Border rank nonadditivity for higher order tensors

Open Access
Authors
  • M. Christandl
  • F. Gesmundo
  • M. Michałek
  • J. Zuiddam ORCID logo
Publication date 2021
Journal SIAM Journal on Matrix Analysis and Applications
Volume | Issue number 42 | 2
Pages (from-to) 503-527
Organisations
  • Faculty of Science (FNWI) - Korteweg-de Vries Institute for Mathematics (KdVI)
Abstract
Whereas matrix rank is additive under direct sum, in 1981 Schönhage showed that one of its generalizations to the tensor setting, tensor border rank, can be strictly subadditive for tensors of order three. Whether border rank is additive for higher order tensors has remained open. In this work, we settle this problem by providing analogues of Schönhage's construction for tensors of order four and higher. Schönhage's work was motivated by the study of the computational complexity of matrix multiplication; we discuss implications of our results for the asymptotic rank of higher order generalizations of the matrix multiplication tensor.
Document type Article
Note © 2021, Society for Industrial and Applied Mathematics
Language English
Published at https://doi.org/10.1137/20M1357366
Other links https://www.scopus.com/pages/publications/85105252067
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