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We investigate the problem of factorizing a matrix into several sparse matrices and propose an algorithm for this under randomness and sparsity assumptions. This problem can be viewed as a simplification of the deep learning problem where…

机器学习 · 计算机科学 2014-05-14 Behnam Neyshabur , Rina Panigrahy

This note deals with a simultaneous approximation of several matrices by a finite family of diagonalizable matrices satisfying an additional condition for the spectrum of a matrix product. That is the simplicity of all eigenvalues.

泛函分析 · 数学 2015-05-01 R. N. Gumerov , S. I. Vidunov

Some iterative techniques are defined to solve reversible inverse problems and a common formulation is explained. Numerical improvements are suggested and tests validate the methods.

最优化与控制 · 数学 2011-12-06 Sébastien Marinesque

In this study, we apply "r" times the binomial transform to the Padovan and Perrin matrix sequences. Also, the Binet formulas, summations, generating functions of these transforms are found using recurrence relations. Finally, we give the…

数论 · 数学 2025-12-25 Nazmiye Yilmaz , Necati Taskara

We perform certain alternating binomial summations with parameters that occur in the analysis of algorithms. A combination of integral and special function and special number representations is used. The results are sufficiently general to…

数学物理 · 物理学 2007-05-23 Mark W. Coffey

We summarize some aspects of matrix models from the approaches directly based on their properties at finite N.

高能物理 - 理论 · 物理学 2007-05-23 H. Itoyama

We analyze the possible generalized CP symmetries admitted by the Tri-Bi-Maximal (TBM) neutrino mixing. Taking advantage of these symmetries we construct in a systematic way other variants of the standard TBM ansatz. Depending on the type…

高能物理 - 唯象学 · 物理学 2019-03-27 Peng Chen , Salvador Centelles Chuliá , Gui-Jun Ding , Rahul Srivastava , José W. F. Valle

In a recent paper, an algorithm has been presented for determining implications between a particular kind of category theoretic property represented by matrices -- the so called `matrix properties'. In this paper we extend this algorithm to…

范畴论 · 数学 2022-08-23 Michael Hoefnagel , Pierre-Alain Jacqmin

We present a new algorithm for reducing an arbitrary unitary matrix U into a sequence of elementary operations (operations such as controlled-nots and qubit rotations). Such a sequence of operations can be used to manipulate an array of…

量子物理 · 物理学 2007-05-23 Robert R. Tucci

In this paper, we propose a new and simple approach to the approximation algorithms that are modified and improved from our published results. The computational and graphical examples are presented with the aid of Maple procedures.

数值分析 · 数学 2025-06-24 Quan Le Phuong

In many problems in Computational Physics and Chemistry, one finds a special kind of sparse matrices, termed "banded matrices". These matrices, which are defined as having non-zero entries only within a given distance from the main…

计算物理 · 物理学 2013-06-21 Pablo García-Risueño , Pablo Echenique

The analysis of diagonalizable matrices in terms of their so-called isospectral reduction represents a versatile approach to the underlying eigenvalue problem. Starting from a symmetry of the isospectral reduction, we show in the present…

综合数学 · 数学 2021-05-27 Malte Röntgen , Maxim Pyzh , Christian V. Morfonios , Peter Schmelcher

Through a simple procedure based on the Lu-Chipman decomposition [S-Y. Lu and R. C. Chipman, J. Opt. Soc. Am A 13, 1106 (1996)] any depolarizing Mueller matrix can be transformed into a reduced form which accumulates the depolarization and…

光学 · 物理学 2016-03-15 Jose J. Gil , Ignacio San Jose

We investigate invertible matrices over finite additively idempotent semirings. The main result provides a criterion for the invertibility of such matrices. We also give a construction of the inverse matrix and a formula for the number of…

环与代数 · 数学 2012-08-13 Andreas Kendziorra , Stefan E. Schmidt , Jens Zumbrägel

In this paper, a method via sparse-sparse iteration for computing a sparse incomplete factorization of the inverse of a symmetric positive definite matrix is proposed. The resulting factorized sparse approximate inverse is used as a…

数值分析 · 数学 2008-08-03 Davod Khojasteh Salkuyeh , Faezeh Toutounian

This note provides formula for determinant and inverse of r-circulant matrices with general sequences of third order. In other words, the study combines many papers in the literature.

组合数学 · 数学 2016-09-27 Emrullah Kirklar , Fatih Yilmaz

A parameterization for the power sums of GL(m|n) type quantum (super)matrix is obtained in terms of it's spectral values.

量子代数 · 数学 2015-05-13 Dimitri Gurevich , Pavel Pyatov , Pavel Saponov

Results about existence and uniqueness of solutions of initial value problem for certain types of partial differential equations are recalled as well as iterative scheme and an error estimate for approximate solutions obtained using this…

数值分析 · 数学 2016-02-23 Josef Rebenda , Zdeněk Šmarda

In this paper, we develop an approach to recursively estimate the quadratic risk for matrix recovery problems regularized with spectral functions. Toward this end, in the spirit of the SURE theory, a key step is to compute the (weak)…

最优化与控制 · 数学 2012-11-07 Charles-Alban Deledalle , Samuel Vaiter , Gabriel Peyré , Jalal Fadili , Charles Dossal

We propose a diagrammatic notation for matrix differentiation. Our new notation enables us to derive formulas for matrix differentiation more easily than the usual matrix (or index) notation. We demonstrate the effectiveness of our notation…

信号处理 · 电气工程与系统科学 2022-07-12 Kenji Nakahira