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We argue that all building blocks of transformer models can be expressed with a single concept: combinatorial Hopf algebra. Transformer learning emerges as a result of the subtle interplay between the algebraic and coalgebraic operations of…

机器学习 · 计算机科学 2023-02-06 Adam Nemecek

Partial actions of Hopf algebras can be considered as a generalization of partial actions of groups on algebras. Among important properties of partial Hopf actions, it is possible to assure the existence of enveloping actions. This allows…

环与代数 · 数学 2009-10-08 Marcelo Muniz S. Alves , Eliezer Batista

Let A be a class of objects, equipped with an integer size such that for all n the number a(n) of objects of size n is finite. We are interested in the case where the generating fucntion sum_n a(n) t^n is rational, or more generally…

组合数学 · 数学 2025-09-26 Mireille Bousquet-Mélou

The notion of inner linear Hopf algebra is a generalization of the notion of discrete linear group. In this paper, we prove two general results that enable us to enlarge the class of Hopf algebras that are known to be inner linear: the…

量子代数 · 数学 2010-04-01 Nicolas Andruskiewitsch , Julien Bichon

The monadic second-order theory of trees allows quantification over elements and over arbitrary subsets. We classify the class of trees with respect to the question: does a tree T have a definable choice function (by a monadic formula with…

逻辑 · 数学 2009-09-25 Shmuel Lifsches , Saharon Shelah

Snakes are analogues of alternating permutations defined for any Coxeter group. We study these objects from the point of view of combinatorial Hopf algebras, such as noncommutative symmetric functions and their generalizations. The main…

组合数学 · 数学 2013-02-12 Matthieu Josuat-Vergès , Jean-Christophe Novelli , Jean-Yves Thibon

The Hopf algebra and the Rota-Baxter algebra are the two algebraic structures underlying the algebraic approach of Connes and Kreimer to renormalization of perturbative quantum field theory. In particular the Hopf algebra of rooted trees…

数学物理 · 物理学 2017-12-19 Xing Gao , Li Guo , Tianjie Zhang

This is a survey of the theory of real trees and their applications.

几何拓扑 · 数学 2007-05-23 Mladen Bestvina

We show that the partition function of the logarithmic sector of critical topologically massive gravity which represents a series expansion of composition of functions, can be expressed as a sum over rooted trees. Our work brings a…

高能物理 - 理论 · 物理学 2024-03-29 Yannick Mvondo-She

Pairwise ordered tree alignment are combinatorial objects that appear in RNA secondary structure comparison. However, the usual representation of tree alignments as supertrees is ambiguous, i.e. two distinct supertrees may induce identical…

定量方法 · 定量生物学 2016-03-08 Cedric Chauve , Julien Courtiel , Yann Ponty

We give closed form expressions for the numbers of multi-rooted plane trees with specified degrees of root vertices. This results in an infinite number of integer sequences some of which are known to have an alternative interpretation. We…

组合数学 · 数学 2024-02-06 Anwar Al Ghabra , K. Gopala Krishna , Patrick Labelle , Vasilisa Shramchenko

We consider Hilbert series associated to modules over various categories of trees. Using the technology of Sam and Snowden, we show that these Hilbert series must be algebraic. We then apply these technical theorems to prove facts about…

组合数学 · 数学 2020-07-14 Eric Ramos

We give an elementary proof of an interesting combinatorial identity which is of particular interest in graph theory and its applications. Two applications to enumeration of forests with closed-form expressions are given.

组合数学 · 数学 2020-12-22 Tony C. Dorlas , Alexei L. Rebenko , Baptiste Savoie

Recently, Han discovered two formulas involving binary trees which have the interestig property that hooklengths appear as exponents. The purpose of this note is to give a probabilistic proof of one of Han's formulas. Yang has generalized…

组合数学 · 数学 2008-06-12 Bruce E. Sagan

We construct and study new generalisations to rooted trees and forests of some properties of shuffles of words. First, we build a coproduct on rooted trees which, together with their shuffle, endow them with bialgebra structure. We then…

组合数学 · 数学 2025-01-07 Pierre J. Clavier , Douglas Modesto

This article considers some affine algebraic varieties attached to finite trees and closely related to cluster algebras. Their definition involves a canonical coloring of vertices of trees into three colors. These varieties are proved to be…

量子代数 · 数学 2014-03-04 Frédéric Chapoton

Hex-trees are identified as a particular instance of weighted unary-binary trees. The Horton-Strahler numbers of these objects are revisited, and, thanks to a substitution that is not immediately intuitive, explicit results are possible.…

组合数学 · 数学 2021-08-24 Helmut Prodinger

Based on decision trees, many fields have arguably made tremendous progress in recent years. In simple words, decision trees use the strategy of "divide-and-conquer" to divide the complex problem on the dependency between input features and…

机器学习 · 计算机科学 2021-01-22 Jinxiong Zhang

We construct a homotopy initial functor from the partition complex of a finite set $A$ to a category of trees with leaves labelled by $A$. As an application, this provides an equivalence between different bar constructions of an operad. In…

代数拓扑 · 数学 2021-12-16 Gijs Heuts , Ieke Moerdijk

We investigate the combinatorial properties of the functional equation $\phi[h(z)]=h(qz)$ for the conjugation of a formal diffeomorphism $\phi$ of $\mathbb{C}$ to its linear part $z\mapsto qz$. This is done by interpreting the functional…

组合数学 · 数学 2016-09-19 Frédéric Menous , Jean-Christophe Novelli , Jean-Yves Thibon