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The Aldous--Broder algorithm provides a way of sampling a uniformly random spanning tree for finite connected graphs using simple random walk. Namely, start a simple random walk on a connected graph and stop at the cover time. The tree…

概率论 · 数学 2021-03-29 Yiping Hu , Russell Lyons , Pengfei Tang

We prove a scaling limit result for random walk on certain random planar maps with its natural time parametrization. In particular, we show that for $\gamma \in (0,2)$, the random walk on the mated-CRT map with parameter $\gamma$ converges…

概率论 · 数学 2022-08-01 Nathanael Berestycki , Ewain Gwynne

We extend the Aldous-Broder algorithm to generate the wired uniform spanning forests (WUSFs) of infinite, transient graphs. We do this by replacing the simple random walk in the classical algorithm with Sznitman's random interlacement…

概率论 · 数学 2018-05-01 Tom Hutchcroft

We study rotor walk, a deterministic counterpart of the simple random walk, on infinite transient graphs. We show that the final rotor configuration of the rotor walk follows the law of the wired uniform spanning forest oriented toward…

概率论 · 数学 2021-04-29 Swee Hong Chan

There are many classical random walk in random environment results that apply to ergodic random planar environments. We extend some of these results to random environments in which the length scale varies from place to place, so that the…

概率论 · 数学 2021-06-11 Ewain Gwynne , Jason Miller , Scott Sheffield

We introduce a general technique for proving estimates for certain random planar maps which belong to the $\gamma$-Liouville quantum gravity (LQG) universality class for $\gamma \in (0,2)$. The family of random planar maps we consider are…

概率论 · 数学 2020-03-12 Ewain Gwynne , Nina Holden , Xin Sun

On a transient weighted graph, there are two models of random walk which continue after reaching infinity: random interlacements, and random walk reflected off of infinity, recently introduced in arXiv:2506.18827 [math.PR]. We prove these…

概率论 · 数学 2025-12-10 Yao Yu

D. Wilson~\cite{[Wi]} in the 1990's described a simple and efficient algorithm based on loop-erased random walks to sample uniform spanning trees and more generally weighted trees or forests spanning a given graph. This algorithm provides a…

概率论 · 数学 2018-08-29 L. Avena , F. Castell , A. Gaudilliere , C. Melot

We propose a novel random walk-based algorithm for unbiased estimation of arbitrary functions of a weighted adjacency matrix, coined universal graph random features (u-GRFs). This includes many of the most popular examples of kernels…

机器学习 · 统计学 2024-05-27 Isaac Reid , Krzysztof Choromanski , Eli Berger , Adrian Weller

Consider the following computational problem: given a regular digraph $G=(V,E)$, two vertices $u,v \in V$, and a walk length $t\in \mathbb{N}$, estimate the probability that a random walk of length $t$ from $u$ ends at $v$ to within $\pm…

计算复杂性 · 计算机科学 2021-11-04 Edward Pyne , Salil Vadhan

We study an inverse problem on a finite connected graph G = (X, E), on whose vertices a conductivity {\gamma} is defined. Our data consists in a sequence of partial observations of a fractional random walk on G. The observations are partial…

偏微分方程分析 · 数学 2026-04-13 Giovanni Covi , Matti Lassas

In this paper we introduce a new model of random spanning trees that we call choice spanning trees, constructed from so-called choice random walks. These are random walks for which each step is chosen from a subset of random options,…

概率论 · 数学 2024-02-09 Eleanor Archer , Matan Shalev

A finite ergodic Markov chain exhibits cutoff if its distance to equilibrium remains close to its initial value over a certain number of iterations and then abruptly drops to near 0 on a much shorter time scale. Originally discovered in the…

概率论 · 数学 2018-01-23 Charles Bordenave , Pietro Caputo , Justin Salez

Random walk on the set of irreducible representations of a finite group is investigated. For the symmetric and general linear groups, a sharp convergence rate bound is obtained and a cutoff phenomenon is proved. As related results, an…

概率论 · 数学 2007-05-23 Jason Fulman

We prove that the simple random walk on the uniform infinite planar triangulation (UIPT) typically travels graph distance at most $n^{1/4 + o_n(1)}$ in $n$ units of time. Together with the complementary lower bound proven by Gwynne and…

概率论 · 数学 2020-07-07 Ewain Gwynne , Tom Hutchcroft

In this paper, we study the random walk on a supercritical branching process with an uncountable and unbounded set of types supported on the $d$-regular tree $\mathbb{T}_d$ ($d\geq 3$), namely the cluster $\mathcal{C}_\circ^h$ of the root…

概率论 · 数学 2023-04-19 Guillaume Conchon--Kerjan

We consider random walk on a finite group $G$ as follows. We can consider $G$ as a group of substitutions. Randomly (i.e. with probability $U(g)=|G|^{-1}$ ) we choose a substitution $g \in G$ and execute it twice in a row, i.e. execute a…

表示论 · 数学 2023-07-11 Olexandr Vyshnevetskiy , Alexander Bendikov

The $Aldous\text{-}Broder$ and $Wilson$ are two well-known algorithms to generate uniform spanning trees (USTs) based on random walks. This work studies their relationship while they construct random trees with the goal of reducing the…

组合数学 · 数学 2022-06-27 Igor Nunes , Giulio Iacobelli , Daniel Ratton Figueiredo

Let $(G_n)_{n=1}^{\infty}$ be a sequence of finite graphs, and let Y_t be the length of a loop-erased random walk on G_n after t steps. We show that for a large family of sequences of finite graphs, which includes the case in which G_n is…

概率论 · 数学 2007-07-30 Jason Schweinsberg

We introduce the notion of a "random basic walk" on an infinite graph, give numerous examples, list potential applications, and provide detailed comparisons between the random basic walk and existing generalizations of simple random walks.…

离散数学 · 计算机科学 2013-08-06 David White
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