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We present an algorithm for decomposing a symmetric tensor, of dimension n and order d as a sum of rank-1 symmetric tensors, extending the algorithm of Sylvester devised in 1886 for binary forms. We recall the correspondence between the…

符号计算 · 计算机科学 2010-11-29 Jerome Brachat , Pierre Comon , Bernard Mourrain , Elias Tsigaridas

In this paper, we derive a priori estimates for the gradient and second order derivatives of solutions to a class of Hessian type fully nonlinear parabolic equations with the first initial-boundary value problem on Riemannian manifolds.…

偏微分方程分析 · 数学 2015-02-04 Ge-Jun Bao , Wei-Song Dong

We develop the first fast spectral algorithm to decompose a random third-order tensor over $\mathbb{R}^d$ of rank up to $O(d^{3/2}/\text{polylog}(d))$. Our algorithm only involves simple linear algebra operations and can recover all…

机器学习 · 计算机科学 2022-06-30 Jingqiu Ding , Tommaso d'Orsi , Chih-Hung Liu , Stefan Tiegel , David Steurer

We develop a framework to analyse invariant decompositions of elements of tensor product spaces. Namely, we define an invariant decomposition with indices arranged on a simplicial complex, and which is explicitly invariant under a group…

组合数学 · 数学 2024-03-05 Gemma De las Cuevas , Matt Hoogsteder Riera , Tim Netzer

We investigate the sample size requirement for exact recovery of a high order tensor of low rank from a subset of its entries. In the Tucker decomposition framework, we show that the Riemannian optimization algorithm with initial value…

机器学习 · 统计学 2019-11-13 Jian-Feng Cai , Lizhang Miao , Yang Wang , Yin Xian

Residual torsion-free nilpotence has proven to be an important property for knot groups with applications to bi-orderability and ribbon concordance. Mayland proposed a strategy to show that a two-bridge knot group has a commutator subgroup…

几何拓扑 · 数学 2021-07-12 Jonathan Johnson

A symmetric tensor is a higher order generalization of a symmetric matrix. In this paper, we study various properties of symmetric tensors in relation to a decomposition into a sum of symmetric outer product of vectors. A rank-1 order-k…

数值分析 · 数学 2008-09-02 Pierre Comon , Gene Golub , Lek-Heng Lim , Bernard Mourrain

We introduce a weighted de Rham operator which acts on arbitrary tensor fields by considering their structure as r-fold forms. We can thereby define associated superpotentials for all tensor fields in all dimensions and, from any of these…

微分几何 · 数学 2015-06-26 S. Brian Edgar , José M. M. Senovilla

This work builds on our previous developments regarding a notion of freeness for tensors. We aim to establish a tensorial free convolution for compactly supported measures. First, we define higher-order analogues of the semicircular (or…

算子代数 · 数学 2025-03-03 Remi Bonnin

We construct two staircase rank one transformations whose Cartesian product is not loosely Bernoulli.

动力系统 · 数学 2018-12-20 Adam Kanigowski , Thierry De La Rue

We prove an explicit formula for the tensor product with itself of an irreducible complex representation of the symmetric group defined by a rectangle of height two. We also describe part of the decomposition for the tensor product of…

表示论 · 数学 2008-09-23 Laurent Manivel

The aim of this paper is twofold. The first part is concerned with the associated and the so-called co-polynomials, i.e. new sequences obtained when finite perturbations of the recurrence coefficients are considered. In the second part we…

经典分析与常微分方程 · 数学 2021-01-05 Abdessadek Saib

Let $*$ denote the t-product between two third-order tensors. The purpose of this work is to study fundamental computation over the set $St(n,p,l):= \{\mathcal Q\in \mathbb R^{n\times p\times l} \mid \mathcal Q^{\top}* \mathcal Q = \mathcal…

最优化与控制 · 数学 2022-06-20 Xianpeng Mao , Ying Wang , Yuning Yang

Tensor completion recovers a multi-dimensional array from a limited number of measurements. Using the recently proposed tensor ring (TR) decomposition, in this paper we show that a d-order tensor of dimensional size n and TR rank r can be…

机器学习 · 计算机科学 2020-03-17 Huyan Huang , Yipeng Liu , Ce Zhu

We introduce a geometrical framework for double field theory in which generalized Riemann and torsion tensors are defined without reference to a particular basis. This invariant geometry provides a unifying framework for the frame-like and…

高能物理 - 理论 · 物理学 2015-06-12 Olaf Hohm , Barton Zwiebach

We construct Lorentz-invariant massless/massive spin-2 theories in flat spacetime. Starting from the most generic action of a rank-2 symmetric tensor field whose Lagrangian contains up to quadratic in first derivatives of a field, we…

高能物理 - 理论 · 物理学 2019-04-24 Atsushi Naruko , Rampei Kimura , Daisuke Yamauchi

Nonparametric extension of tensor regression is proposed. Nonlinearity in a high-dimensional tensor space is broken into simple local functions by incorporating low-rank tensor decomposition. Compared to naive nonparametric approaches, our…

机器学习 · 统计学 2016-03-09 Masaaki Imaizumi , Kohei Hayashi

We construct dual formulation of linearised gravity in first order tetrad formalism in arbitrary dimensions within the path integral framework following the standard duality algorithm making use of the global shift symmetry of the tetrad…

高能物理 - 理论 · 物理学 2009-11-10 Ajith. K. M , E. Harikumar , M. Sivakumar

We construct finitely generated torsion-free solvable groups $G$ that have infinite rank, but such that all finitely generated torsion-free metabelian subquotients of $G$ are virtually abelian. In particular all finitely generated…

群论 · 数学 2023-08-30 Adrien Le Boudec , Nicolás Matte Bon

We introduce $R$-diagonal and even operators of second order. We give a formula for the second order free cumulants of the square $x^2$ of a second order even element in terms of the second order free cumulants of $x$. Similar formulas are…

算子代数 · 数学 2023-08-22 Octavio Arizmendi , James A. Mingo