57 citations · 101 across the 4 of their papers we have counts for
4 papers
A Coupled Random Projection Approach to Large-Scale Canonical Polyadic Decomposition
Lu-Ming Wang, Ya-Nan Wang, Xiao-Feng Gong +2
We propose a novel algorithm for the computation of canonical polyadic decomposition (CPD) of large-scale tensors. The proposed algorithm generalizes the random projection (RAP) te…
Double Coupled Canonical Polyadic Decomposition for Joint Blind Source Separation
Xiao-Feng Gong, Qiu-Hua Lin, Feng-Yu Cong +1
Joint blind source separation (J-BSS) is an emerging data-driven technique for multi-set data-fusion. In this paper, J-BSS is addressed from a tensorial perspective. We show how, b…
Generalized Non-orthogonal Joint Diagonalization with LU Decomposition and Successive Rotations
Xiao-Feng Gong, Xiu-Lin Wang, Qiu-Hua Lin
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. However, N…
Combined Independent Component Analysis and Canonical Polyadic Decomposition via Joint Diagonalization
Xiao-Feng Gong, Cheng-Yuan Wang, Ya-Na Hao +1
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…