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In many instances one has to deal with parametric models. Such models in vector spaces are connected to a linear map. The reproducing kernel Hilbert space and affine- / linear- representations in terms of tensor products are directly…

数值分析 · 数学 2018-11-26 Hermann G. Matthies , Roger Ohayon

In general, algorithms for order-3 CANDECOMP/-PARAFAC (CP), also coined canonical polyadic decomposition (CPD), are easily to implement and can be extended to higher order CPD. Unfortunately, the algorithms become computationally demanding,…

数值分析 · 数学 2017-04-26 Anh Huy Phan , Petr Tichavsky , Andrzej Cichocki

We study the categorical framework for the computation of persistent homology, without reliance on a particular computational algorithm. The computation of persistent homology is commonly summarized as a matrix theorem, which we call the…

代数拓扑 · 数学 2018-10-02 Killian Meehan , Andrei Pavlichenko , Jan Segert

It is well known that the cohomology of a tensor product is essentially the tensor product of the cohomologies. We look at twisted tensor products, and investigate to which extend this is still true. We give an explicit description of the…

K理论与同调 · 数学 2008-03-27 Petter Andreas Bergh , Steffen Oppermann

The aim is the theorems of the title and the corollary that the tensor product of two free crossed resolutions of groups or groupoids is also a free crossed resolution of the product group or groupoid. The route to this corollary is through…

代数拓扑 · 数学 2013-10-15 Ronald Brown , Ross Street

We investigate the relation between Cartan decompositions of the unitary group and discrete quantum symmetries. To every Cartan decomposition there corresponds a quantum symmetry which is the identity when applied twice. As an application,…

量子物理 · 物理学 2007-05-23 Domenico D'Alessandro , Francesca Albertini

Every ordered collection of sets in Euclidean space can be associated to a combinatorial code, which records the regions cut out by the sets in space. Given two ordered collections of sets, one can form a third collection in which the…

组合数学 · 数学 2024-10-09 Miguel Benitez , Siran Chen , Tianhui Han , R. Amzi Jeffs , Kinapal Paguyo , Kevin A. Zhou

We introduce a new, quadratically convergent algorithm for finding maximum absolute value entries of tensors represented in the canonical format. The computational complexity of the algorithm is linear in the dimension of the tensor. We…

数值分析 · 数学 2017-09-13 Matthew J Reynolds , Gregory Beylkin , Alireza Doostan

We describe how to obtain a global t-structure from a semiorthogonal decomposition with compatible t-structures on every component. This result is used to generalize a well-known theorem of Bondal on full strong exceptional sequences.

范畴论 · 数学 2026-02-27 Antonio Lorenzin

Most regularized tensor regression research focuses on tensors predictors with scalars responses or vectors predictors to tensors responses. We consider the sparse low rank tensor on tensor regression where predictors $\mathcal{X}$ and…

机器学习 · 计算机科学 2022-12-16 Haiyi Mao , Jason Xiaotian Dou

Canonical Polyadic (also known as Candecomp/Parafac) Decomposition (CPD) of a higher-order tensor is decomposition in a minimal number of rank-1 tensors. In Part I, we gave an overview of existing results concerning uniqueness and presented…

谱理论 · 数学 2013-07-05 Ignat Domanov , Lieven De Lathauwer

In this paper, we give a combinatorial rule to calculate the decomposition of the tensor product (Kronecker product) of two irreducible complex representations of the symmetric group ${\mathfrak S}_n$, when one of the representations…

表示论 · 数学 2015-07-09 Takahiro Hayashi

Developed in a series of seminal papers in the early 2010s, the tubal tensor framework provides a clean and effective algebraic setting for tensor computations, supporting matrix-mimetic features such as a tensor Singular Value…

数值分析 · 数学 2025-06-05 Haim Avron , Uria Mor

Coupled tensor decomposition reveals the joint data structure by incorporating priori knowledge that come from the latent coupled factors. The tensor ring (TR) decomposition is invariant under the permutation of tensors with different mode…

机器学习 · 计算机科学 2020-11-10 Huyan Huang , Yipeng Liu , Ce Zhu

We solve a long-standing conjecture by Barker, proving that the minimal and maximal tensor products of two finite-dimensional proper cones coincide if and only if one of the two cones is generated by a linearly independent set. Here, given…

泛函分析 · 数学 2021-08-26 Guillaume Aubrun , Ludovico Lami , Carlos Palazuelos , Martin Plavala

Differential geometries derived from tensor decompositions have been extensively studied and provided the foundations for a variety of efficient numerical methods. Despite the practical success of the tensor ring (TR) decomposition, its…

数值分析 · 数学 2026-01-30 Bin Gao , Renfeng Peng , Ya-xiang Yuan

We give a systematic construction of semiorthogonal decompositions of derived categories of coherent sheaves on quasi-smooth derived algebraic stacks over $\mathbb{C}$, where the summands are subcategories defined by weight conditions, and…

代数几何 · 数学 2026-05-26 Chenjing Bu , Tudor Pădurariu , Yukinobu Toda

The term fractal describes a class of complex structures exhibiting self-similarity across different scales. Fractal patterns can be created by using various techniques such as finite subdivision rules and iterated function systems. In this…

综合数学 · 数学 2018-12-04 Patrick Gelß , Christof Schütte

The (efficient and parsimonious) decomposition of higher-order tensors is a fundamental problem with numerous applications in a variety of fields. Several methods have been proposed in the literature to that end, with the Tucker and PARAFAC…

综合数学 · 数学 2024-06-28 Sergio Rozada , Antonio G. Marques

This paper is a sequel to "Localization of $\frak{u}$-modules. I", hep-th/9411050. We are starting here the geometric study of the tensor category $\cal{C}$ associated with a quantum group (corresponding to a Cartan matrix of finite type)…

q-alg · 数学 2008-02-03 M. Finkelberg , V. Schechtman