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We introduce a Bayesian perspective for the structured matrix factorization problem. The proposed framework provides a probabilistic interpretation for existing geometric methods based on determinant minimization. We model input data…

机器学习 · 计算机科学 2023-02-17 Gokcan Tatli , Alper T. Erdogan

We describe birational representations of discrete groups generated by involutions, having their origin in the theory of exactly solvable vertex-models in lattice statistical mechanics. These involutions correspond respectively to two kinds…

高能物理 - 理论 · 物理学 2009-10-28 S. Boukraa , J-M. Maillard , G. Rollet

In this article we consider the cycle structure of compositions of pairs of involutions in the symmetric group S_n chosen uniformly at random. These can be modeled as modified 2-regular graphs, giving rise to exponential generating…

组合数学 · 数学 2009-11-19 Michael Lugo

Given an undirected graph representing similarities between a set of items and an additive measure evaluating the items, we treat the position of a special subset of items in an ordinal ranking through a collection of combinatorial…

数据结构与算法 · 计算机科学 2026-05-05 Samuel Boardman

In a previous work we showcased the factorization method to find the symmetries of superintegrable systems with spherical separability in flat spaces. Here we analyze the same problem, but in constant curvature spaces along the examples of…

数学物理 · 物理学 2024-07-29 Sergio Salamanca

We give an explicit characterization of solvable factors in factorizations of finite classical groups of Lie type. This completes the classification of solvable factors in factorizations of almost simple groups, finishing the program…

群论 · 数学 2025-08-19 Tao Feng , Cai Heng Li , Conghui Li , Lei Wang , Binzhou Xia , Hanlin Zou

We present an approach to decomposition and factor analysis of matrices with ordinal data. The matrix entries are grades to which objects represented by rows satisfy attributes represented by columns, e.g. grades to which an image is red, a…

机器学习 · 计算机科学 2013-03-07 Radim Belohlavek , Vilem Vychodil

In this paper, we introduce a graph matching method that can account for constraints of arbitrary order, with arbitrary potential functions. Unlike previous decomposition approaches that rely on the graph structures, we introduce a…

计算机视觉与模式识别 · 计算机科学 2018-02-26 D. Khuê Lê-Huu , Nikos Paragios

In this work, we prove that any symplectic matrix can be factored into no more than 9 unit triangular symplectic matrices. This structure-preserving factorization of the symplectic matrices immediately reveals two well-known features that,…

辛几何 · 数学 2020-09-21 Pengzhan Jin , Yifa Tang , Aiqing Zhu

In this manuscript a factor graph approach is employed to investigate the recursive filtering problem for a mixed linear/nonlinear state-space model, i.e. for a model whose state vector can be partitioned in a linear state variable…

统计理论 · 数学 2016-07-29 Giorgio M. Vitetta , Emilio Sirignano , Francesco Montorsi , Matteo Sola

Let n be any odd natural number other than a perfect square, in this article it is demonstrated that this new factorization algorithm is much more efficient than the implementation technique [2,3 p.1470], described in this article, of the…

综合数学 · 数学 2025-08-27 Savino Detto

We associate a complete intersection singularity to a graded matrix factorization of size two of a polynomial in three variables. We show that we get an inverse to the reduction of singularities considered by C.T.C.Wall. We study this for…

代数几何 · 数学 2021-07-16 Wolfgang Ebeling , Atsushi Takahashi

Algorithms for node clustering typically focus on finding homophilous structure in graphs. That is, they find sets of similar nodes with many edges within, rather than across, the clusters. However, graphs often also exhibit heterophilous…

机器学习 · 计算机科学 2023-08-15 Sudhanshu Chanpuriya , Cameron Musco

The polynomial $x^n+1$ over finite fields has been of interest due to its applications in the study of negacyclic codes over finite fields. In this paper, a rigorous treatment of the factorization of $x^n+1$ over finite fields is given as…

数论 · 数学 2020-09-22 Arunwan Boripan , Somphong Jitman

We introduce the notion of quantum duplicates of an (associative, unital) algebra, motivated by the problem of constructing toy-models for quantizations of certain configuration spaces in quantum mechanics. The proposed (algebraic) model…

量子代数 · 数学 2014-02-26 Óscar Cortadellas , Javier López Peña , Gabriel Navarro

Nonlinear constrained optimization problems are encountered in many scientific fields. To utilize the huge calculation power of current computers, many mathematic models are also rebuilt as optimization problems. Most of them have…

最优化与控制 · 数学 2011-10-03 Wei Zhang , Xudong Shi , Liwen Wang

Many complex chemical problems encoded in terms of physics-based models become computationally intractable for traditional numerical approaches due to their unfavourable scaling with increasing molecular size. Tensor decomposition…

化学物理 · 物理学 2024-04-30 Nina Glaser , Markus Reiher

Recently, a factorization theorem was proposed for partonic flavor evolution as defined by the net flavor of the Winner-Take-All axis of a jet. We validate the factorization theorem through explicit calculation at two-loop order, and in the…

高能物理 - 唯象学 · 物理学 2024-10-17 Andrew J. Larkoski

To precondition a large and sparse linear system, two direct methods for approximate factoring of the inverse are devised. The algorithms are fully parallelizable and appear to be more robust than the iterative methods suggested for the…

数值分析 · 数学 2012-08-20 Mikko Byckling , Marko Huhtanen

This paper proposes new factorizations for computing the Neumann series. The factorizations are based on fast algorithms for small prime sizes series and the splitting of large sizes into several smaller ones. We propose a different basis…

数值分析 · 计算机科学 2017-07-20 Vassil Dimitrov , Diego Coelho