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We comment on two randomized algorithms for constructing low-rank matrix decompositions. Both algorithms employ the Subsampled Randomized Hadamard Transform [14]. The first algorithm appeared recently in [9]; here, we provide a novel…

数据结构与算法 · 计算机科学 2012-04-04 Christos Boutsidis

Graph matching pairs corresponding nodes across two or more graphs. The problem is difficult as it is hard to capture the structural similarity across graphs, especially on large graphs. We propose to incorporate high-order information for…

人工智能 · 计算机科学 2020-10-12 Hui Xu , Liyao Xiang , Youmin Le , Xiaoying Gan , Yuting Jia , Luoyi Fu , Xinbing Wang

The Hadamard decomposition is a powerful technique for data analysis and matrix compression, which decomposes a given matrix into the element-wise product of two or more low-rank matrices. In this paper, we develop an efficient algorithm to…

机器学习 · 计算机科学 2025-04-23 Samuel Wertz , Arnaud Vandaele , Nicolas Gillis

We update the list of odd integers n<10000 for which an Hadamard matrix of order 4n is known to exist. We also exhibit the first example of base sequences BS(40,39). Consequently, there exist T-sequences TS(n) of length n=79. The first…

组合数学 · 数学 2013-01-22 Dragomir Z. Djokovic

Random projections or sketching are widely used in many algorithmic and learning contexts. Here we study the performance of iterative Hessian sketch for least-squares problems. By leveraging and extending recent results from random matrix…

最优化与控制 · 数学 2020-10-26 Jonathan Lacotte , Sifan Liu , Edgar Dobriban , Mert Pilanci

Local operations of combinatorial structures (graphs, Hadamard matrices, codes, designs) that maintain the basic parameters unaltered, have been widely used in the literature under the name of switching. We show an equivalence between two…

组合数学 · 数学 2024-10-15 Aida Abiad , Louka Peters

The use of complex networks as a modern approach to understanding the world and its dynamics is well-established in literature. The adjacency matrix, which provides a one-to-one representation of a complex network, can also yield several…

社会与信息网络 · 计算机科学 2023-01-23 Mariane B. Neiva , Odemir M. Bruno

We introduce numerical characteristics of Sylvester and Hadamard matrices and give their estimates and some of their applications.

群论 · 数学 2015-07-10 Ágota Figula , Vakhtang Kvaratskhelia

A linked system of symmetric designs (LSSD) is a $w$-partite graph ($w\geq 2$) where the incidence between any two parts corresponds to a symmetric design and the designs arising from three parts are related. The original construction for…

组合数学 · 数学 2017-12-11 Brian Kodalen

A new recursive construction of $N$-ary error-correcting output code (ECOC) matrices for ensemble classification methods is presented, generalizing the classic doubling construction for binary Hadamard matrices. Given any prime integer $N$,…

机器学习 · 计算机科学 2021-10-06 Hieu D. Nguyen , Lucas J. Lavalva , Shen-Shyang Ho , Mohammed Sarosh Khan , Nicholas Kaegi

Divisible design digraphs are constructed from skew balanced generalized weighing matrices and generalized Hadamard matrices. Commutative and non-commutative association schemes are shown to be attached to the constructed divisible design…

组合数学 · 数学 2020-09-07 Hadi Kharaghani , Sho Suda

The complete classification of $6\times 6$ complex Hadamard matrices (CHMs) is a long-standing open problem. In this paper we investigate a series of CHMs, such as the CHMs containing a $2\times 3$ submatrix with rank one, the CHMs…

数学物理 · 物理学 2021-10-26 Mengfan Liang , Lin Chen , Fengyue Long , Xinyu Qiu

Solving hard problems is one of the most important issues in computing to be addressed by a quantum computer. Previously, we have shown that the H-SEARCH; which is the problem of finding a Hadamard matrix (H-matrix) among all possible…

量子物理 · 物理学 2020-10-22 Andriyan Bayu Suksmono , Yuichiro Minato

A new, two-parameter, nonaffine family of complex Hadamard matrices of order 6 is reported. It interpolates between the two Fourier families, and contains as one-parameter subfamilies the Dita family, a symmetric family and an almost (up to…

数学物理 · 物理学 2015-05-13 Bengt R. Karlsson

Every Hadamard matrix $H$ of order $n > 1$ induces a graph with $4n$ vertices, called the Hadamard graph $\Gamma(H)$ of $H$. Since $\Gamma(H)$ is a distance-regular graph with diameter $4$, it induces a $4$-class association scheme…

组合数学 · 数学 2015-03-10 Mitsugu Hirasaka , Kijung Kim , Hyonju Yu

In 2019, Perondi and Carmelo determined the set multipartite Ramsey number of particular complete bipartite graphs by establishing a relationship between the set multipartite Ramsey number, Hadamard matrices, and strongly regular graphs,…

组合数学 · 数学 2023-07-20 I Wayan Palton Anuwiksa , Rinovia Simanjuntak , Edy Tri Baskoro

The Hadamard maximal determinant problem asks for the largest n-by-n determinant with entries in {+1,-1}. When n is congruent to 1 (mod 4), the maximal excess construction of Farmakis & Kounias has been the most successful general method…

组合数学 · 数学 2007-05-23 William P. Orrick , Bruce Solomon

We give a new construction of the outer automorphism of the symmetric group on six points. Our construction features a complex Hadamard matrix of order six containing third roots of unity and the algebra of split quaternions over the real…

组合数学 · 数学 2018-05-04 Neil Gillespie , Padraig Ó Catháin , Cheryl Praeger

We present several results about position heaps, a relatively new alternative to suffix trees and suffix arrays. First, we show that, if we limit the maximum length of patterns to be sought, then we can also limit the height of the heap and…

数据结构与算法 · 计算机科学 2013-01-15 Travis Gagie , Wing-Kai Hon , Tsung-Han Ku

We provide an exact analysis of a class of randomized algorithms for solving overdetermined least-squares problems. We consider first-order methods, where the gradients are pre-conditioned by an approximation of the Hessian, based on a…

最优化与控制 · 数学 2020-02-27 Jonathan Lacotte , Mert Pilanci