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The broadcasting models on a d-ary tree T arise in many contexts such as biology, information theory, statistical physics and computer science. We consider the k-colouring model, i.e. the root of T is assigned an arbitrary colour and,…

离散数学 · 计算机科学 2013-11-08 Charilaos Efthymiou

Motivated by the theory of spin-glasses in physics, we study the so-called reconstruction problem for the related distributions on the tree, and on the sparse random graph $G(n,d/n)$. Both cases, reduce naturally to studying broadcasting…

离散数学 · 计算机科学 2023-09-14 Charilaos Efthymiou , Kostas Zampetakis

Consider an information source generating a symbol at the root of a tree network whose links correspond to noisy communication channels, and broadcasting it through the network. We study the problem of reconstructing the transmitted symbol…

统计力学 · 物理学 2009-11-11 Marc Mezard , Andrea Montanari

In this work we consider random two-colourings of random linear preferential attachment trees, which includes random recursive trees, random plane-oriented recursive trees, random binary search trees, and a class of random $d$-ary trees.…

概率论 · 数学 2023-06-13 Colin Desmarais , Cecilia Holmgren , Stephan Wagner

Reconstruction problems have been studied in a number of contexts including biology, information theory and and statistical physics. We consider the reconstruction problem for random $k$-colourings on the $\Delta$-ary tree for large $k$.…

概率论 · 数学 2009-11-13 Allan Sly

In this paper, we consider a broadcasting process in which information is propagated from a given root node on a noisy tree network, and answer the question that whether the symbols at the nth level of the tree contain non-vanishing…

概率论 · 数学 2019-02-20 Wenjian Liu , Ning Ning

Consider $k$-colorings of the complete tree of depth $\ell$ and branching factor $\Delta$. If we fix the coloring of the leaves, as $\ell$ tends to $\infty$, for what range of $k$ is the root uniformly distributed over all $k$ colors? This…

概率论 · 数学 2011-07-28 Nayantara Bhatnagar , Juan Vera , Eric Vigoda , Dror Weitz

Consider a collection of random variables attached to the vertices of a graph. The reconstruction problem requires to estimate one of them given `far away' observations. Several theoretical results (and simple algorithms) are available when…

概率论 · 数学 2007-09-10 Antoine Gerschenfeld , Andrea Montanari

A $k$-deck of a (coloured) graph is a multiset of its induced $k$-vertex subgraphs. Given a graph $G$, when is it possible to reconstruct with high probability a uniformly random colouring of its vertices in $r$ colours from its $k$-deck?…

组合数学 · 数学 2023-11-14 Yury Demidovich , Yaroslav Panichkin , Maksim Zhukovskii

We consider a branching random walk with binary state space and index set $T^k$, the infinite rooted tree in which each node has k children (also known as the model of "broadcasting on a tree"). The root of the tree takes a random value 0…

概率论 · 数学 2007-05-23 James B. Martin

For a tree Markov random field non-reconstruction is said to hold if as the depth of the tree goes to infinity the information that a typical configuration at the leaves gives about the value at the root goes to zero. The distribution of…

离散数学 · 计算机科学 2011-07-28 Nayantara Bhatnagar , Elitza Maneva

Random tensor models are generalizations of matrix models which also support a 1/N expansion. The dominant observables are in correspondence with some trees, namely rooted trees with vertices of degree at most $D$ and lines colored by a…

数学物理 · 物理学 2012-06-20 Valentin Bonzom , Razvan Gurau

We revisit the problem of broadcasting on $d$-ary trees: starting from a Bernoulli$(1/2)$ random variable $X_0$ at a root vertex, each vertex forwards its value across binary symmetric channels $\mathrm{BSC}_\delta$ to $d$ descendants. The…

信息论 · 计算机科学 2020-05-19 Yuzhou Gu , Hajir Roozbehani , Yury Polyanskiy

Galled trees are studied as a recombination model in population genetics. This class of phylogenetic networks is generalized into tree-child, galled and reticulation-visible network classes by relaxing a structural condition imposed on…

种群与进化 · 定量生物学 2020-02-28 Gabriel Cardona , Louxin Zhang

In this article, we study a simple random walk on a decorated Galton-Watson tree, obtained from a Galton-Watson tree by replacing each vertex of degree $n$ with an independent copy of a graph $G_n$ and gluing the inserted graphs along the…

概率论 · 数学 2022-08-02 Eleanor Archer

In this paper we study detection and reconstruction of planted structures in Erd\H{o}s-R\'enyi random graphs. Motivated by a problem of communication security, we focus on planted structures that consist in a tree graph. For planted line…

概率论 · 数学 2019-06-27 Laurent Massoulié , Ludovic Stephan , Don Towsley

We study the broadcasting problem when the underlying tree is a random recursive tree. The root of the tree has a random bit value assigned. Every other vertex has the same bit value as its parent with probability $1-q$ and the opposite…

概率论 · 数学 2021-04-27 Louigi Addario-Berry , Luc Devroye , Gabor Lugosi , Vasiliki Velona

We study a particular type of subcritical Galton--Watson trees, which are called non-generic trees in the physics community. In contrast with the critical or supercritical case, it is known that condensation appears in certain large…

概率论 · 数学 2018-02-19 Igor Kortchemski

We introduce the notion of a hereditary property for rooted real trees and we also consider reduction of trees by a given hereditary property. Leaf-length erasure, also called trimming, is included as a special case of hereditary reduction.…

概率论 · 数学 2012-11-12 Thomas Duquesne , Matthias Winkel

We study various models of random non-crossing configurations consisting of diagonals of convex polygons, and focus in particular on uniform dissections and non-crossing trees. For both these models, we prove convergence in distribution…

概率论 · 数学 2014-11-14 Nicolas Curien , Igor Kortchemski
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