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Stability Analysis of Multiplicative Update Algorithms and Application to Nonnegative Matrix Factorization

Roland Badeau 1 Nancy Bertin 2 Emmanuel Vincent 2
1 LTCI - Laboratoire Traitement et Communication de l'Information
2 METISS - Speech and sound data modeling and processing
IRISA - Institut de Recherche en Informatique et Systèmes Aléatoires, Inria Rennes – Bretagne Atlantique
Keywords : Convergence of numerical methods Lyapunov methods multiplicative update algorithms nonnegative matrix factorization optimization methods stability
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https://hal.inria.fr/inria-00555984
Contributor : Nancy Bertin <>
Submitted on : Friday, January 14, 2011 - 5:15:51 PM
Last modification on : Wednesday, October 14, 2020 - 1:12:52 PM

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Citation

Roland Badeau, Nancy Bertin, Emmanuel Vincent. Stability Analysis of Multiplicative Update Algorithms and Application to Nonnegative Matrix Factorization. IEEE Transactions on Neural Networks, Institute of Electrical and Electronics Engineers, 2010, 21 (12), pp.1869-1881. ⟨10.1109/TNN.2010.2076831⟩. ⟨inria-00555984⟩

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