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We study $I(T)$, the number of inversions in a tree $T$ with its vertices labeled uniformly at random, which is a generalization of inversions in permutations. We first show that the cumulants of $I(T)$ have explicit formulas involving the…

We consider here multitype Bienaym\'e--Galton--Watson trees, under the conditioning that the numbers of vertices of given type satisfy some linear relations. We prove that, under some smoothness conditions on the offspring distribution…

概率论 · 数学 2023-10-20 Paul Thévenin

We study the evolution of a particle system whose genealogy is given by a supercritical continuous time Galton--Watson tree. The particles move independently according to a Markov process and when a branching event occurs, the offspring…

A causal set is a partially ordered set on a countably infinite ground-set such that each element is above finitely many others. A natural extension of a causal set is an enumeration of its elements which respects the order. We bring…

概率论 · 数学 2011-09-22 Graham Brightwell , Malwina Luczak

We consider determinantal point processes (DPPs) constrained by spanning trees. Given a graph $G=(V,E)$ and a positive semi-definite matrix $\mathbf{A}$ indexed by $E$, a spanning-tree DPP defines a distribution such that we draw…

机器学习 · 计算机科学 2021-05-28 Tatsuya Matsuoka , Naoto Ohsaka

Decision trees are popular machine learning models that are simple to build and easy to interpret. Even though algorithms to learn decision trees date back to almost 50 years, key properties affecting their generalization error are still…

机器学习 · 计算机科学 2020-10-16 Jean-Samuel Leboeuf , Frédéric LeBlanc , Mario Marchand

We generalize recent results of Haas and Miermont to obtain scaling limits of Markov branching trees whose size is specified by the number of nodes whose out-degree lies in a given set. We then show that this implies that the scaling limit…

概率论 · 数学 2013-09-24 Douglas Rizzolo

In this article, we prove a joint large deviation principle in $n$ for the \emph{empirical pair measure} and \emph{ empirical offspring measure} of critical multitype Galton-Watson trees conditioned to have exactly $n$ vertices in the weak…

概率论 · 数学 2017-08-15 Kwabena Doku-Amponsah

Random forests are decision tree ensembles that can be used to solve a variety of machine learning problems. However, as the number of trees and their individual size can be large, their decision making process is often incomprehensible. In…

人工智能 · 计算机科学 2022-11-22 Nico Potyka , Xiang Yin , Francesca Toni

We provide a complete picture of the local convergence of critical or subcritical Galton-Watson tree conditioned on having a large number of individuals with out-degree in a given set. The generic case, where the limit is a random tree with…

概率论 · 数学 2014-07-01 Romain Abraham , Jean-Francois Delmas

Self-similar Markov trees constitute a remarkable family of random compact real trees carrying a decoration function that is positive on the skeleton. As the terminology suggests, they are self-similar objects that further satisfy a Markov…

概率论 · 数学 2025-04-16 Jean Bertoin , Nicolas Curien , Armand Riera

Tree sets are posets with additional structure that generalize tree-like objects in graphs, matroids, or other combinatorial structures. They are a special class of abstract separation systems. We study infinite tree sets and how they…

组合数学 · 数学 2025-05-16 Jay Lilian Kneip

We consider Bienaym\'e-Galton-Watson trees in random environment, where each generation $k$ is attributed a random offspring distribution $\mu_k$, and $(\mu_k)_{k\geq 0}$ is a sequence of independent and identically distributed random…

概率论 · 数学 2023-01-30 Guillaume Conchon--Kerjan , Daniel Kious , Cécile Mailler

A rotor-router walk on a graph is a deterministic process, in which each vertex is endowed with a rotor that points to one of the neighbors. A particle located at some vertex first rotates the rotor in a prescribed order, and then it is…

概率论 · 数学 2015-06-22 Wilfried Huss , Sebastian Mueller , Ecaterina Sava-Huss

We study random trees which are invariant in law under the operation of contracting each edge independently with probability $p\in(0,1)$. We show that all such trees can be constructed through Poissonian sampling from a certain class of…

概率论 · 数学 2018-06-20 Olivier Hénard , Pascal Maillard

Let $f(x,y), g(x,y)$ denote either a pair of holomorphic function germs, or a pair of monic polynomials in $x$ whose coefficients are Laurent series in $y$. A relative polar arc is a Newton-Puiseux root, $x=\gamma(y)$, of the Jacobian…

代数几何 · 数学 2007-05-23 Tzee-Char Kuo , Adam Parusinski

We consider a special class of Galton-Watson theta-processes in a varying environment fully defined by four parameters, with two of them $(\theta,r)$ being fixed over time $n$, and the other two $(a_n,c_n)$ characterizing the altering…

概率论 · 数学 2024-01-17 Serik Sagitov , Yerakhmet Zhumayev

We study the size of the automorphism group of two different types of random trees: Galton--Watson trees and rooted P\'olya trees. In both cases, we prove that it asymptotically follows a log-normal distribution and provide asymptotic…

概率论 · 数学 2023-03-23 Christoffer Olsson , Stephan Wagner

The goal of this paper is to provide a general purpose result for the coupling of exploration processes of random graphs, both undirected and directed, with their local weak limits when this limit is a marked Galton-Watson process. This…

概率论 · 数学 2022-02-01 Mariana Olvera-Cravioto

In this note we consider both the local maximal out-degree and the global maximal out-degree of Galton-Watson trees. In particular, we show that the tail of any local maximal out-degree and that of the offspring distribution are…

概率论 · 数学 2015-03-10 Xin He