154 citations · 637 across the 17 of their papers we have counts for
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stat.ML2016★ 57 cited
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…
math.SP2016★ 4 cited
On the largest multilinear singular values of higher-order tensors
Ignat Domanov, Alwin Stegeman, Lieven De Lathauwer
Let denote the largest mode- multilinear singular value of an tensor . We prove that $$ σ_1^2+\dots+σ_{n-1}^2+σ_{n+1}^2+\dots+σ_{N}…
math.AG2016★ 25 cited
Generic uniqueness of a structured matrix factorization and applications in blind source separation
Ignat Domanov, Lieven DeLathauwer
Algebraic geometry, although little explored in signal processing, provides tools that are very convenient for investigating generic properties in a wide range of applications. Gen…