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
59 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
57 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
29 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
24 2020 Efficient kernel computation for Volterra filter structure evaluation JH de Morais Goulart, PMS Burt
IEEE Signal Processing Letters 19 (3), 135-138, 2012
16 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
15 2014 A Random Matrix Perspective on Random Tensors JHM Goulart, R Couillet, P Comon
Journal of Machine Learning Research 23 (264), 2022
14 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
12 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
11 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
11 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
9 2022 Evaluating the potential of Volterra-PARAFAC IIR models PMS Burt, JHM Goulart
2013 IEEE International Conference on Acoustics, Speech and Signal …, 2013
9 2013 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
7 2021 Coherence constrained alternating least squares RC Farias, JH de Morais Goulart, P Comon
2018 26th European Signal Processing Conference (EUSIPCO), 613-617, 2018
6 2018 Majorization-minimization for Sparse Nonnegative Matrix Factorization with the -divergence A Marmin, JH de Morais Goulart, C Févotte
IEEE Transactions on Signal Processing, 2023
5 2023 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
5 2019 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
5 2017 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
5 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
3 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
3 2023