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Coalescing random walks is a fundamental stochastic process, where a set of particles perform independent discrete-time random walks on an undirected graph. Whenever two or more particles meet at a given node, they merge and continue as a…

离散数学 · 计算机科学 2018-11-05 Varun Kanade , Frederik Mallmann-Trenn , Thomas Sauerwald

In this work, we study general Dirichlet coalescents, which are a family of Xi-coalecents constructed from i.i.d mass partitions, and are an extension of the symmetric coalescent. This class of models is motivated by population models with…

Topological Data Analysis (TDA), a relatively new field of data analysis, has proved very useful in a variety of applications. The main persistence tool from TDA is persistent homology in which data structure is examined at many scales.…

代数拓扑 · 数学 2021-09-21 Megan Johnson , Jae-Hun Jung

Identifiability of evolutionary tree models has been a recent topic of discussion and some models have been shown to be non-identifiable. A coalescent-based rooted population tree model, originally proposed by Nielsen et al. 1998 [2], has…

种群与进化 · 定量生物学 2013-04-15 Arindam RoyChoudhury

We provide scaling limits for the block counting process and the fixation line of $\Lambda$-coalescents as the initial state $n$ tends to infinity under the assumption that the measure $\Lambda$ on $[0,1]$ satisfies…

概率论 · 数学 2021-07-15 Martin Möhle , Benedict Vetter

We define a multi-type coalescent point process of a general branching process with finitely many types. This multi-type coalescent fully describes the genealogy of the (quasi-stationary) standing population, providing types along ancestral…

概率论 · 数学 2013-09-18 Lea Popovic , Mariolys Rivas

Topologically constrained genome-like polymers often double-fold into tree-like configurations, which can be modelled on the level of folded (ring) polymers or on the level of the underlying random trees. For both descriptions, we have…

软凝聚态物质 · 物理学 2026-05-19 Pieter H. W. van der Hoek , Angelo Rosa , Elham Ghobadpour , Ralf Everaers

We construct an extension of the Lambda-coalescent to a spatial continuum and analyse its behaviour. Like the Lambda-coalescent, the individuals in our model can be separated into (i) a dust component and (ii) large blocks of coalesced…

概率论 · 数学 2013-11-05 Nic Freeman

Coalescent histories are combinatorial structures that describe for a given gene tree and species tree the possible lists of branches of the species tree on which the gene tree coalescences take place. Properties of the number of coalescent…

种群与进化 · 定量生物学 2015-03-13 Filippo Disanto , Noah A. Rosenberg

We consider a continuous population whose dynamics is described by the standard stationary Fleming-Viot process, so that the genealogy of $n$ uniformly sampled individuals is distributed as the Kingman $n$-coalescent. In this note, we study…

概率论 · 数学 2016-11-07 Amaury Lambert , Emmanuel Schertzer

Take a continuous-time Galton-Watson tree. If the system survives until a large time $T$, then choose $k$ particles uniformly from those alive. What does the ancestral tree drawn out by these $k$ particles look like? Some special cases are…

概率论 · 数学 2019-02-14 Simon C. Harris , Samuel G. G. Johnston , Matthew I. Roberts

Recruitment dynamics, or the distribution of the number of offspring among individuals, is central for understanding ecology and evolution. Sweepstakes reproduction (heavy right-tailed offspring number distribution) is central for…

种群与进化 · 定量生物学 2026-01-16 Bjarki Eldon

We define a Markov process on the partitions of $[n]=\{1,\ldots,n\}$ by drawing a sample in $[n]$ at each time of a Poisson process, by merging blocks that contain one of these points and by leaving all other blocks unchanged. This…

概率论 · 数学 2018-09-03 Sophie Lemaire

An important property of Kingman's coalescent is that, starting from a state with an infinite number of blocks, over any positive time horizon, it transitions into an almost surely finite number of blocks. This is known as `coming down from…

概率论 · 数学 2017-01-18 Andreas E. Kyprianou , Steven Pagett , Tim Rogers , Jason Schweinsberg

We introduce a Poissonization method to study the coalescent structure of uniform samples from branching processes. This method relies on the simple observation that a uniform sample of size $k$ taken from a random set with positive…

概率论 · 数学 2021-06-24 Samuel G. G. Johnston , Amaury Lambert

We define the beta diffusion tree, a random tree structure with a set of leaves that defines a collection of overlapping subsets of objects, known as a feature allocation. A generative process for the tree structure is defined in terms of…

机器学习 · 统计学 2015-04-06 Creighton Heaukulani , David A. Knowles , Zoubin Ghahramani

The following distributed coalescence protocol was introduced by Dahlia Malkhi in 2006 motivated by applications in social networking. Initially there are n agents wishing to coalesce into one cluster via a decentralized stochastic process,…

概率论 · 数学 2015-03-17 Po-Shen Loh , Eyal Lubetzky

Fixed point combinators (and their generalization: looping combinators) are classic notions belonging to the heart of lambda-calculus and logic. We start with an exploration of the structure of fixed point combinators (fpc's), vastly…

计算机科学中的逻辑 · 计算机科学 2010-02-15 Joerg Endrullis , Dimitri Hendriks , Jan Willem Klop

We introduce a new Bayesian model for hierarchical clustering based on a prior over trees called Kingman's coalescent. We develop novel greedy and sequential Monte Carlo inferences which operate in a bottom-up agglomerative fashion. We show…

机器学习 · 统计学 2009-07-07 Yee Whye Teh , Hal Daumé , Daniel Roy

We revisit the discrete additive and multiplicative coalescents, starting with $n$ particles with unit mass. These cases are known to be related to some "combinatorial coalescent processes": a time reversal of a fragmentation of Cayley…

概率论 · 数学 2014-09-16 Nicolas Broutin , Jean-François Marckert