Majorization-minimization for Sparse Nonnegative Matrix Factorization with the $\beta$-divergence
Arthur Marmin
,
José Henrique de M Goulart
,
Cédric Févotte
Article dans une revue
hal-03799264v2
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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
Article dans une revue
hal-01909603v1
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Superpixels meet essential spectra for fast Raman hyperspectral microimaging
Valentin Gilet
,
Guillaume Mabilleau
,
Matthieu Loumaigne
,
Laureen Coic
,
Raffaele Vitale
,
et al.
Article dans une revue
hal-04409250v1
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Blind Source Separation in Persistent Atrial Fibrillation Electrocardiograms Using Block-Term Tensor Decomposition with Löwner Constraints
Pedro Marinho R. de Oliveira
,
José Henrique de M Goulart
,
Carlos Alexandre Rolim Fernandes
,
Vicente Zarzoso
Article dans une revue
hal-03326486v1
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Alternating group lasso for block-term tensor decomposition with application to ECG source separation
José Henrique de Morais Goulart
,
Pedro Marinho R. de Oliveira
,
Rodrigo Cabral Farias
,
Vicente Zarzoso
,
Pierre Comon
Article dans une revue
hal-01899469v3
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Non-iterative low-multilinear-rank tensor approximation with application to decomposition in rank-(1,L,L) terms
José Henrique de Morais Goulart
,
Pierre Comon
2017
Pré-publication, Document de travail
hal-01516167v1
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Evaluating the potential of Volterra-PARAFAC IIR models
Phillip Mark Seymour Burt
,
José Henrique de Morais Goulart
38th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2013) , May 2013, Vancouver, Canada.
⟨10.1109/ICASSP.2013.6638765⟩
Communication dans un congrès
hal-01871280v1
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An iterative hard thresholding algorithm with improved convergence for low-rank tensor recovery
José Henrique de Morais Goulart
,
Gérard Favier
2015 European Signal Processing Conference (EUSIPCO 2015) , Aug 2015, Nice, France
Communication dans un congrès
hal-01132367v2
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A study on tensor and matrix models for super-resolution fluorescence microscopy
José Henrique de Morais Goulart
,
Laure Blanc-Féraud
,
Eric Debreuve
,
Sébastien Schaub
CAMSAP 2019 - IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing , Dec 2019, Le Gosier, Guadeloupe
Communication dans un congrès
hal-02309659v1
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Coherence Constrained Alternating Least Squares
Rodrigo Cabral Farias
,
José Henrique de Morais Goulart
,
Pierre Comon
Communication dans un congrès
hal-01693946v2
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Traffic data imputation via tensor completion based on soft thresholding of Tucker core
José Henrique de Morais Goulart
,
Alain Kibangou
,
Gérard Favier
Article dans une revue
hal-01623213v1
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On the realization of impulse invariant low-rank Volterra kernels
Phillip Mark Seymour Burt
,
José Henrique de M Goulart
Article dans une revue
hal-03701232v1
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On the Accuracy of Hotelling-Type Asymmetric Tensor Deflation: A Random Tensor Analysis
Mohamed El Amine Seddik
,
Maxime Guillaud
,
Alexis Decurninge
,
José Henrique de M Goulart
IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP 2023) , IEEE, Dec 2023, Los Sueños, Costa Rica. à paraître
Communication dans un congrès
hal-04271959v1
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A general iterative imputation scheme with feedback control for tensor completion (IFCTC)
José Henrique de Morais Goulart
,
Gérard Favier
GRETSI 2017 - XXVIème Colloque francophone de traitement du signal et des images , Sep 2017, Juan-Les-Pins, France
Communication dans un congrès
hal-01590736v1
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Statistical efficiency of structured cpd estimation applied to Wiener-Hammerstein modeling
José Henrique de Morais Goulart
,
Mélanie Boizard
,
Remy Boyer
,
Gérard Favier
,
Pierre Comon
