arXiv research

Solves clustering contradictions by high-dimensional embedding with wide gaps.

Proves gap rigidity theorem for Hermitian symmetric spaces.

The paper proves gap theorems for Yang-Mills on manifolds with positive Yamabe.

In this paper we prove $L^{\infty}$ type gap theorems in Yang-Mills theory for complete four-dimensional manifolds with a weighted Poincaré inequality. We apply the theorems to a broad class of complete manifolds satisfying weighted Poincaré inequalities. In particular, we obtain a gap theorem on the Euclidean space wi…

We describe two-dimensional potential Schrodinger and Dirac operators which are finite-gap at one energy level and have singular spectral curves. It appears that the singularities can be rather complicated. Such Dirac operators appear as the spectral curves of tori immersed into the three-space.

Proves convexity of certain hypersurfaces with negative λ.

Noise Sensitivity Exponent controls statistical-computational gaps in learning.

The paper characterizes gaps in minimal foliations on tori using energy criteria.

Improved spectral gap for MwG with adaptive RWM proposals.

The paper studies 4D Ricci flow manifolds with curvature constraints.

We consider a rigidity problem for the spectral gap of the Laplacian on an $RCD(K,\infty)$-space (a metric measure space satisfying the Riemannian curvature-dimension condition) for positive $K$. For a weighted Riemannian manifold, Cheng--Zhou showed that the sharp spectral gap is achieved only when a $1$-dimensional G…

The paper connects Schrödinger equations to geodesics on a 2-surface.

Proves a fundamental gap lower bound for horoconvex domains in hyperbolic space.

We prove that the set of closed finite gap curves in hyperbolic 3-space $\mathbb{H}^3$ is $W^{2,2}$-dense in the Sobolev space of all closed $W^{2,2}$-curves in $\mathbb{H}^3$. We also show that the set of closed finite gap curves in any 2-dimensional space form $\mathbb{E}^2$ is $W^{2,2}$-dense in the Sobolev space of…

New method explains computational barriers in high-dimensional statistical models.

We survey the use of dynamics of $SL(2, \R)$-actions to understand gap distributions for various sequences of subsets of $[0, 1)$, particularly those arising from special trajectories of various two-dimensional dynamical systems. We state and prove an abstract theorem that gives a unified explanation for some of the ex…

In this paper, we will prove a gap theorem for four-dimensional gradient shrinking soliton. More precisely, we will show that any complete four-dimensional gradient shrinking soliton with nonnegative and bounded Ricci curvature, satisfying a pinched Weyl curvature, either is flat, or $λ_1 + λ_2\ge c_0 R>0$ everywhere f…

We extend an $L^2$ energy gap result due independently to Min-Oo and Parker (1982) for Yang-Mills connections on principal $G$-bundles, $P$, over closed, connected, four-dimensional, oriented, smooth manifolds, $X$, from the case of positive Riemannian metrics to the more general case of good Riemannian metrics, includ…

Method constrains spectral gaps of hyperbolic spin surfaces using identities and semidefinite programming.

Study proves rigidity and gap theorems for specific metrics.

Estimates scalar curvature without nonnegativity, showing gap phenomenon on manifolds.

Improves time series classification with forest proximities.

A modern aircraft may require on the order of thousands of custom shims to fill gaps between structural components in the airframe that arise due to manufacturing tolerances adding up across large structures. These shims are necessary to eliminate gaps, maintain structural performance, and minimize pull-down forces req…

Formula derived for FUP exponent in quasi-Fuchsian groups.

Sharp spectral gap estimates for higher-order operators on hyperbolic spaces.

We study the spectrum of the Finsler--Laplace operator for regular Hilbert geometries, defined by convex sets with $C^2$ boundaries. We show that for an $n$-dimensional geometry, the spectral gap is bounded above by $(n-1)^2/4$, which we prove to be the infimum of the essential spectrum. We also construct examples of c…

The paper connects higher-dimensional mechanics to Lie n-algebroids.

We show that the set of k-dimensional isoperimetric exponents of finitely presented groups is dense in the interval [1, \infty) for k > 1. Hence there is no higher-dimensional analogue of Gromov's gap (1,2) in the isoperimetric spectrum.

As indicated by the third author in [19], there is a gap in the previous version of this paper by the first two authors [5]. We provide in this version an argument to fix the aforementioned gap. The main proposition, whose proof uses Perelman's techniques, is implied by Ding [9] and is covered by [19]. Our approach, ho…

A new neural network model predicts inflation and output gap more accurately.

Volume gaps for minimal submanifolds in spheres are proven.

Estimates gaps between eigenvalues for elliptic operators on manifolds.

This paper studies eigenvalues of the clamped plate problem on a bounded domain in an $n$-dimensional Euclidean space. We give an estimate for the gap between $\sqrt {Γ_{k+1}-Γ_{1}}$ and $\sqrt {Γ_{k}-Γ_{1}}$, for any positive integer $k$. According to the asymptotic formula of Agmon and Pleijel, we know, the gap betwe…

Flat minimal tori counterexamples refute Lu's second-gap conjecture.

This paper tackles constrained statistical learning problems by proposing a new approach.

Global stability proved for Navier-Stokes equations on hyperbolic space.

Study shows computational and statistical gaps in Gaussian Single-Index Models.

Characterizes optimal reconstruction error in high-dimensional Gaussian mixtures.

Sharp curvature estimates for expanding Ricci solitons in various dimensions.

In 2016, the majority of full-time employed women in the U.S. earned significantly less than comparable men. The extent to which women were affected by gender inequality in earnings, however, depended greatly on socio-economic characteristics, such as marital status or educational attainment. In this paper, we analyzed…

Special class of surfaces in five-dimensional sphere in $C^3$ is considered. Immersion equations for minimal tori of that class are shown to be reducible to the equation $u_{z\bar z}=e^u-e^{-2u}$ which is integrable by means of inverse scattering method. Finite-gap minimal tori are constructed.

Paper solves globally optimal k-means for low dimensional data.

We study the spectral gap of the Erdős--Rényi random graph through the connectivity threshold. In particular, we show that for any fixed $δ> 0$ if $p \ge \frac{(1/2 + δ) \log n}{n},$ then the normalized graph Laplacian of an Erdős--Rényi graph has all of its nonzero eigenvalues tightly concentrated around $1$. We est…

This paper develops several average-case reduction techniques to show new hardness results for three central high-dimensional statistics problems, implying a statistical-computational gap induced by robustness, a detection-recovery gap and a universality principle for these gaps. A main feature of our approach is to ma…

Our main result is that if a generic convex domain in $\R^n$ collapses to a domain in $\R^{n-1}$, then the difference between the first two Dirichlet eigenvalues of the Euclidean Laplacian, known as the fundamental gap, diverges. The boundary of the domain need not be smooth, merely Lipschitz continuous. To motivate th…

GAP learns node representations by attending to different parts of its neighborhood.

The study proves unique and isolated properties of Einstein 5-manifolds via gap theorems in 4 dimensions.

New rigidity theorem for sharp spectral gap in nonnegatively curved spaces.