simulation.

problem Challenges in constructing accurate surrogates for rare-event simulation.
method Adaptive importance sampling framework that refines a locally constructed surrogate.
result Achieves accuracy comparable to true-model adaptive importance sampling with fewer high-fidelity evaluations.

The paper improves confidence regions for band-limited functions using tighter norm bounds and majority voting.

problem Constructing reliable confidence regions for band-limited functions from noisy data.
method Improved norm bounds using Hoeffding's inequality and empirical Bernstein bound, majority voting to aggregate intervals.
result Confidence intervals retain their simultaneous coverage guarantee even when aggregated from random subsamples.

Improved analysis for clipped gradient methods in nonsmooth convex optimization under heavy-tailed noise.

problem Optimization under heavy-tailed noise in nonsmooth convex problems.
method Refined analysis of Clipped Stochastic Gradient Descent (Clipped SGD) with new rates and improved utilization of Freedman's inequality.
result New rates O(σldmeff1/2pln11/p(1/δ)T1/p1){\cal O}(σ_{\frak l}d_{ m eff}^{-1/2{\frak p}}\ln^{1-1/{\frak p}}(1/δ)T^{1/{\frak p}-1}) and O(σl2dmeff1/pln22/p(1/δ)T2/p2){\cal O}(σ_{\frak l}^2d_{ m eff}^{-1/{\frak p}}\ln^{2-2/{\frak p}}(1/δ)T^{2/{\frak p}-2}) for nonsmooth convex and strongly convex problems, respectively.

New vanishing theorems for harmonic and pluriharmonic functions on Kähler and quaternionic Kähler manifolds.

problem Vanishing theorems for harmonic and pluriharmonic functions on Kähler and quaternionic Kähler manifolds.
method Utilized refined Kato type inequalities and Böchner technique to generalize results to LpL^p-integrable pluriharmonic functions and harmonic 1-forms.
result Proved vanishing property of pluriharmonic functions with finite LpL^p energy on complete Kähler manifolds.

Relying on the recent work of Liu-Székelyhidi we give a weak asymptotic estimate for the Bergman kernels of polarized Kähler manifolds with Ricci lower bound and Sobolev constant upper bound. We will also give a simple proof for the partial C0C^0 estimate along the (generalized) Kähler-Ricci flow on Fano manifolds.

2019-11-26abs ↗pdf ↗

Geometrically refines Cramér-Rao bound using extrinsic manifold curvature.

problem Improving estimator efficiency in non-asymptotic settings.
method Incorporates curvature-aware corrections based on extrinsic geometry of statistical model manifold.
result Meaningful tightening of estimator variance bounds.

This paper provides a general result on controlling local Rademacher complexities, which captures in an elegant form to relate the complexities with constraint on the expected norm to the corresponding ones with constraint on the empirical norm. This result is convenient to apply in real applications and could yield re…

2015-10-06abs ↗pdf ↗

We analyze an upper bound on the curvature of a Riemannian manifold, using "root-Ricci" curvature, which is in between a sectional curvature bound and a Ricci curvature bound. (A special case of root-Ricci curvature was previously discovered by Osserman and Sarnak for a different but related purpose.) We prove that our…

2012-04-17abs ↗pdf ↗

We prove an explicit and sharp upper bound for the Castelnuovo-Mumford regularity of an FI-module V in terms of the degrees of its generators and relations. We use this to refine a result of Putman on the stability of homology of congruence subgroups, extending his theorem to previously excluded small characteristics a…

2015-06-02abs ↗pdf ↗

New inequality for refined knot invariants in a specific space.

problem General adjunction inequality for refined ss-invariants does not hold.
method Introduced an adjunction inequality for a specific spatial refinement in kCP2k\overline{\mathbb{CP}^2}.
result An adjunction inequality holds for the ss-version of the Sq1Sq^1-refinement in kCP2k\overline{\mathbb{CP}^2}.

Proves convergence of gradient Ricci shrinkers with uniform bounds.

problem Compactness and energy concentration in gradient Ricci shrinkers.
method Bubble-tree convergence and local energy analysis.
result No energy concentrates in neck regions, leading to a local diffeomorphism finiteness theorem.

This paper refines bounds on random walk speed in Teichmüller space.

problem Understanding the speed of random walks on Teichmüller space.
method Analyzing Jenkins-Strebel directions and Lebesgue geodesics.
result The drift of random walks grows exponentially for typical geodesics and oscillates between linear and exponential for some geodesics.

Optimistic Hedge achieves optimal regret bounds in two-player zero-sum games.

problem Achieving optimal regret bounds for optimistic Hedge in two-player zero-sum games.
method Refined regret analysis and optimization problem formulation.
result Optimistic Hedge achieves O(logmlogn)O(\sqrt{\log m \log n}) regret bounds, matching upper and lower bounds.