239 citations · 551 across the 25 of their papers we have counts for
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math.NA2014★ 2 cited
Consensus-based In-Network Computation of the PARAFAC Decomposition
Alain Y. Kibangou, André L. F. de Almeida
In this work, we present a new approach for the distributed computation of the PARAFAC decomposition of a third-order tensor across a network of collaborating nodes. We are interes…
math.NA2014★ 64 cited
Overview of Constrained PARAFAC Models
Gérard Favier, André L. F. de Almeida
In this paper, we present an overview of constrained PARAFAC models where the constraints model linear dependencies among columns of the factor matrices of the tensor decomposition…