The Number of Singular Vector Tuples and Uniqueness of Best Rank-One Approximation of Tensors

2014/03/26 by Shmuel Friedland, Giorgio Ottaviani · 2 citations
Computer Science · Mathematics · #Matrix Theory and Algorithms #Parallel Computing and Optimization Techniques #Tensor decomposition and applications

paper · doi:10.1007/s10208-014-9194-z

openalex publication_date 2014/03/26 · crossref created 2014/03/26 · crossref issued 2014/03/27 · crossref published 2014/03/27 · crossref published-online 2014/03/27 · crossref published-print 2014/12/01 · crossref deposited 2019/08/08 · openalex created_date 2025/10/10 · crossref indexed 2026/04/22 · openalex updated_date 2026/08/02

Citations

• Most Tensor Problems Are NP-Hard
• Algorithm to find a maximum of a multilinear map over a product of\n spheres

Cited by

• CP-TT: using TT-SVD to greedily construct a Canonical Polyadic tensor approximation
• Shmuel Friedland [wikipedia]