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In many applications, e.g., recommender systems and traffic monitoring, the data comes in the form of a matrix that is only partially observed and low rank. A fundamental data-analysis task for these datasets is matrix completion, where the…

机器学习 · 计算机科学 2017-05-02 Natali Ruchansky , Mark Crovella , Evimaria Terzi

A $n\times n$ matrix $A$ has normal defect one if it is not normal, however can be embedded as a north-western block into a normal matrix of size $(n+1)\times (n+1)$. The latter is called a minimal normal completion of $A$. A construction…

泛函分析 · 数学 2009-03-03 D. S. Kaliuzhnyi-Verbovetskyi , I. M. Spitkovsky , H. J. Woerdeman

Given any dimension function $h$, we construct a perfect set $E \subseteq \mathbb{R}$ of zero $h$-Hausdorff measure, that contains any finite polynomial pattern. This is achieved as a special case of a more general construction in which we…

经典分析与常微分方程 · 数学 2020-02-19 Ursula Molter , Alexia Yavicoli

Matroids, particularly linear ones, have been a powerful tool in parameterized complexity for algorithms and kernelization. They have sped up or replaced dynamic programming. Delta-matroids generalize matroids by encapsulating structures…

数据结构与算法 · 计算机科学 2025-02-20 Eduard Eiben , Tomohiro Koana , Magnus Wahlström

An infinite permutation is a linear ordering of the set of non-negative integers. Generally, the properties of infinite permutations analogous to those of infinite words show some resemblances and some differences between permutations and…

组合数学 · 数学 2009-11-09 S. V. Avgustinovich , A. E. Frid , T. Kamae , P. V. Salimov

There are two basic ways of weakening the definition of the well-known metric regularity property by fixing one of the points involved in the definition. The first resulting property is called metric subregularity and has attracted a lot of…

最优化与控制 · 数学 2020-01-22 R. Cibulka , M. Fabian , A. Y. Kruger

For a nonempty polyhedral set $P\subset \mathbb R^d$, let $\mathcal F(P)$ denote the set of faces of $P$, and let $N(P,F)$ be the normal cone of $P$ at the nonempty face $F\in\mathcal F(P)$. We prove that the function $\sum_{F\in\mathcal…

度量几何 · 数学 2018-02-14 Daniel Hug , Zakhar Kabluchko

This paper considers the problem of completing a matrix with many missing entries under the assumption that the columns of the matrix belong to a union of multiple low-rank subspaces. This generalizes the standard low-rank matrix completion…

信息论 · 计算机科学 2011-12-30 Brian Eriksson , Laura Balzano , Robert Nowak

Low-rank matrix completion concerns the problem of estimating unobserved entries in a matrix using a sparse set of observed entries. We consider the non-uniform setting where the observed entries are sampled with highly varying…

机器学习 · 统计学 2024-03-04 Xumei Xi , Christina Lee Yu , Yudong Chen

The $\mathit{growth\ rate\ function}$ for a nonempty minor-closed class of matroids $\mathcal{M}$ is the function $h_{\mathcal{M}}(n)$ whose value at an integer $n \ge 0$ is defined to be the maximum number of elements in a simple matroid…

组合数学 · 数学 2014-10-29 Jim Geelen , Peter Nelson

The problem of finding the missing values of a matrix given a few of its entries, called matrix completion, has gathered a lot of attention in the recent years. Although the problem under the standard low rank assumption is NP-hard,…

机器学习 · 计算机科学 2014-12-01 Vassilis Kalofolias , Xavier Bresson , Michael Bronstein , Pierre Vandergheynst

We show that for any permutation $\pi$ there exists an integer $k_{\pi}$ such that every permutation avoiding $\pi$ as a pattern is a product of at most $k_{\pi}$ separable permutations. In other words, every strict class $\mathcal C$ of…

组合数学 · 数学 2023-08-08 Édouard Bonnet , Romain Bourneuf , Colin Geniet , Stéphan Thomassé

A set function can be extended to the unit cube in various ways; the correlation gap measures the ratio between two natural extensions. This quantity has been identified as the performance guarantee in a range of approximation algorithms…

最优化与控制 · 数学 2024-06-24 Edin Husić , Zhuan Khye Koh , Georg Loho , László A. Végh

In this paper we highlight some enumerative results concerning matroids of low rank and prove the tail-ends of various sequences involving the number of matroids on a finite set to be log-convex. We give a recursion for a new, slightly…

组合数学 · 数学 2007-05-23 W. M. B. Dukes

An $r$-matrix is a matrix with symbols in $\{0,1,\ldots,r-1\}$. A matrix is simple if it has no repeated columns. Let ${\cal F}$ be a finite set of $r$-matrices. Let $\hbox{forb}(m,r,{\cal F})$ denote the maximum number of columns possible…

组合数学 · 数学 2017-10-03 Richard Anstee , Jeffrey Dawson , Linyuan Lu , Attila Sali

Say that a permutation of $1,2,\ldots,n$ is \textit{$k$-bounded} if every pair of consecutive entries in the permutation differs by no more than $k$. Such a permutation is \textit{anchored} if the first entry is $1$ and the last entry is…

组合数学 · 数学 2019-09-11 Maria M. Gillespie , Kenneth G. Monks , Kenneth M. Monks

In this paper, we introduce the concept of Density-Balanced Subset in a matroid, in which independent sets can be sampled so as to guarantee that (i) each element has the same probability to be sampled, and (ii) those events are negatively…

数据结构与算法 · 计算机科学 2023-08-15 François Sellier

We study matrix identities involving multiplication and unary operations such as transposition or Moore-Penrose inversion. We prove that in many cases such identities admit no finite basis.

群论 · 数学 2014-03-10 Karl Auinger , Igor Dolinka , Mikhail Volkov

The flavour neutrino puzzle is often addressed by considering neutrino mass matrices $m$ with a certain number of vanishing entries ($m_{ij}=0$ for some values of the indices), since a reduction in the number of free parameters increases…

高能物理 - 唯象学 · 物理学 2020-03-18 Fredrik Björkeroth , Luca Di Luzio , Federico Mescia , Enrico Nardi

Saturation is a fundamental game-semantic property satisfied by strategies that interpret higher-order concurrent programs. It states that the strategy must be closed under certain rearrangements of moves, and corresponds to the intuition…

编程语言 · 计算机科学 2024-02-14 Alex Dixon , Andrzej S. Murawski