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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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336598130 · May 202619922001200920172026
48 results for rounded zeros

Gradient descent stagnates in low-precision, but unbiased rounding schemes improve convergence.

problem Stagnation of gradient descent in low-precision computation.
method Proposed unbiased stochastic rounding schemes that trade zero bias for larger probability of preserving small gradients.
result Unbiased rounding methods typically improve convergence rate of gradient descent for convex problems.

No regular algebraic hypersurfaces with non-zero constant mean curvature in Euclidean spaces are found.

problem Existence of regular algebraic hypersurfaces with non-zero constant mean curvature in Euclidean spaces.
method Analyzing polynomials defining hypersurfaces of various degrees and shapes.
result Hyperspheres and round cylinders are the only such hypersurfaces defined by polynomials of degree ≤3.

Solves an old problem by showing round spheres are the only compact surfaces with specific curvature properties.

problem Finding compact surfaces in Euclidean 3-space with specific curvature properties.
method Representation of solutions to linear elliptic equations with discontinuous coefficients.
result Compact surfaces of genus zero with specific curvature properties are round spheres.

CyBeR-0 optimizes federated learning with Byzantine resilience and reduced communication costs.

problem Byzantine attacks and communication inefficiency in federated learning.
method Transformed robust aggregation for zero-order optimization under client heterogeneity.
result CyBeR-0 achieves stable performance with minimal communication costs and reduced memory usage.

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 ↗

We study the problem of repeated play in a zero-sum game in which the payoff matrix may change, in a possibly adversarial fashion, on each round; we call these Online Matrix Games. Finding the Nash Equilibrium (NE) of a two player zero-sum game is core to many problems in statistics, optimization, and economics, and fo…

2019-07-17abs ↗pdf ↗

Researchers create metrics for Laplacian eigenfunctions with specific zero sets.

problem Creating Riemannian metrics with prescribed zero sets for Laplacian eigenfunctions.
method Constructing metrics with specific zero sets for Laplacian eigenfunctions.
result Existence of metrics with prescribed zero sets for Laplacian eigenfunctions.

The paper examines how isoparametric foliations affect the Pompeiu property in compact Riemannian manifolds.

problem The Pompeiu property in compact Riemannian manifolds with isoparametric foliations.
method Analysis of the spectrum of the Laplacian and specific calculations for the round sphere.
result Conditions on the spectrum of the Laplacian under which level domains of isoparametric functions fail the Pompeiu property.

Paper proves a spinor inequality for magnetic fields on spin manifolds.

problem Proving a spinor inequality for magnetic fields on spin manifolds.
method Analyzing the zero mode equation and using the Yamabe constant.
result The inequality dAn/2>Y(Mn,[g])/(4vn1/2)\parallel dA\parallel_{n/2}>Y(M^n,[g])/(4v_n^{1/2}) holds for non-trivial solutions.

We study spin structures on orbifolds. In particular, we show that if the singular set has codimension greater than 2, an orbifold is spin if and only if its smooth part is. On compact orbifolds, we show that any non-trivial twistor spinor admits at most one zero which is singular unless the orbifold is conformally equ…

2004-09-08abs ↗pdf ↗

To every real analytic Riemannian manifold M there is associated a complex structure on a neighborhood of the zero section in the real tangent bundle of M. This structure can be uniquely specified in several ways, and is referred to as a Grauert tube. We say that a Grauert tube is entire if the complex structure can be…

2000-10-30abs ↗pdf ↗

Semiparametric STAR model improves mental health data analysis.

problem Overdispersed, zero-inflated, bounded count data in self-reported mental health surveys.
method STAR transformation and rounding of latent Gaussian model, nonparametric transformation estimation, EM algorithm for maximum likelihood.
result Substantial improvements in goodness-of-fit compared to existing models.

We consider a complete, totally umbilical hypersurface MM of Riemannian space (R^n,g^)(\hat{R}^n, \hat{g}) induced by a Minkowski space (Rn,F)(R^n, F). Under certain conditions we prove that MM is isometric to a "round" hypersphere of the (n+1)(n + 1)-dimensional Euclidean space. We also prove that the Minkowski norm FF must be …

2014-06-02abs ↗pdf ↗

Given an isoparametric function ff on the nn-dimensional sphere, we consider the space of functions wfw\circ f to reduce the Yamabe equation on the round sphere into a singular ODE on ww in the interval [0,π][0,π], of the form w"+(h(r)/sinr)w+λ(w4/n2ww)=0w" + (h(r)/\sin r)w'+λ(\vert w\vert^{4/n-2}w - w)=0, where hh is a monotone function with …

2018-07-16abs ↗pdf ↗

The paper mainly concerns the structure at infinity for complete gradient shrinking Ricci solitons. It is shown that for such a soliton with bounded curvature, if the round cylinder R×Sn1/Γ\mathbb{R}\times \mathbb{S}^{n-1}/Γ occurs as a limit for a sequence of points going to infinity along an end, then the end is asymptoti…

2016-06-06abs ↗pdf ↗

The paper proves rigidity results for self-shrinkers and surfaces with parallel weighted mean curvature.

problem Proving rigidity for self-shrinkers and surfaces with parallel weighted mean curvature.
method Using a new generalization of Cauchy's Theorem in complex analysis.
result Rigidity results for self-shrinkers and surfaces with parallel weighted mean curvature.

