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In this paper, we extend original Neural Collapse Phenomenon by proving Generalized Neural Collapse hypothesis. We obtain Grassmannian Frame structure from the optimization and generalization of classification. This structure maximally…

机器学习 · 计算机科学 2023-05-15 Peifeng Gao , Qianqian Xu , Peisong Wen , Huiyang Shao , Zhiyong Yang , Qingming Huang

It is noticed, that partially invariant solution (PIS) of differential equations in many cases can be represented as an invariant reduction of some PIS of the higher rank. This introduce a hierarchic structure in the set of all PISs of a…

数学物理 · 物理学 2010-08-05 Sergey V. Golovin

The higher dimensional spherical symmetric scalar field collapse problem is studied in the light of the critical behavior in black hole formation. To make the analysis tractable, the self similarity is also imposed. By giving a new view to…

广义相对论与量子宇宙学 · 物理学 2010-11-19 Jiro Soda , Kouichirou Hirata

A typical system of k difference (or differential) equations can be compressed, or folded into a difference (or ordinary differential) equation of order k. Such foldings appear in control theory as the canonical forms of the controllability…

动力系统 · 数学 2014-03-18 H. Sedaghat

Let $n$ be a nonnegative integer and $I$ be a finite set of positive integers. In 1915, MacMahon proved that the number of permutations in the symmetric group $\mathfrak{S}_n$ with descent set $I$ is a polynomial in $n$. We call this the…

组合数学 · 数学 2017-11-15 Alexander Diaz-Lopez , Pamela E. Harris , Erik Insko , Mohamed Omar , Bruce E. Sagan

In this paper we extend the works of Tancer and of Malgouyres and Franc\'es, showing that $(d,k)$-collapsibility is NP-complete for $d\geq k+2$ except $(2,0)$. By $(d,k)$-collapsibility we mean the following problem: determine whether a…

计算几何 · 计算机科学 2019-04-08 Giovanni Paolini

In the era of proliferation of large language and image generation models, the phenomenon of "model collapse" refers to the situation whereby as a model is trained recursively on data generated from previous generations of itself over time,…

机器学习 · 计算机科学 2024-05-02 Elvis Dohmatob , Yunzhen Feng , Julia Kempe

The Ehrhart quasi-polynomial of a rational polytope $P$ is a fundamental invariant counting lattice points in integer dilates of $P$. The quasi-period of this quasi-polynomial divides the denominator of $P$ but is not always equal to it:…

组合数学 · 数学 2018-10-31 Alexander M. Kasprzyk , Ben Wormleighton

Given an integral hyperplane arrangement, Kamiya-Takemura-Terao (2008 & 2011) introduced the notion of characteristic quasi-polynomial, which enumerates the cardinality of the complement of the arrangement modulo a positive integer. The…

组合数学 · 数学 2021-05-13 Akihiro Higashitani , Tan Nhat Tran , Masahiko Yoshinaga

Motivated by a connection with the factorization of multivariate polynomials, we study integral convex polytopes and their integral decompositions in the sense of the Minkowski sum. We first show that deciding decomposability of integral…

组合数学 · 数学 2007-05-23 S. Gao , A. G. B. Lauder

The Robinson Splitting Theorem states that a c.e. degree $\mathbf{b}$ splits over any low c.e. degree $\mathbf{c}<\mathbf{b}$. We prove that a weaker version of this theorem holds in models of $\mathrm{P}^-+\mathrm{I}\Sigma_1$, with lowness…

逻辑 · 数学 2026-03-05 Yong Liu , Cheng Peng , Mengzhou Sun

As an example of the categorical apparatus of pseudo algebras over 2-theories, we show that pseudo algebras over the 2-theory of categories can be viewed as pseudo double categories with folding or as appropriate 2-functors into…

范畴论 · 数学 2011-11-09 Thomas M. Fiore

We introduce the concept of disjunctive sum of squares for certifying nonnegativity of polynomials. Unlike the popular sum of squares approach where nonnegativity is certified by a single algebraic identity, the disjunctive sum of squares…

最优化与控制 · 数学 2026-05-28 Amir Ali Ahmadi , Sanjeeb Dash , Yixuan Hua , Bartolomeo Stellato

We extend the analysis of the Backgammon model to an ensemble with a fixed number of balls and a fluctuating number of boxes. In this ensemble the model exhibits a first order phase transition analogous to the one in higher dimensional…

高能物理 - 格点 · 物理学 2009-10-30 P. Bialas , Z. Burda

This article presents a technique for proving problems hard for classes of the polynomial hierarchy or for PSPACE. The rationale of this technique is that some problem restrictions are able to simulate existential or universal quantifiers.…

人工智能 · 计算机科学 2007-08-31 Paolo Liberatore

In this paper, we define both the upper and lower order of a sense-preserving harmonic mapping in $\mathbb{D}$. We generalize to the harmonic case some known results about holomorphic functions with positive lower order and we show some…

复变函数 · 数学 2021-07-06 Arbeláez , H. , Hernández , R. , Sierra W

We show that the hierarchy of level $r$ consensus partially collapses. In particular, any profile $\pi\in \mathcal{P}$ that exhibits consensus of level $(K-1)!$ around $\succ_0$ in fact exhibits consensus of level $1$ around $\succ_0$.

经济学 · 定量金融 2016-06-16 Nikolay L. Poliakov

A decomposition space (also called 2-Segal space) is a simplicial object satisfying an exactness condition weaker than the Segal condition: just as the Segal condition expresses composition, the new condition expresses decomposition. It is…

组合数学 · 数学 2024-10-18 Imma Gálvez-Carrillo , Joachim Kock , Andrew Tonks

In this article, we give two different sufficient conditions for the irreducibility of a polynomial of more than one variable, over the field of complex numbers, that can be written as a sum of two polynomials which depend on mutually…

交换代数 · 数学 2021-07-08 Vikramjeet Singh Chandel , Uma Dayal

We consider the problem of decomposing a multivariate polynomial as the difference of two convex polynomials. We introduce algebraic techniques which reduce this task to linear, second order cone, and semidefinite programming. This allows…

最优化与控制 · 数学 2018-09-13 Amir Ali Ahmadi , Georgina Hall