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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…
math.AG2014★ 80 cited
Generic uniqueness conditions for the canonical polyadic decomposition and INDSCAL
Ignat Domanov, Lieven De Lathauwer
We find conditions that guarantee that a decomposition of a generic third-order tensor in a minimal number of rank- tensors (canonical polyadic decomposition (CPD)) is unique up…