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José Henrique de Morais Goulart
José Henrique de Morais Goulart
INP Toulouse / IRIT (Univ. Toulouse)
Verified email at toulouse-inp.fr - Homepage
Title
Cited by
Cited by
Year
Traffic data imputation via tensor completion based on soft thresholding of Tucker core
JHM Goulart, AY Kibangou, G Favier
Transportation Research Part C: Emerging Technologies 85, 348-362, 2017
712017
Tensor CP Decomposition with Structured Factor Matrices: Algorithms and Performance
JH de M. Goulart, M Boizard, R Boyer, G Favier, P Comon
IEEE Journal of Selected Topics in Signal Processing 10 (4), 757 - 769, 2016
582016
Efficient computation of bilinear approximations and Volterra models of nonlinear systems
PMS Burt, JH de Morais Goulart
IEEE Transactions on Signal Processing 66 (3), 804-816, 2017
322017
Alternating group lasso for block-term tensor decomposition and application to ECG source separation
JH de Morais Goulart, PMR de Oliveira, RC Farias, V Zarzoso, P Comon
IEEE Transactions on Signal Processing 68, 2682-2696, 2020
302020
A Random Matrix Perspective on Random Tensors
JHM Goulart, R Couillet, P Comon
Journal of Machine Learning Research 23 (264), 2022
202022
Efficient kernel computation for Volterra filter structure evaluation
JH de Morais Goulart, PMS Burt
IEEE Signal Processing Letters 19 (3), 135-138, 2012
162012
An algebraic solution for the Candecomp/PARAFAC decomposition with circulant factors
JHM Goulart, G Favier
SIAM Journal on Matrix Analysis and Applications 35 (4), 1543-1562, 2014
142014
COL0RME: Covariance-Based l0 Super-Resolution Microscopy with Intensity Estimation
V Stergiopoulou, JH de Morais Goulart, S Schaub, L Calatroni, ...
2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), 349-352, 2021
122021
Low-Rank Tensor Recovery using Sequentially Optimal Modal Projections in Iterative Hard Thresholding (SeMPIHT)
JHM Goulart, G Favier
SIAM Journal on Scientific Computing 39 (3), A860–A889, 2017
112017
An iterative hard thresholding algorithm with improved convergence for low-rank tensor recovery
JHM Goulart, G Favier
2015 23rd European Signal Processing Conference (EUSIPCO), 1701-1705, 2015
112015
Majorization-Minimization for Sparse Nonnegative Matrix Factorization With the -Divergence
A Marmin, JH de Morais Goulart, C Févotte
IEEE Transactions on Signal Processing 71, 1435-1447, 2023
102023
COL0RME: Super-resolution microscopy based on sparse blinking/fluctuating fluorophore localization and intensity estimation
V Stergiopoulou, L Calatroni, H de Morais Goulart, S Schaub, ...
Biological Imaging 2, e1, 2022
102022
Blind source separation in persistent atrial fibrillation electrocardiograms using block-term tensor decomposition with löwner constraints
PMR de Oliveira, JHM Goulart, CAR Fernandes, V Zarzoso
IEEE Journal of Biomedical and Health Informatics 26 (4), 1538-1548, 2021
92021
Assessment of essential information in the fourier domain to accelerate raman hyperspectral microimaging
L Coic, R Vitale, M Moreau, D Rousseau, JH de Morais Goulart, ...
Analytical Chemistry 95 (42), 15497-15504, 2023
82023
A novel non-iterative algorithm for low-multilinear-rank tensor approximation
JH de Morais Goulart, P Comon
2017 25th European Signal Processing Conference (EUSIPCO), 653-657, 2017
72017
Evaluating the potential of Volterra-PARAFAC IIR models
PMS Burt, JHM Goulart
2013 IEEE International Conference on Acoustics, Speech and Signal …, 2013
72013
Superpixels meet essential spectra for fast Raman hyperspectral microimaging
V Gilet, G Mabilleau, M Loumaigne, L Coic, R Vitale, T Oberlin, ...
Optics Express 32 (1), 932-948, 2023
62023
Joint majorization-Minimization for nonnegative matrix factorization with the β-divergence
A Marmin, JH de Morais Goulart, C Févotte
Signal Processing 209, 109048, 2023
62023
Coherence constrained alternating least squares
RC Farias, JH de Morais Goulart, P Comon
2018 26th European Signal Processing Conference (EUSIPCO), 613-617, 2018
62018
A study on tensor and matrix models for super-resolution fluorescence microscopy
JHM Goulart, L Blanc-Féraud, E Debreuve, S Schaub
2019 IEEE 8th International Workshop on Computational Advances in Multi …, 2019
52019
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Articles 1–20