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High-order CPD estimator with dimensionality reduction using a tensor train model

 Yassine Zniyed , Remy Boyer , André L. F. de Almeida , Gérard Favier
26th European Signal Processing Conference (EUSIPCO 2018), Sep 2018, Rome, Italy. ⟨10.23919/eusipco.2018.8553466⟩
Communication dans un congrès hal-01815214v1
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Tensor-Train Modeling for Mimo-OFDM Tensor Coding-and-Forwarding Relay Systems

 Yassine Zniyed , Remy Boyer , André L. F. de Almeida , Gérard Favier
EUSIPCO 2019 - 27th European Signal Processing Conference, Sep 2019, A Coruna, Spain. ⟨10.23919/eusipco.2019.8902770⟩
Communication dans un congrès hal-02146466v1

Fragility Margin of PWA Control Laws using A Hyperplane Based Binary Search Tree

 Yassine Zniyed , Sebastian Miron , Remy Boyer , David Brie
IFAC-PapersOnLine, 2022, 55 (40), pp.2340-2345. ⟨10.1109/CAMSAP45676.2019.9022651⟩
Article dans une revue hal-04494050v1
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Dictionary-based tensor-train sparse coding

 Abdelhak Boudehane , Yassine Zniyed , Arthur Tenenhaus , Laurent Le Brusquet , Remy Boyer
28th European Signal Processing Conference (EUSIPCO 2020), Jan 2021, Amsterdam, Netherlands. ⟨10.23919/eusipco47968.2020.9287587⟩
Communication dans un congrès hal-02865345v1
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Tensor Train Representation of MIMO Channels using the JIRAFE Method

 Yassine Zniyed , Remy Boyer , André L. F. de Almeida , Gérard Favier
Signal Processing, 2020, 171, ⟨10.1016/j.sigpro.2020.107479⟩
Article dans une revue hal-02436367v1
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Tensor methods for multisensor signal processing

 Sebastian Miron , Yassine Zniyed , Remy Boyer , André L F de Almeida , Gérard Favier , et al.
IET Signal Processing, 2021, 14 (10), pp.693-709. ⟨10.1049/iet-spr.2020.0373⟩
Article dans une revue hal-03024673v1
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Uniqueness of tensor train decomposition with linear dependencies

 Yassine Zniyed , Sebastian Miron , Remy Boyer , David Brie
GRETSI 2019 - XXVIIème Colloque francophone de traitement du signal et des images, Aug 2019, Lille, France
Communication dans un congrès hal-02141554v1
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Breaking the curse of dimensionality for coupled matrix-tensor factorization

 Abdelhak Boudehane , Yassine Zniyed , Arthur Tenenhaus , Laurent Le Brusquet , Remy Boyer
8th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP 2019), Dec 2019, Le Gosier, Guadeloupe. ⟨10.1109/camsap45676.2019.9022462⟩
Communication dans un congrès hal-02417126v1
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High-order tensor estimation via trains of coupled third-order CP and Tucker decompositions

 Yassine Zniyed , Remy Boyer , André L. F. de Almeida , Gérard Favier
Linear Algebra and its Applications, 2020, 588, pp.304-337. ⟨10.1016/j.laa.2019.11.005⟩
Article dans une revue hal-02354634v1
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A TT-Based Hierarchical Framework for Decomposing High-Order Tensors

 Yassine Zniyed , Remy Boyer , André L. F. de Almeida , Gérard Favier
SIAM Journal on Scientific Computing, 2020, 42 (2), pp.A822-A848. ⟨10.1137/18m1229973⟩
Article dans une revue hal-02436368v1
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Multidimensional Harmonic Retrieval Based on Vandermonde Tensor Train

 Yassine Zniyed , Remy Boyer , André L. F. de Almeida , Gérard Favier
Signal Processing, 2019, 163, ⟨10.1016/j.sigpro.2019.05.007⟩
Article dans une revue hal-02123112v1

Structured Tensor-Train Decomposition for Speeding-Up Kernel-Based Learning

 Yassine Zniyed , Ouafae Karmouda , Jérémie Boulanger , Remy Boyer , André L. F. de Almeida , et al.
Yipeng Liu. Tensors for Data Processing, Chapter 15, Elsevier, 2021, Tensors for Data Processing
Chapitre d'ouvrage hal-03264296v1
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