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Communication Dans Un Congrès Année : 2019

Data mining with tensor decompositions

Résumé

ext mining is addressed by identifying multiview models. Following the recent works of A.Anandkumar, we show that the algorithms previously proposed exhibit important drawbacks. The algorithm subsequently proposed permits to decompose a nonnegative tensor built with sample joint probabilities. It compares favorably to the former on synthetically generated data sets.
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Dates et versions

hal-02170272 , version 1 (01-07-2019)

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  • HAL Id : hal-02170272 , version 1

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Elaheh Sobhani, Pierre Comon, Massoud Babaie-Zadeh. Data mining with tensor decompositions. GRETSI 2019 - XXVIIème Colloque francophone de traitement du signal et des images, Aug 2019, Lille, France. ⟨hal-02170272⟩
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