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Given a dataset consisting of a single realization of a network, we consider conducting inference on a parameter selected from the data. In particular, we focus on the setting where the parameter of interest is a linear combination of the…

统计方法学 · 统计学 2026-02-02 Ethan Ancell , Daniela Witten , Daniel Kessler

We consider 15 properties of labeled random graphs that are of interest in the graph-theoretical and the graph mining literature, such as clustering coefficients, centrality measures, spectral radius, degree assortativity, treedepth,…

社会与信息网络 · 计算机科学 2022-06-24 Hang Chen , Vahan Huroyan , Stephen Kobourov , Myroslav Kryven

The structure of transformation semigroups on a finite set is analyzed by introducing a hierarchy of functions mapping subsets to subsets. The resulting hierarchy of semigroups has a corresponding hierarchy of minimal ideals, or kernels.…

概率论 · 数学 2016-12-02 G. Budzban , Ph. Feinsilver

Szemer\'edi's regularity lemma is a powerful tool in graph theory. It states that for every large enough graph, there exists a partition of the edge set with bounded size such that most induced subgraphs are quasirandom. When the graph is a…

组合数学 · 数学 2022-09-20 Alexis Chevalier , Elad Levi

We propose a statistical model for graphs with a core-periphery structure. To do this we define a precise notion of what it means for a graph to have this structure, based on the sparsity properties of the subgraphs of core and periphery…

统计方法学 · 统计学 2019-10-23 Cian Naik , François Caron , Judith Rousseau

Basic principles of set theory have been applied in the context of probability and binary computation. Applying the same principles on inequalities is less common but can be extremely beneficial in a variety of fields. This paper formulates…

符号计算 · 计算机科学 2019-12-30 Jasdeep Singh Grover

Parity binomial edge ideals of simple undirected graphs are introduced. Unlike binomial edge ideals, they do not have square-free Gr\"obner bases and are radical if only if the graph is bipartite or the characteristic of the ground field is…

交换代数 · 数学 2017-02-15 Thomas Kahle , Camilo Sarmiento , Tobias Windisch

In this paper we devise a generative random network model with core-periphery properties whose core nodes act as sublinear dominators, that is, if the network has $n$ nodes, the core has size $o(n)$ and dominates the entire network. We show…

社会与信息网络 · 计算机科学 2021-07-28 Marios Papachristou

This paper introduces Haros graphs, a construction which provides a graph-theoretical representation of real numbers in the unit interval reached via paths in the Farey binary tree. We show how the topological structure of Haros graphs…

数论 · 数学 2022-12-01 Jorge Calero-Sanz , Bartolo Luque , Lucas Lacasa

In this paper we show discrepancy bounds for index-transformed uniformly distributed sequences. From a general result we deduce very tight lower and upper bounds on the discrepancy of index-transformed van der Corput-, Halton-, and…

数论 · 数学 2014-08-01 Peter Kritzer , Gerhard Larcher , Friedrich Pillichshammer

We explore the space of matrix-generated (0, m, 2)-nets and (0, 2)-sequences in base 2, also known as digital dyadic nets and sequences. In computer graphics, they are arguably leading the competition for use in rendering. We provide a…

图形学 · 计算机科学 2025-04-22 Abdalla G. M. Ahmed , Mikhail Skopenkov , Markus Hadwiger , Peter Wonka

This paper studies the zero-divisor graphs attached to several finite chain-ring families and computes the homological invariants of their edge ideals by using cochordal constructible systems. We begin with a general layered graph $C(q,L)$,…

交换代数 · 数学 2026-05-14 Bilal Ahmad Rather

Asymptotic normality is frequently observed in large combinatorial structures, rigorously established for many quantities such as cycles or inversions in random permutations, the number of prime factors of random integers, and various…

代数几何 · 数学 2026-05-05 Jinwon Choi , Young-Hoon Kiem

In the course of studies of the measure of chaos for the distribution of the prime numbers among the positive integers N arched structures have been found. It is given a brief description of the fine structure of the positive integers…

综合数学 · 数学 2007-05-23 Andrei V. Vityazev , Galina V. Pechernikova

Consider a network of agents that all want to guess the correct value of some ground truth state. In a sequential order, each agent makes its decision using a single private signal which has a constant probability of error, as well as…

社会与信息网络 · 计算机科学 2024-10-08 Kevin Lu , Jordan Chong , Matt Lu , Jie Gao

In a base phi representation a natural number is written as a sum of powers of the golden mean $\varphi$. There are many ways to do this. How many? Even if the number of powers of $\varphi$ is finite, then any number has infinitely many…

数论 · 数学 2023-04-25 Michel Dekking , Ad van Loon

We perform a massive evaluation of neural networks with architectures corresponding to random graphs of various types. We investigate various structural and numerical properties of the graphs in relation to neural network test accuracy. We…

机器学习 · 计算机科学 2020-12-03 Romuald A. Janik , Aleksandra Nowak

Interval analysis (or interval bound propagation, IBP) is a popular technique for verifying and training provably robust deep neural networks, a fundamental challenge in the area of reliable machine learning. However, despite substantial…

机器学习 · 计算机科学 2021-12-15 Matthew Mirman , Maximilian Baader , Martin Vechev

We write out relations between the base of natural logarithms ($e$), the ratio of the circumference of a circle to its diameter ($\pi$), the golden ratios ($\Phi_p$) of the additive $p$-sequences, and the ratio of the diagonal of a square…

综合数学 · 数学 2026-01-21 Asutosh Kumar

A set of fixed points of the Hopfield type neural network is under investigation. Its connection matrix is constructed with regard to the Hebb rule from a highly symmetric set of the memorized patterns. Depending on the external parameter…

无序系统与神经网络 · 物理学 2007-05-23 Leonid B. Litinsky