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Many supervised learning problems involve high-dimensional data such as images, text, or graphs. In order to make efficient use of data, it is often useful to leverage certain geometric priors in the problem at hand, such as invariance to…

机器学习 · 统计学 2021-11-08 Alberto Bietti , Luca Venturi , Joan Bruna

We consider several (related) notions of geometric regularity in the context of limit sets of geometrically finite Kleinian groups and associated Patterson-Sullivan measures. We begin by computing the upper and lower regularity dimensions…

动力系统 · 数学 2019-10-18 Jonathan M. Fraser

Given any smooth circle diffeomorphism with irrational rotation number, we show that its invariant probability measure is the only invariant distribution (up to multiplication by a real constant). As a consequence of this, we show that the…

动力系统 · 数学 2019-12-19 Artur Avila , Alejandro Kocsard

We study probabilistic iterated function systems (IFS), consisting of a finite or infinite number of average-contracting bi-Lipschitz maps on R^d. If our strong open set condition is also satisfied, we show that both upper and lower bounds…

动力系统 · 数学 2015-10-06 Andreas Anckar

General criteria to check the positivity of the distribution function (phase-space consistency) of stellar systems of assigned density and anisotropy profile are useful starting points in Jeans-based modeling. Here we substantially extend…

宇宙学与河外天体物理 · 物理学 2015-05-14 Luca Ciotti , Lucia Morganti

We lay down a geometric-analytic framework to capture properties of energy dissipation within weak solutions to the incompressible Euler equations. For solutions with spatial Besov regularity, it is proved that the Duchon-Robert…

偏微分方程分析 · 数学 2025-02-19 Luigi De Rosa , Theodore D. Drivas , Marco Inversi , Philip Isett

We study perturbations of random dynamical systems whose associated transfer operators admit a uniform spectral gap. We provide a $k^{\text{th}}$-order approximation for the invariant density of the associated random dynamical system. We…

动力系统 · 数学 2020-06-18 Toby Taylor-Crush

We study numerical computation of conformal invariants of domains in the complex plane. In particular, we provide an algorithm for computing the conformal capacity of a condenser. The algorithm applies for wide kind of geometries: domains…

复变函数 · 数学 2020-08-19 Mohamed M S Nasser , Matti Vuorinen

Let $\Gamma$ be the fundamental group of a finite connected graph $\mathcal G$. Let $\mathfrak M$ be an abelian group. A {\it distribution} on the boundary $\partial\Delta$ of the universal covering tree $\Delta$ is an $\mathfrak M$-valued…

群论 · 数学 2013-02-25 Guyan Robertson

The regular variation model for multivariate extremes decomposes the joint distribution of the extremes in polar coordinates in terms of the angles and the norm of the random vector as the product of two independent densities: the angular…

统计方法学 · 统计学 2025-08-08 Fernández-Durán , J. J. , Gregorio-Domínguez , M. M

We study invariant measures for random countable (finite or infinite) conformal iterated function systems (IFS) with arbitrary overlaps. We do not assume any type of separation condition. We prove, under a mild assumption of finite entropy,…

动力系统 · 数学 2015-03-24 Eugen Mihailescu , Mariusz Urbanski

The Sobolev regularity of invariant measures for diffusion processes is proved on non-smooth metric measure spaces with synthetic lower Ricci curvature bounds. As an application, the symmetrizability of semigroups is characterized, and the…

概率论 · 数学 2021-05-24 Kohei Suzuki

In this note we consider the Hausdorff dimension of self-affine sets with random perturbations. We extend previous work in this area by allowing the random perturbation to be distributed according to distributions with unbounded support as…

动力系统 · 数学 2014-05-09 Thomas Jordan , Natalia Jurga

This article is a continuation of work on construction and calculation various of modifications of invariant based on the use Euclidean metric values attributed to elements of manifold triangulation. We again address the well investigated…

代数拓扑 · 数学 2007-05-23 E. V. Martyushev

Obtaining general relations between macroscopic properties of random assemblies, such as density, and the microscopic properties of their constituent particles, such as shape, is a foundational challenge in the study of amorphous materials.…

软凝聚态物质 · 物理学 2016-05-05 Yoav Kallus

It is a classical result that Lebesgue measure on the unit circle is invariant under inner functions fixing the origin. In this setting, the distortion of Hausdorff contents has also been studied. We present here similar results focusing on…

复变函数 · 数学 2020-10-28 Matteo Levi , Artur Nicolau , Odí Soler i Gibert

We focus on some regularity properties of $\omega$-minima of variational integrals with $\varphi$-growth and we provide an upper bound on the Hausdorff dimension of their singular set.

偏微分方程分析 · 数学 2019-02-12 Cristiana De Filippis

We classify constant mean curvature surfaces invariant by a 1-parameter group of isometries in the Berger spheres and in the special linear group Sl(2, R). In particular, all constant mean curvature spheres in those spaces are described…

微分几何 · 数学 2009-11-30 Francisco Torralbo

We investigate the Castelnuovo-Mumford regularity and the multiplicity of the toric ring associated with a three-dimensional Ferrers diagram. In particular, in the rectangular case, we provide direct formulas for these two important…

交换代数 · 数学 2022-07-19 Kuei-Nuan Lin , Yi-Huang Shen

We interpret the Hilbert entropy of a convex projective structure on a closed higher-genus surface as the Hausdorff dimension of the non-differentiability points of the limit set in the full flag space $\mathcal F(\mathbb R^3)$.…

群论 · 数学 2023-10-12 Beatrice Pozzetti , Andrés Sambarino