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SFBS: a Forward-Backward Splitting algorithm for constrained tensor decomposition

Elaheh Sobhani , Pierre Comon , Christian Jutten , Massoud Babaie-Zadeh
2023
Pré-publication, Document de travail hal-02929348v2
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CorrIndex: a permutation invariant performance index

Elaheh Sobhani , Pierre Comon , Christian Jutten , Massoud Babaie-Zadeh
Signal Processing, 2022, 195, pp.108457. ⟨10.1016/j.sigpro.2022.108457⟩
Article dans une revue hal-03230210v2
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Data mining with tensor decompositions

Elaheh Sobhani , Pierre Comon , Massoud Babaie-Zadeh
GRETSI 2019 - XXVIIème Colloque francophone de traitement du signal et des images, Aug 2019, Lille, France
Communication dans un congrès hal-02170272v1
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Advances in Tensor Analysis with Applications in Text Mining

Elaheh Sobhani
Signal and Image processing. Université Grenoble Alpes [2020-..]; Sharif University of Technology (Tehran), 2022. English. ⟨NNT : 2022GRALT013⟩
Thèse tel-03691358v1
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Text mining with constrained tensor decomposition

Elaheh Sobhani , Pierre Comon , Christian Jutten , Massoud Babaie-Zadeh
LOD 2019 - 5th International Conference on Machine Learning, Optimization, and Data Science, Sep 2019, Certosa di Pontignano, Siena, Italy
Communication dans un congrès hal-02084803v3
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Computation of the nonnegative canonical tensor decomposition with two accelerated proximal gradient algorithms

Marouane Nazih , Khalid Minaoui , Elaheh Sobhani , Pierre Comon
Digital Signal Processing, 2022, 129 (Septembre), pp.103682. ⟨10.1016/j.dsp.2022.103682⟩
Article dans une revue hal-03233458v2
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Computation of low-rank tensor approximation under existence constraint via a forward-backward algorithm

Marouane Nazih , Khalid Minaoui , Elaheh Sobhani , Pierre Comon
Signal Processing, 2021, 188, pp.108178. ⟨10.1016/j.sigpro.2021.108178⟩
Article dans une revue hal-03149860v1