Name
Abstract | ||
|---|---|---|
This paper presents algorithms for two-sided diagonalization of order-three tensors. It is another expression for joint non symmetric approximate diagonalization of a set of square matrices, say T-1, ..., T-M: We seek two non-orthogonal matrices A and B such that the products AT(m)B(T) are close to diagonal in a sense. The algorithms can be used for a block tensor decomposition and applied e.g. for tensor deconvolution and feature extraction using the convolutive model. |
Year | Venue | Keywords |
|---|---|---|
2015 | European Signal Processing Conference | Multilinear models,canonical polyadic decomposition,parallel factor analysis,block-term decomposition,joint matrix diagonalization |
Field | DocType | ISSN |
Diagonal,Approximation algorithm,Orthogonal diagonalization,Combinatorics,Tensor,Matrix (mathematics),Matrix decomposition,Deconvolution,Symmetric matrix,Mathematics | Conference | 2076-1465 |
Citations | PageRank | References |
1 | 0.37 | 13 |
Authors | ||
3 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Petr Tichavský | 1 | 341 | 41.01 |
| Anh Huy Phan | 2 | 828 | 51.60 |
| Andrzej Cichocki | 3 | 5228 | 508.42 |