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researcher

L. De Lathauwer

20 papers hereh-index 172k citations44 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author5
  • last author15

Across the 20 of 20 papers where every author was matched, so the position is known.

fields
  • math.SP5
  • math.NA4
  • eess.SP3
  • math.AG3
  • cs.CC1
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20082026
most citedOn the Uniqueness of the Canonical Polyadic Decomposition of third-order tensors --- Part II: Uniqueness of the overall decomposition

154 citations · 637 across the 17 of their papers we have counts for

collaborators
Showing 2013 · math.SPShow all

3 papers · 2 filters

math.SP2013★ 120 cited

Canonical polyadic decomposition of third-order tensors: reduction to generalized eigenvalue decomposition

Ignat Domanov, Lieven De Lathauwer

Canonical Polyadic Decomposition (CPD) of a third-order tensor is decomposition in a minimal number of rank-1 tensors. We call an algorithm algebraic if it is guaranteed to find…

math.SP2013★ 154 cited

On the Uniqueness of the Canonical Polyadic Decomposition of third-order tensors --- Part II: Uniqueness of the overall decomposition

Ignat Domanov, Lieven De Lathauwer

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 over…

math.SP2013★ 118 cited

On the Uniqueness of the Canonical Polyadic Decomposition of third-order tensors --- Part I: Basic Results and Uniqueness of One Factor Matrix

Ignat Domanov, Lieven De Lathauwer

Canonical Polyadic Decomposition (CPD) of a higher-order tensor is decomposition in a minimal number of rank-1 tensors. We give an overview of existing results concerning uniquenes…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.