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Performance bounds for coupled CP model in the framework of hyperspectral super-resolution

Clémence Prevost , Konstantin Usevich , Pierre Comon , Martin Haardt , David Brie et al.
CAMSAP 2019 - 8th IEEE workshop on Computational Advances in Multi-Sensor Adaptive Processing, Dec 2019, Le Gosier, Guadeloupe, France. ⟨10.1109/CAMSAP45676.2019.9022504⟩
Conference papers hal-02303132v2
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Fourier could be a Data Scientist: from Graph Fourier Transform to Signal Processing on Graphs

Benjamin Ricaud , Pierre Borgnat , Nicolas Tremblay , Paulo Gonçalves , Pierre Vandergheynst et al.
Comptes Rendus. Physique, 2019, pp.474-488. ⟨10.1016/j.crhy.2019.08.003⟩
Journal articles hal-02304584v1
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On approximate diagonalization of third order symmetric tensors by orthogonal transformations

Jianze Li , Konstantin Usevich , Pierre Comon
Linear Algebra and its Applications, 2019, 576, pp.324-351. ⟨10.1016/j.laa.2019.03.006⟩
Journal articles hal-02092389v1
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Hybrid Frequency and Phase-Shift Keying Modulation for Energy Efficient Optical Wireless Systems

Ali Waqar Azim , Yannis Le Guennec , Laurent Ros
IEEE Wireless Communications Letters, 2019, pp.1-4. ⟨10.1109/LWC.2019.2954832⟩
Journal articles hal-02383633v1
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Modélisation de l'ambiguïté d'une multi-stabilité visuelle

Kevin Parisot , Alan Chauvin , Ronald Phlypo , Steeve Zozor
GRETSI 2019 - XXVIIème Colloque francophone de traitement du signal et des images, Aug 2019, Lille, France
Conference papers hal-02325594v2

Estimation of Widely Factorizable Hypercomplex Signals with Uncertain Observations

R. Fernandez-Alcala , J. Jimenez-Lepez , J. Navarro-Moreno , J. Ruiz-Molina , Nicolas Le Bihan et al.
ICASSP 2019 - IEEE International Conference on Acoustics, Speech and Signal Processing, May 2019, Brighton, United Kingdom. pp.8504-8508, ⟨10.1109/ICASSP.2019.8683146⟩
Conference papers hal-02346547v1
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Coupled tensor low-rank multilinear approximation for hyperspectral super-resolution

Clémence Prévost , Konstantin Usevich , Pierre Comon , David Brie
ICASSP 2019 - IEEE International Conference on Acoustics, Speech and Signal Processing, May 2019, Brighton, United Kingdom. ⟨10.1109/ICASSP.2019.8683619⟩
Conference papers hal-02025385v1
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Improved Estimation of the Distance between Covariance Matrices

Malik Tiomoko , Romain Couillet , Eric Moisan , Steeve Zozor
ICASSP 2019 - IEEE International Conference on Acoustics, Speech and Signal Processing, May 2019, Brighton, United Kingdom. pp.7445-7449, ⟨10.1109/ICASSP.2019.8682621⟩
Conference papers hal-02355321v1
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Random matrix-improved estimation of covariance matrix distances

Romain Couillet , Malik Tiomoko , Steeve Zozor , Eric Moisan
Journal of Multivariate Analysis, 2019, 174, pp.104531. ⟨10.1016/j.jmva.2019.06.009⟩
Journal articles hal-02355223v1
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Second-order autoregressive model-based Kalman filter for the estimation of a slow fading channel described by the Clarke model: Optimal tuning and interpretation

Ali Houssam El Husseini , Eric Pierre Simon , Laurent Ros
Digital Signal Processing, 2019, 90, pp.125-141. ⟨10.1016/j.dsp.2019.04.008⟩
Journal articles hal-02112635v1
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Modulation économe en énergie pour les Communications en Lumière Visible dans le cadre de l'Internet des Objets

Ali Waqar Azim , Antoine Rullier , Yannis Le Guennec , Laurent Ros , Ghislaine Maury et al.
GRETSI 2019 - XXVIIème Colloque francophone de traitement du signal et des images, Aug 2019, Lille, France
Conference papers hal-02304565v1

On the minimal ranks of matrix pencils and the existence of a best approximate block-term tensor decomposition

José Henrique de Morais Goulart , Pierre Comon
Linear Algebra and its Applications, 2019, 561, pp.161 - 186. ⟨10.1016/j.laa.2018.09.031⟩
Journal articles hal-01909603v1
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Study of OFDM Precoded Filter-Bank Waveforms

David Demmer , Rostom Zakaria , Robin Gerzaguet , Jean-Baptiste Doré , Didier Le Ruyet et al.
IEEE Transactions on Wireless Communications, 2019, 18 (6), pp.2889-2902. ⟨10.1109/TWC.2018.2886886⟩
Journal articles hal-02470207v1
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A Large Scale Analysis of Logistic Regression: Asymptotic Performance and New Insights

