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[PDF] Top 20 Real and complex rank for real symmetric tensors with low complex symmetric rank

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Real and complex rank for real symmetric tensors with low complex symmetric rank

Real and complex rank for real symmetric tensors with low complex symmetric rank

... TENSORS WITH LOW COMPLEX SYMMETRIC RANK EDOARDO BALLICO, ALESSANDRA BERNARDI ...of real homogeneous polynomial P whose min- imal real and complex ... Voir le document complet

9

Jacobi-type algorithm for low rank orthogonal approximation of symmetric tensors and its convergence analysis

Jacobi-type algorithm for low rank orthogonal approximation of symmetric tensors and its convergence analysis

... algorithm for low rank orthogonal approximation of symmetric tensors and its convergence analysis 1 Jianze Li 2 , Konstantin Usevich 3 , and Pierre Comon 4 Abstract: In ... Voir le document complet

20

Estimation of structured tensor models and recovery of low-rank tensors

Estimation of structured tensor models and recovery of low-rank tensors

... Introduction Tensors have interested mathematicians and physicists since the nineteenth ...language for expressing certain natural ...of tensors. From the sixties onward, a growing interest in ... Voir le document complet

239

A Riemannian Newton Optimization Framework for the Symmetric Tensor Rank Approximation Problem

A Riemannian Newton Optimization Framework for the Symmetric Tensor Rank Approximation Problem

... THE SYMMETRIC TENSOR RANK APPROXIMATION PROBLEM ∗ RIMA KHOUJA † ‡ , HOUSSAM KHALIL † , AND BERNARD MOURRAIN ‡ ...The symmetric tensor rank approximation problem (STA) consists in ... Voir le document complet

25

Unique decomposition for a polynomial of low rank

Unique decomposition for a polynomial of low rank

... i and z i ∈ S d i (hv 1 , v 2 i) such that P(d i + 1) = s − t, are uniquely determined by T ...2 and in Corollary 4, by introducing the notion of linearly general po- sition of a scheme (Definition 1), we ... Voir le document complet

5

Sliding conjugate symmetric sequency-ordered complex Hadamard transform: fast algorithm and applications

Sliding conjugate symmetric sequency-ordered complex Hadamard transform: fast algorithm and applications

... 36; and Me 4 WHT = 10, Me 8 WHT = 24 ...algorithm and the algorithms in [3-5] are shown in Tables 3 and ...the real additions compared to the algorithm in [3], but at the cost of a little more ... Voir le document complet

6

Real root finding for rank defects in linear Hankel matrices

Real root finding for rank defects in linear Hankel matrices

... matrices with entries in Q and Hankel structure, ...n and the problem of computing sample points in each connected compo- nent of the real algebraic set defined by the rank constraint ... Voir le document complet

27

Detecting the Rank of a Symmetric Tensor

Detecting the Rank of a Symmetric Tensor

... surrogate for the rank [9], Bayesian models [10], or on matrix unfoldings such as balanced matri- cization ...deal with the CP decomposition of a symmetric tensor, which has for ... Voir le document complet

6

Mutual information for symmetric rank-one matrix estimation: A proof of the replica formula

Mutual information for symmetric rank-one matrix estimation: A proof of the replica formula

... gap with the statistical physics conjectured formula (and rigorous upper bound from [Krzakala et ...conjecture and has interesting non-trivial implications on the computational complexity of these ... Voir le document complet

14

Sliding Conjugate Symmetric Sequency-Ordered Complex Hadamard Transform:FastAlgorithm and Applications

Sliding Conjugate Symmetric Sequency-Ordered Complex Hadamard Transform:FastAlgorithm and Applications

... WHT and one length- Modified WHT ...here and also provide a rigorous mathemat- ical proof of the algorithm as well as an in-depth analysis of its computational ...to complex signal channel ... Voir le document complet

14

Robust Semiparametric Efficient Estimators in Complex Elliptically Symmetric Distributions

Robust Semiparametric Efficient Estimators in Complex Elliptically Symmetric Distributions

... in Complex Elliptically Symmetric Distributions Stefano Fortunati, Member, IEEE, Alexandre Renaux, Member, IEEE, Fr´ed´eric Pascal, Senior Member, IEEE Abstract—Covariance matrices play a major role in ... Voir le document complet

13

Stratification of the fourth secant variety of Veronese variety via the symmetric rank

Stratification of the fourth secant variety of Veronese variety via the symmetric rank

... coincides with a rational normal curve. In [7] and [14] one can find an algebraic theoretical algorithm for the general case with m ≥ ...Problem and Question 1 have a very interesting ... Voir le document complet

22

Decomposing tensors with structured matrix factors reduces to rank-1 approximations

Decomposing tensors with structured matrix factors reduces to rank-1 approximations

... algorithms for decomposing a tensor array into a sum of rank-1 ...of symmetric tensors of any order but of dimension 2, which can be decomposed with the help of a Sylvester’s the- orem ... Voir le document complet

5

Decomposition of homogeneous polynomials with low rank

Decomposition of homogeneous polynomials with low rank

... (a symmetric tensor) of type (1). Unfortunately, for a given P ∈ P N , we only have the inequality sbr(P ) ≤ sr(P ...). For the forms F for which the decomposition (1) is not unique, it makes ... Voir le document complet

9

Mixed Precision Low Rank Approximations and their Application to Block Low Rank LU Factorization

Mixed Precision Low Rank Approximations and their Application to Block Low Rank LU Factorization

... arithmetic for low rank ...associated with small singular values can be stored in lower precisions while preserving high accuracy ...needed for each singular vector. We apply this ... Voir le document complet

27

Riemannian Framework for estimating Symmetric Positive Definite 4th Order Diffusion Tensors

Riemannian Framework for estimating Symmetric Positive Definite 4th Order Diffusion Tensors

... Fig 2, provides a qualitative result of the estimated EAP. In the figure each glyph represents an iso-surface of the corresponding EAP. We first estimated the 4th order diffusion tensors using the Riemannian ... Voir le document complet

9

Real and complex valued geometrical optics inverse ray-tracing for inline field calculations

Real and complex valued geometrical optics inverse ray-tracing for inline field calculations

... IRT, real-valued and complex-valued Geometrical Optics (CGO) with Etalon Integrals (EI), and Adaptive Mesh Refinement ...forward and reflected wavefields, is addressed by the use ... Voir le document complet

24

Decomposition of Low Rank Multi-Symmetric Tensor

Decomposition of Low Rank Multi-Symmetric Tensor

... method for the decomposition of multi-symmetric tensors, based on simple linear algebra ...to tensors of low enough ...points and weights from eigenvectors of multiplication ... Voir le document complet

13

Computing symmetric rank for symmetric tensors

Computing symmetric rank for symmetric tensors

... 2009) and (Sylvester, 1886)); σ 2 (X n,d ), σ 3 (X n,d ) (any n,d, see Section 4); σ r (X 2,4 ), for r ≤ ...symmetric rank. Some of these results were known or partially known, with ... Voir le document complet

27

On minimal decompositions of low rank symmetric tensors

On minimal decompositions of low rank symmetric tensors

... the rank of f ? Can we provide a minimal Waring decomposition? For general forms of fixed degree and fixed number of variables, the value of the rank is known due to the result of ...classical ... Voir le document complet

27

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