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Affinity graphs are widely used in deep architectures, including graph convolutional neural networks and attention networks. Thus far, the literature has focused on abstracting features from such graphs, while the learning of the affinities…

计算机视觉与模式识别 · 计算机科学 2020-03-23 Chu Wang , Babak Samari , Vladimir G. Kim , Siddhartha Chaudhuri , Kaleem Siddiqi

We consider the statistical inference problem of recovering an unknown perfect matching, hidden in a weighted random graph, by exploiting the information arising from the use of two different distributions for the weights on the edges…

无序系统与神经网络 · 物理学 2020-08-10 Guilhem Semerjian , Gabriele Sicuro , Lenka Zdeborová

We study the distribution of normalized spacings between the fractional parts of an^2, n=1,2,.... We conjecture that if a is "badly approximable" by rationals, then the sequence of fractional parts has Poisson spacings, and give a number of…

数论 · 数学 2009-10-31 Zeev Rudnick , Peter Sarnak , Alexandru Zaharescu

We construct weight-preserving bijections between column strict shifted plane partitions with one row and alternating sign trapezoids with exactly one column in the left half that sums to $1$. Amongst other things, they relate the number of…

组合数学 · 数学 2022-09-12 Hans Höngesberg

This paper studies the problem of recovering the hidden vertex correspondence between two edge-correlated random graphs. We focus on the Gaussian model where the two graphs are complete graphs with correlated Gaussian weights and the…

统计理论 · 数学 2022-02-17 Yihong Wu , Jiaming Xu , Sophie H. Yu

Let $H$ be a connected bipartite graph, whose signless Laplacian matrix is $Q(H)$. Suppose that the bipartition of $H$ is $(S,T)$ and that $x$ is the eigenvector of the smallest eigenvalue of $Q(H)$. It is well-known that $x$ is positive…

组合数学 · 数学 2013-07-31 Felix Goldberg , Steve Kirkland

In this paper we determine the graph whose least eigenvalue of signless Laplacian attains the minimum or maximum among all connected non-bipartite graphs of fixed order and given number of pendant vertices. Thus we obtain a lower bound and…

组合数学 · 数学 2014-09-19 Yi-Zheng Fan , Yi Wang , Huan Guo

For a given graph $G$, we aim to determine the possible realizable spectra for a generalized (or sometimes referred to as a weighted) Laplacian matrix associated with $G$. This new specialized inverse eigenvalue problem is considered for…

组合数学 · 数学 2024-12-03 Shaun Fallat , Himanshu Gupta , Jephian C. -H. Lin

We study the algebraic connectivity (or second Laplacian eigenvalue) of token graphs, also called symmetric powers of graphs. The $k$-token graph $F_k(G)$ of a graph $G$ is the graph whose vertices are the $k$-subsets of vertices from $G$,…

组合数学 · 数学 2022-09-05 C. Dalfó , M. A. Fiol

Fractional graph isomorphism is the linear relaxation of an integer programming formulation of graph isomorphism. It preserves some invariants of graphs, like degree sequences and equitable partitions, but it does not preserve others like…

组合数学 · 数学 2020-08-20 Flavia Bonomo-Braberman , Dora Tilli

A complex unit gain graph is a graph where each orientation of an edge is given a complex unit, which is the inverse of the complex unit assigned to the opposite orientation. We extend some fundamental concepts from spectral graph theory to…

组合数学 · 数学 2014-08-26 Nathan Reff

Eigenvalue interlacing is a versatile technique for deriving results in algebraic combinatorics. In particular, it has been successfully used for proving a number of results about the relation between the (adjacency matrix or Laplacian)…

组合数学 · 数学 2012-06-05 M. A. Fiol

Tetravalent graphs admitting a half-arc-transitive subgroup of automorphisms, that is a subgroup acting transitively on its vertices and its edges but not on its arcs, are investigated. One of the most fruitful approaches for the study of…

组合数学 · 数学 2018-01-29 Alejandra Ramos Rivera , Primož Šparl

Hypergraphs are a generalization of graphs in which edges can connect any number of vertices. They allow the modeling of complex networks with higher-order interactions, and their spectral theory studies the qualitative properties that can…

组合数学 · 数学 2021-12-01 Raffaella Mulas

We are studying fractional linear recursions of second and third orders and finding periodic recursions with periods of eight and twelve, which, apparently, were not known before.

综合数学 · 数学 2023-10-23 Evgeni Lozitsky

Feature learning in the presence of a mixed type of variables, numerical and categorical types, is an important issue for related modeling problems. For simple neighborhood queries under mixed data space, standard practice is to consider…

机器学习 · 统计学 2020-05-07 Saswata Sahoo , Souradip Chakraborty

Graph-based representations play a key role in machine learning. The fundamental step in these representations is the association of a graph structure to a dataset. In this paper, we propose a method that aims at finding a block sparse…

信号处理 · 电气工程与系统科学 2019-03-27 Stefania Sardellitti , Sergio Barbarossa , Paolo Di Lorenzo

Mappings between models may be obtained by unitary transformations with preservation of the spectra but in general a change in the states. Non- canonical transformations in general also change the statistics of the operators involved. In…

强关联电子 · 物理学 2018-03-28 P. D. Sacramento , V. R. Vieira

In this paper we completely characterize the graphs which have an edge weighted adjacency matrix belonging to the class of $n \times n$ involutions with spectrum equal to $\{ \lambda_1^{n-2}, \lambda_2^{2} \}$ for some $\lambda_1$ and some…

组合数学 · 数学 2015-04-17 Karen Meagher , Irene Sciriha

In an attempt to characterize the structure of eigenvectors of random regular graphs, we investigate the correlations between the components of the eigenvectors associated to different vertices. In addition, we provide numerical…

数学物理 · 物理学 2009-11-13 Yehonatan Elon