Xiaoyi Mai , Zhenyu Liao , Romain Couillet
ICASSP 2019 - IEEE International Conference on Acoustics, Speech and Signal Processing, May 2019, Brighton, United Kingdom. ⟨10.1109/ICASSP.2019.8683376⟩
Conference papers hal-02139980v1
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Path-connectedness of tensor ranks

Yang Qi , Pierre Comon , Lek-Heng Lim , Ke Ye
EUSIPCO 2019 - 27th European Signal Processing Conference, Sep 2019, A Coruna, Spain. ⟨10.23919/EUSIPCO.2019.8903027⟩
Conference papers hal-02121152v1
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A kernel random matrix-based approach for sparse PCA

Mohamed El Amine Seddik , Mohamed Tamaazousti , Romain Couillet
ICLR 2019 - International Conference on Learning Representations, May 2019, New Orleans, United States
Conference papers hal-02971198v1
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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
Conference papers hal-02170272v1
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Classification spectrale par la laplacienne déformée dans des graphes réalistes

Lorenzo Dall'Amico , Romain Couillet , Nicolas Tremblay
GRETSI 2019 - XXVIIème Colloque francophone de traitement du signal et des images, Aug 2019, Lille, France
Conference papers hal-02153901v1
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Estimation of Covariance Matrix Distances in the High Dimension Low Sample Size Regime

Malik Tiomoko , Romain Couillet
CAMSAP 2019 - 8th IEEE workshop on Computational Advances in Multi-Sensor Adaptive Processing, Dec 2019, Le Gosier, Guadeloupe, France. pp.341-345, ⟨10.1109/CAMSAP45676.2019.9022663⟩
Conference papers hal-02965834v1
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Recursive algorithm for estimation of mixture models on Riemannian symmetric space

Jialun Zhou , Nicolas Le Bihan , Salem Said
GRETSI 2019 - XXVIIème Colloque francophone de traitement du signal et des images, Aug 2019, Lille, France
Conference papers hal-02927638v1
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Reconnaissance de plusieurs composés chimiques à l’aide d’un robot équipé d’un nez électronique

Pierre Maho , Carlos Leonardo Dolcinotti , Thierry Livache , Cyril Herrier , Anton Andreev et al.
GRETSI 2019 - XXVIIème Colloque francophone de traitement du signal et des images, Aug 2019, Lille, France
Conference papers hal-02180373v1
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Determinantal Point Processes for Coresets

Nicolas Tremblay , Simon Barthelme , Pierre-Olivier Amblard
Journal of Machine Learning Research, 2019
Journal articles hal-01741533v2
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Performance analysis of precoded layered ACO-OFDM for visible light communication systems

Ali Waqar Azim , Yannis Le Guennec , Ghislaine Maury
Optics Communications, 2019, 440, pp.49-60. ⟨10.1016/j.optcom.2019.02.008⟩
Journal articles hal-02020424v1
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Energy Efficient M -ary Frequency-Shift Keying based Modulation Techniques for Visible Light Communication

Ali Waqar Azim , Antoine Rullier , Yannis Le Guennec , Laurent Ros , Ghislaine Maury et al.
IEEE Transactions on Cognitive Communications and Networking, 2019, ⟨10.1109/TCCN.2019.2940260⟩
Journal articles hal-02306368v1
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Documentation interne V1

Imane Lemammer
2019
Preprints, Working Papers, ... hal-02058906v1
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GreenOFDM a new method for OFDM PAPR reduction : application to the Internet of Things energy saving

Jorge Gulfo Monsalve
Signal and Image processing. Université Grenoble Alpes, 2019. English. ⟨NNT : 2019GREAT106⟩
Theses tel-02894935v1
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Tensor decompositions: principles and application to food sciences

Jérémy E Cohen , Rasmus Bro , Pierre Comon
2019
Preprints, Working Papers, ... hal-03367935v1
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Reconstruction et caractérisation des polarisations d'une onde gravitationnelle

Fangchen Feng , Julien Flamant , Pierre Chainais , Eric Chassande-Mottin , Nicolas Le Bihan et al.
GRETSI 2019 - XXVIIème Colloque francophone de traitement du signal et des images, Aug 2019, Lille, France
Conference papers hal-02410728v1
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Revisiting the Bethe-Hessian: Improved Community Detection in Sparse Heterogeneous Graphs

Lorenzo Dall'Amico , Romain Couillet , Nicolas Tremblay
NeurIPS 2019 - 33rd Conference on Neural Information Processing Systems, Dec 2019, Vancouver, Canada
Conference papers hal-02429525v1
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Revisiting and improving semi-supervised learning: a large dimensional approach

Xiaoyi Mai , Romain Couillet
ICASSP 2019 - IEEE International Conference on Acoustics, Speech and Signal Processing, May 2019, Brighton, United Kingdom. ⟨10.1109/ICASSP.2019.8683378⟩
Conference papers hal-02139979v1