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Found 4 papers, 0 papers with code
A Coupled Random Projection Approach to Large-Scale Canonical Polyadic Decomposition
We propose a novel algorithm for the computation of canonical polyadic decomposition (CPD) of large-scale tensors.
Double Coupled Canonical Polyadic Decomposition for Joint Blind Source Separation
We show how, by using second-order multi-set statistics in J-BSS, a specific double coupled canonical polyadic decomposition (DC-CPD) problem can be formulated.
Generalized Non-orthogonal Joint Diagonalization with LU Decomposition and Successive Rotations
Non-orthogonal joint diagonalization (NJD) free of prewhitening has been widely studied in the context of blind source separation (BSS) and array signal processing, etc.
Combined Independent Component Analysis and Canonical Polyadic Decomposition via Joint Diagonalization
Recently, there has been a trend to combine independent component analysis and canonical polyadic decomposition (ICA-CPD) for an enhanced robustness for the computation of CPD, and ICA-CPD could be further converted into CPD of a 5th-order partially symmetric tensor, by calculating the eigenmatrices of the 4th-order cumulant slices of a trilinear mixture.
