Beyond the cactus rank of tensors
1
조회
0
다운로드
0
인용
0
참고문헌
키워드
초록
We study additive decompositions (and generalized additive decompositions with a zero-dimensional scheme instead of a finite sum of rank $1$ tensors), which are not of minimal degree (for sums of rank $1$ tensors with more terms than the rank of the tensor, for a zero-dimensional scheme a degree higher than the cactus rank of the tensor). We prove their existence for all degrees higher than the rank of the tensor and, with strong assumptions, higher than the cactus rank of the tensor. Examples show that additional assumptions are needed to get the minimally spanning scheme of degree cactus $+1$.
Abstract
We study additive decompositions (and generalized additive decompositions with a zero-dimensional scheme instead of a finite sum of rank $1$ tensors), which are not of minimal degree (for sums of rank $1$ tensors with more terms than the rank of the tensor, for a zero-dimensional scheme a degree higher than the cactus rank of the tensor). We prove their existence for all degrees higher than the rank of the tensor and, with strong assumptions, higher than the cactus rank of the tensor. Examples show that additional assumptions are needed to get the minimally spanning scheme of degree cactus $+1$.
참고문헌 (31)
- E. Ballico, "Tensor ranks on tangent developable of Segre varieties", Linear Multilinear Algebra, 61(7), pp.881~894 (2013)[DOI]
- E. Ballico, "Stratification of the fourth secant variety of Veronese varieties via the symmetric rank", Adv. Pure Appl. Math., 4(2), pp.215~250 (2013)
- E. Ballico, "Curvilinear schemes and maximum rank of forms", Matematiche (Catania), 72(1), pp.137~144 (2017)
- E. Ballico, "On the ranks of the third secant variety of Segre-Veronese embeddings", ~ (2018)
- E. Ballico, "On the dimension of contact loci and the identifiability of tensors", ~ (2017)
- E. Ballico, "Bounds on the tensor rank", ~
- A. Bernardi, "A comparison of different notions of ranks of symmetric tensors", Linear Algebra Appl., 460, pp.205~230 (2014)[DOI]
- A. Bernardi, "On the cactus rank of cubics forms", J. Symbolic Comput., 50, pp.291~297 (2013)[DOI]
- C. Bocci, "On the identifiability of binary Segre products", J. Algebraic Geom., 22(1), pp.1~11 (2013)
- C. Bocci, "Refined methods for the identifiability of tensors", Ann. Mat. Pura Appl., 193(6), pp.1691~1702 (2014)[DOI]
- W. Buczynska, "Secant varieties to high degree veronese reembeddings, catalecticant matrices and smoothable Gorenstein schemes", J. Algebraic Geom., 23, pp.63~90 (2014)
- J. Buczynski, "On the third secant variety", J. Algebraic Combin., 40(2), pp.475~502 (2014)[DOI]
- M. V. Catalisano, "Waring-like decompositions of polynomials, 1", Linear Algebra Appl., 533, pp.311~325 (2017)[DOI]
- L. Chiantini, "On the concept of k-secant order of a variety", J. London Math. Soc. (2), 73(2), pp.436~454 (2006)[DOI]
- L. Chiantini, "On the dimension of secant varieties", J. Eur. Math. Soc. (JEMS), 12(5), pp.1267~1291 (2010)
- L. Chiantini, "One example of general unidentifiable tensors", J. Algebr. Stat., 5(1), pp.64~71 (2014)
- L. Chiantini, "On generic identifiability of 3-tensors of small rank", SIAM J. Matrix Anal. Appl., 33(3), pp.1018~1037 (2012)[DOI]
- L. Chiantini, "An algorithm for generic and low-rank specific identifiability of complex tensors", SIAM J. Matrix Anal. Appl., 35(4), pp.1265~1287 (2014)[DOI]
- L. Chiantini, "On generic identifiability of symmetric tensors of subgeneric rank", Trans. Amer. Math. Soc., 369(6), pp.4021~4042 (2017)
- L. Chiantini, "Effective criteria for specific identifiability of tensors and forms", SIAM J. Ma- trix Anal. Appl., 38(2), pp.656~681 (2017)[DOI]
- H. Derksen, "Kruskal's uniqueness inequality is sharp", Linear Algebra Appl., 438(2), pp.708~712 (2013)[DOI]
- I. Domanov, "On the uniqueness of the canonical polyadic decomposition of third-order tensors - Part I: Basic results and uniqueness of one factor matrix", SIAM J. Matrix Anal. Appl., 34(3), pp.855~875 (2013)[DOI]
- I. Domanov, "On the uniqueness of the canonical polyadic decomposition of third-order tensors - Part II: Uniqueness of the overall decomposition", SIAM J. Matrix Anal. Appl., 34(3), pp.876~903 (2013)[DOI]
- I. Domanov, "Generic uniqueness conditions for the canonical polyadic decomposition and INDSCAL", SIAM J. Matrix Anal. Appl., 36(4), pp.1567~1589 (2015)[DOI]
- F. Galuppi, "Identifiability of homogeneous polynomials and Cremona Transformations", J. Reine Angew. Math. (2016)[DOI]
- A. Iarrobino, "Gorenstein Algebras, and Determinantal Loci", Lecture Notes in Mathematics, 1721 (1999)
- J. B. Kruskal, "Three-way arrays: rank and uniqueness of trilinear decompositions, with application to arithmetic complexity and statistics", Linear Algebra and Appl., 18(2), pp.95~138 (1977)[DOI]
- J. M. Landsberg, "Tensors: geometry and applications, Graduate Studies in Mathematics, 128" (2012)
- M. Mella, "Singularities of linear systems and the Waring problem", Trans. Amer. Math. Soc., 358(12), pp.5523~5538 (2006)[DOI]
- K. Ranestad, "On the rank of a symmetric form", J. Algebra, 346, pp.340~342 (2011)[DOI]
- N. D. Sidiropoulos, "On the uniqueness of multilinear decomposition of N-way arrays", J. Chemometrics, 14, pp.229~239 (2000)[DOI]
