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We give a generating function for the number of graphs with given numerical properties and prescribed weighted number of connected components. As an application, we give a generating function for the number of bipartite graphs of given…

组合数学 · 数学 2016-06-28 Joungmin Song

We present an efficient algorithm to compute permanents, mixed discriminants and hyperdeterminants of structured matrices and multidimensional arrays (tensors). We describe the sparsity structure of an array in terms of a graph, and we…

离散数学 · 计算机科学 2016-04-05 Diego Cifuentes , Pablo A. Parrilo

Let $D$ be a connected weighted digraph. The relation between the vertex weighted complexity (with a fixed root) of the line digraph of $D$ and the edge weighted complexity (with a fixed root) of $D$ has been given in (L. Levine, Sandpile…

组合数学 · 数学 2021-06-24 Xuemei Chen , Xian'an Jin , Weigen Yan

We describe recent achievements in the theory of weight systems, which are functions on chord diagrams satisfying so-called $4$-term relations. Our main attention is devoted to constructions of weight systems. The two main sources of these…

组合数学 · 数学 2023-02-24 Maxim Kazaryan , Sergei Lando

Matrix factorization is an important mathematical problem encountered in the context of dictionary learning, recommendation systems and machine learning. We introduce a new `decimation' scheme that maps it to neural network models of…

无序系统与神经网络 · 物理学 2023-07-12 Francesco Camilli , Marc Mézard

We give combinatorial proofs of some enumeration formulas involving labelled threshold, quasi-threshold, loop-threshold and quasi-loop-threshold graphs. In each case we count by number of vertices and number of components. For threshold…

组合数学 · 数学 2022-03-03 David Galvin , Greyson Wesley , Bailee Zacovic

Using a generating function approach, the correlation coefficients of four different graph-theoretical indices, namely the number of independent vertex subsets, the number of matchings, the number of subtrees and the Wiener index, are…

组合数学 · 数学 2007-05-23 Stephan Wagner

Data summarization that presents a small subset of a dataset to users has been widely applied in numerous applications and systems. Many datasets are coded with hierarchical terminologies, e.g., the international classification of…

数据库 · 计算机科学 2021-10-15 Xuliang Zhu , Xin Huang , Byron Choi , Jianliang Xu , William K. Cheung , Yanchun Zhang , Jiming Liu

We study isomorphism invariant point processes of $\mathbb{R}^d$ whose groups of symmetries are almost surely trivial. We define a 1-ended, locally finite tree factor on the points of the process, that is, a mapping of the point…

概率论 · 数学 2020-05-11 Adam Timar

Homogeneous matroids are characterized by the property that strength equals fractional arboricity, and arise in the study of base modulus [22]. For graphic matroids, Cunningham [9] provided efficient algorithms for calculating graph…

组合数学 · 数学 2024-08-02 Huy Truong , Pietro Poggi-Corradini

It has become routine to collect data that are structured as multiway arrays (tensors). There is an enormous literature on low rank and sparse matrix factorizations, but limited consideration of extensions to the tensor case in statistics.…

统计方法学 · 统计学 2013-06-10 Jing Zhou , Anirban Bhattacharya , Amy Herring , David Dunson

Taking a Feynman categorical perspective, several key aspects of the geometry of surfaces are deduced from combinatorial constructions with graphs. This provides a direct route from combinatorics of graphs to string topology operations via…

代数拓扑 · 数学 2022-01-26 Clemens Berger , Ralph M. Kaufmann

Generating graphs from a target distribution is a significant challenge across many domains, including drug discovery and social network analysis. In this work, we introduce a novel graph generation method leveraging $K^2$-tree…

机器学习 · 计算机科学 2024-03-27 Yunhui Jang , Dongwoo Kim , Sungsoo Ahn

We prove a Matrix-Tree Theorem enumerating the spanning trees of a cell complex in terms of the eigenvalues of its cellular Laplacian operators, generalizing a previous result for simplicial complexes. As an application, we obtain explicit…

组合数学 · 数学 2011-10-05 Art M. Duval , Caroline J. Klivans , Jeremy L. Martin

A treedepth decomposition of an undirected graph $G$ is a rooted forest $F$ on the vertex set of $G$ such that every edge $uv\in E(G)$ is in ancestor-descendant relationship in $F$. Given a weight function $w\colon V(G)\rightarrow…

离散数学 · 计算机科学 2026-02-05 Jona Dirks , Nicole Schirrmacher , Sebastian Siebertz , Alexandre Vigny

We extend the notion of nonbacktracking walks from unweighted graphs to graphs whose edges have a nonnegative weight. Here the weight associated with a walk is taken to be the product over the weights along the individual edges. We give two…

组合数学 · 数学 2024-01-22 Francesca Arrigo , Desmond J. Higham , Vanni Noferini , Ryan Wood

Let G=(V,E) be a graph with f:V\to Z_+ a function assigning degree bounds to vertices. We present the first efficient algebraic algorithm to find an f-factor. The time is \tilde{O}(f(V)^{\omega}). More generally for graphs with integral…

数据结构与算法 · 计算机科学 2013-04-26 Harold N. Gabow , Piotr Sankowski

The classical Matrix-Tree Theorem allows one to list the spanning trees of a graph by monomials in the expansion of the determinant of a certain matrix. We prove that in the case of three-graphs (that is, hypergraphs whose edges have…

组合数学 · 数学 2007-05-23 Gregor Masbaum , Arkady Vaintrob

Employing a recent technology of tree surgery we prove a ``deletion-constriction'' formula for products of rooted spanning trees on weighted directed graphs that generalizes deletion-contraction on undirected graphs. The formula implies…

组合数学 · 数学 2024-07-24 Matteo Polettini , Pedro E. Harunari , Sara Dal Cengio , Vivien Lecomte

We study random typical minimal factorizations of the $n$-cycle, which are factorizations of $(1, \ldots,n)$ as a product of $n-1$ transpositions, chosen uniformly at random. Our main result is, roughly speaking, a local convergence theorem…

概率论 · 数学 2019-05-06 Valentin Féray , Igor Kortchemski