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This paper is devoted to dualization of dimension-theoretical results from the small scale to the large scale. So far there are two approaches for such dualization: one consisting of creating analogs of small scale concepts and the other…

度量几何 · 数学 2016-01-19 Jerzy Dydak , Atish Mitra

We introduce a general framework for analyzing data modeled as parameterized families of networks. Building on a Gromov-Wasserstein variant of optimal transport, we define a family of parameterized Gromov-Wasserstein distances for comparing…

机器学习 · 统计学 2025-09-29 Mario Gómez , Guanqun Ma , Tom Needham , Bei Wang

The threshold-$k$ metric dimension ($\mathrm{Tmd}_k$) of a graph is the minimum number of sensors -- a subset of the vertex set -- needed to uniquely identify any vertex in the graph, solely based on its distances from the sensors, when the…

组合数学 · 数学 2021-11-18 Zsolt Bartha , Júlia Komjáthy , Järvi Raes

We prove several analogs of Gromov's macroscopic dimension conjecture with extra curvature assumptions. More explicitly, we show that for an open Riemannian $n$-manifold $(M,g)$ of nonnegative Ricci (resp. sectional) curvature, if it has…

微分几何 · 数学 2024-11-12 Xingyu Zhu

In this paper, we study Gromov hyperbolicity and related parameters, that represent how close (locally) a metric space is to a tree from a metric point of view. The study of Gromov hyperbolicity for geodesic metric spaces can be reduced to…

数据结构与算法 · 计算机科学 2019-06-07 Jérémie Chalopin , Victor Chepoi , Feodor F. Dragan , Guillaume Ducoffe , Abdulhakeem Mohammed , Yann Vaxès

For various purposes and, in particular, in the context of data compression, a graph can be examined at three levels. Its structure can be described as the unlabeled version of the graph; then the labeling of its structure can be added; and…

信息论 · 计算机科学 2021-11-24 Ioannis Kontoyiannis , Yi Heng Lim , Katia Papakonstantinopoulou , Wojtek Szpankowski

We show that the fundamental groups of any two closed irreducible non-geometric graph-manifolds are quasi-isometric. This answers a question of Kapovich and Leeb. We also classify the quasi-isometry types of fundamental groups of…

几何拓扑 · 数学 2010-04-13 Jason A. Behrstock , Walter D. Neumann

In this paper we extend the theory of bidimensionality to two families of graphs that do not exclude fixed minors: map graphs and power graphs. In both cases we prove a polynomial relation between the treewidth of a graph in the family and…

离散数学 · 计算机科学 2007-05-23 Erik D. Demaine , MohammadTaghi Hajiaghayi

We study a large family of graph covering problems, whose definitions rely on distances, for graphs of bounded cyclomatic number (that is, the minimum number of edges that need to be removed from the graph to destroy all cycles). These…

离散数学 · 计算机科学 2025-09-03 Dibyayan Chakraborty , Florent Foucaud , Anni Hakanen

In this paper, we establish the asymptotic expansion at infinity of gradient graph in dimension 2 with vanishing mean curvature at infinity. This corresponds to our previous results in higher dimensions and generalizes the results for…

偏微分方程分析 · 数学 2022-02-14 Zixiao Liu , Jiguang Bao

We introduce the tree distance, a new distance measure on graphs. The tree distance can be computed in polynomial time with standard methods from convex optimization. It is based on the notion of fractional isomorphism, a characterization…

离散数学 · 计算机科学 2021-04-30 Jan Böker

Consider a family $\mathcal F$ of $C_{2r+1}$-free graphs, where $r\geq 2$. Suppose that each graph in $\mathcal F$ has minimum degree linear in its number of vertices. Thomassen showed that such a family has bounded chromatic number, or,…

组合数学 · 数学 2022-06-16 Maya Sankar

The notion of asymptotic space for an unbounded metric space has been introduced by Micha Gromov in 1980s. It is intended to capture the structure of a metric space at infinity. The most comprehensive definition of asymptotic space is given…

综合数学 · 数学 2026-04-16 Alexander Shnirelman

A recent work of Abbasi et al. [FOCS 2023] introduced the notion of $\varepsilon$-scatter dimension of a metric space and showed a general framework for efficient parameterized approximation schemes (so-called EPASes) for a wide range of…

离散数学 · 计算机科学 2024-10-15 Romain Bourneuf , Marcin Pilipczuk

We prove that a distance-regular graph with a dominant distance is a spectral expander. The key ingredient of the proof is a new inequality on the intersection numbers. We use the spectral gap bound to study the structure of the…

组合数学 · 数学 2021-07-28 Bohdan Kivva

We introduce the extension graph of graph product of groups and study its geometry. This enables us to study properties of graph product by exploiting large scale geometry of its defining graph. In particular, we show that the extension…

群论 · 数学 2026-03-17 Koichi Oyakawa

We prove a version of the countable union theorem for asymptotic dimension and we apply it to groups acting on asymptotically finite dimensional metric spaces. As a consequence we obtain the following finite dimensionality theorems. A) An…

群论 · 数学 2014-10-01 G. Bell , A. Dranishnikov

The metric dimension of a graph is the minimum size of a set of vertices such that each vertex is uniquely determined by the distances to the vertices of that set. Our aim is to upper-bound the order $n$ of a graph in terms of its diameter…

Determining the Shannon capacity of graphs is a long-standing open problem in information theory, graph theory and combinatorial optimization. Over decades, a wide range of upper and lower bound methods have been developed to analyze this…

组合数学 · 数学 2024-04-26 David de Boer , Pjotr Buys , Jeroen Zuiddam

In this paper, we generalize Dranishnikov's asymptotic inductive dimension to the setting of coarse proximity spaces. We show that in this more general context, the asymptotic inductive dimension of a coarse proximity space is bigger or…

一般拓扑 · 数学 2026-01-26 Pawel Grzegrzolka , Jeremy Siegert