EUSIPCO 2015 - 23th European Signal Processing Conference , Aug 2015, Nice, France
Communication dans un congrès
hal-01118725v2
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Efficient Kernel Computation for Volterra Filter Structure Evaluation
José Henrique de Morais Goulart
,
Phillip Mark Seymour Burt
Article dans une revue
hal-01871272v1
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Performance Gaps in Multi-view Clustering under the Nested Matrix-Tensor Model
Hugo Lebeau
,
Mohamed El Amine Seddik
,
José Henrique de M Goulart
ICLR 2024 - 12th International Conference on Learning Representations (ICLR 2024) , May 2024, Wien, Austria. pp.1-29
Communication dans un congrès
hal-04464877v1
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Low-rank tensor recovery using sequentially optimal modal projections in iterative hard thresholding (SEMPIHT)
José Henrique de Morais Goulart
,
Gérard Favier
Article dans une revue
hal-01387529v2
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An algebraic solution for the Candecomp/PARAFAC decomposition with circulant factors
José Henrique de Morais Goulart
,
Gérard Favier
SIAM Journal on Matrix Analysis and Applications , 2014, 35 (4), pp.1543-1562
Article dans une revue
hal-00967263v2
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Assessment of Essential Information in the Fourier Domain to Accelerate Raman Hyperspectral Microimaging
Laureen Coic
,
Raffaele Vitale
,
Myriam Moreau
,
David Rousseau
,
José Henrique de M Goulart
,
et al.
Article dans une revue
hal-04409213v1
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Joint Majorization-Minimization for Nonnegative Matrix Factorization with the $\beta$-divergence
Arthur Marmin
,
José Henrique de M Goulart
,
Cédric Févotte
Article dans une revue
hal-03799284v1
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A Novel Non-Iterative Algorithm for Low-Multilinear-Rank Tensor Approximation
José Henrique de Morais Goulart
,
Pierre Comon
EUSIPCO 2017 - 25th European Signal Processing Conference , Aug 2017, Kos Island, Greece
Communication dans un congrès
hal-01531231v1
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Efficient Computation of Bilinear Approximations and Volterra Models of Nonlinear Systems
Phillip Mark Seymour Burt
,
José Henrique de Morais Goulart
Article dans une revue
hal-01654514v1
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A Random Matrix Perspective on Random Tensors
José Henrique de M Goulart
,
Romain Couillet
,
Pierre Comon
Journal of Machine Learning Research , 2022, 23 (264), pp.1-36
Article dans une revue
hal-03793940v1
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Estimation of structured tensor models and recovery of low-rank tensors
José Henrique de M Goulart
Thèse
tel-01466776v1
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COL0RME: COvariance-based $\ell_0$ super-Resolution Microscopy with intensity Estimation
Vasiliki Stergiopoulou
,
José Henrique de M Goulart
,
Sébastien Schaub
,
Luca Calatroni
,
Laure Blanc-Féraud
Communication dans un congrès
hal-02979332v2
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Tensor CP Decomposition with Structured Factor Matrices: Algorithms and Performance
José Henrique de Morais Goulart
,
Mélanie Boizard
,
Remy Boyer
,
Gérard Favier
,
Pierre Comon
Article dans une revue
hal-01246855v1
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COL0RME: Super-resolution microscopy based on sparse blinking/fluctuating fluorophore localization and intensity estimation
Vasiliki Stergiopoulou
,
Luca Calatroni
,
José Henrique de M Goulart
,
Sébastien Schaub
,
Laure Blanc-Féraud
Article dans une revue
hal-03320950v2
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Hotelling Deflation on Large Symmetric Spiked Tensors
Mohamed El Amine Seddik
,
José Henrique de M Goulart
,
Maxime Guillaud
Communication dans un congrès
hal-04076864v1
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Volterra kernels of bilinear systems have tensor train structure
José Henrique de M Goulart
,
Phillip Mark Seymour Burt
29th European Signal Processing Conference (EUSIPCO 2021) , Aug 2021, Dublin, Ireland
Communication dans un congrès
hal-03233382v1
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