Lieven De Lathauwer

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20142018

most citedTensor Decomposition for Signal Processing and Machine Learning

1.7k citations · 3.1k across the 3 of their papers we have counts for

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math.SP2018

On uniqueness and computation of the decomposition of a tensor into multilinear rank- $(1, L_{r}, L_{r})$ terms

Ignat Domanov, Lieven De Lathauwer

Canonical Polyadic Decomposition (CPD) represents a third-order tensor as the minimal sum of rank-1 terms. Because of its uniqueness properties the CPD has found many concrete appl…

On uniqueness and computation of the decomposition of a tensor into multilinear rank-(1,Lr​,Lr​) terms

On uniqueness and computation of the decomposition of a tensor into multilinear rank- $(1, L_{r}, L_{r})$ terms