In the present paper we use twistor theory in order to solve two problems related to harmonic maps from surfaces to Euclidean spheres Sn\mathbb{S}^n. First, we propose a new approach to isoperimetric inequalities based on energy index. Using this approach we show that for any positive kk, the kk-th non-zero eigenvalu…

2019-05-08abs ↗pdf ↗

We establish an explicit expression for the smallest non-zero eigenvalue of the Laplace--Beltrami operator on every homogeneous metric on the 3-sphere, or equivalently, on SU(2) endowed with left-invariant metric. For the subfamily of 3-dimensional Berger spheres, we obtain a full description of their spectra. We also …

2018-01-12abs ↗pdf ↗

Gradient descent with biased rounding errors converges faster under certain conditions.

problem Stagnation or negative impact of rounding errors in neural network training with low precision.
method Analysis of gradient descent with stochastic fixed-point rounding errors under the Polyak-Lojasiewicz inequality.
result Biased rounding errors can improve convergence rates, especially when the Polyak-Lojasiewicz inequality holds.

We investigate the Cartan and Finsler geometry of the rotating Kepler problem, a limit case of the restricted three body problem that arises if the mass of the one of the primaries goes to zero. We show that the Hamiltonian for the rotating Kepler problem can be regarded as the Legendre transform of a certain family of…

2011-10-05abs ↗pdf ↗

The paper studies static manifolds with boundary and their properties.

problem Properties of static manifolds with boundary.
method Theorems relating topology and geometry, isoperimetric inequality, uniqueness theorems.
result Characterization of the round ball in Euclidean 3-space as the only scalar-flat static manifold with mean-convex boundary.

Contact round surgeries on (S3,ξst)(\mathbb{S}^3,ξ_{st}) help in constructing and understanding contact 3-manifolds.

problem Constructing contact 3-manifolds using Legendrian surgeries.
method Introducing contact round surgeries of indices 1 and 2, and associating them with surgery diagrams.
result Every closed connected contact 3-manifold can be obtained by a sequence of contact round surgeries on Legendrian knots in (S3,ξst)(\mathbb{S}^3,ξ_{st}).

In this article, we extend Huisken's theorem that convex surfaces flow to round points by mean curvature flow. We construct certain classes of mean convex and non-mean convex hypersurfaces that shrink to round points and use these constructions to create pathological examples of flows. We find a sequence of flows that …

2019-01-09abs ↗pdf ↗

Optimizes sample and round complexity in adaptive sampling from multiple distributions.

problem Adaptive sampling from multiple distributions with limited rounds and samples.
method Introduces OODS framework and analyzes tradeoffs between sample and round complexity.
result Achieves near-optimal sample complexity and sub-polynomial round complexity.

Consider an analytic map of a neighborhood of 0 in a vector space to a Euclidean space. Suppose that this map takes all germs of lines passing through 0 to germs of circles. Such a map is called rounding. We introduce a natural equivalence relation on roundings and prove that any rounding, whose differential at 0 has r…

2002-12-06abs ↗pdf ↗

We extend our previous analysis of Riemannian four-manifolds M admitting rigid supersymmetry to N=1 theories that do not possess a U(1)_R symmetry. With one exception, we find that M must be a Hermitian manifold. However, the presence of supersymmetry imposes additional restrictions. For instance, a supercharge that sq…

2012-09-24abs ↗pdf ↗

This work investigates how multi-round reasoning improves LLM performance.

problem Improving problem-solving abilities in complex tasks with LLMs.
method Investigates approximation, learnability, and generalization properties of multi-round auto-regressive models.
result Transformers with finite context windows are universal approximators for Turing-computable functions and can approximate any Turing-computable sequence-to-sequence function through multi-round reasoning.

Let M be a real analytic Riemannian manifold. An adapted complex structure on TMTM is a complex structure on a neighborhood of the zero section such that the leaves of the Riemann foliation are complex submanifolds. This structure is called entire if it may be extended to the whole of TMTM. We prove here that the only …

2015-10-12abs ↗pdf ↗