José Henrique de Morais Goulart
José Henrique de Morais Goulart
INP Toulouse / IRIT (Univ. Toulouse)
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Zitiert von
Zitiert von
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
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
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
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
Efficient kernel computation for Volterra filter structure evaluation
JH de Morais Goulart, PMS Burt
IEEE Signal Processing Letters 19 (3), 135-138, 2012
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
A Random Matrix Perspective on Random Tensors
JHM Goulart, R Couillet, P Comon
Journal of Machine Learning Research 23 (264), 2022
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
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
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
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
Evaluating the potential of Volterra-PARAFAC IIR models
PMS Burt, JHM Goulart
2013 IEEE International Conference on Acoustics, Speech and Signal …, 2013
Majorization-minimization for Sparse Nonnegative Matrix Factorization with the -divergence
A Marmin, JH de Morais Goulart, C Févotte
IEEE Transactions on Signal Processing, 2023
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
Coherence constrained alternating least squares
RC Farias, JH de Morais Goulart, P Comon
2018 26th European Signal Processing Conference (EUSIPCO), 613-617, 2018
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
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
Statistical efficiency of structured CPD estimation applied to Wiener-Hammerstein modeling
JHM Goulart, M Boizard, R Boyer, G Favier, P Comon
Signal Processing Conference (EUSIPCO), 2015 23rd European, 948-952, 2015
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
Joint majorization-Minimization for nonnegative matrix factorization with the β-divergence
A Marmin, JH de Morais Goulart, C Févotte
Signal Processing 209, 109048, 2023
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