José Henrique de Morais Goulart

33 papers A* 1Misc 1Journal 22Unranked 9
YearRankTypeTitle / Venue / Authors
2025 J jnl
Online Simplex-Structured Matrix Factorization.
IEEE Signal Process. Lett.
Hugues Kouakou, José Henrique de Morais Goulart, Raffaele Vitale, Thomas Oberlin, David Rousseau, Cyril Ruckebusch, Nicolas Dobigeon
2025 J jnl
Whitening Spherical Gaussian Mixtures in the Large-Dimensional Regime.
CoRR
Mohammed Racim Moussa Boudjemaa, Alper Kalle, Xiaoyi Mai, José Henrique de Morais Goulart, Cédric Févotte
2024 J jnl
Low-rank multilinear filtering.
Digit. Signal Process.
Maryam Dehghan, José Henrique de Morais Goulart, André L. F. de Almeida
2024 — conf
On-the-Fly Spectral Unmixing for Real-Time Hyperspectral Data Analysis.
WHISPERS
Hugues Kouakou, José Henrique de Morais Goulart, Raffaele Vitale, Thomas Oberlin, David Rousseau, Cyril Ruckebusch, Nicolas Dobigeon
2024 A* conf
Performance Gaps in Multi-view Clustering under the Nested Matrix-Tensor Model.
ICLR
Hugo Lebeau, Mohamed El Amine Seddik, José Henrique de Morais Goulart
2024 J jnl
Performance Gaps in Multi-view Clustering under the Nested Matrix-Tensor Model.
CoRR
Hugo Lebeau, Mohamed El Amine Seddik, José Henrique de Morais Goulart
2023 J jnl
Hotelling Deflation on Large Symmetric Spiked Tensors.
CoRR
Mohamed El Amine Seddik, José Henrique de Morais Goulart, Maxime Guillaud
2023 J jnl
Joint majorization-Minimization for nonnegative matrix factorization with the β-divergence.
Signal Process.
Arthur Marmin, José Henrique de Morais Goulart, Cédric Févotte
2023 J jnl
Majorization-Minimization for Sparse Nonnegative Matrix Factorization With the $\beta$-Divergence.
IEEE Trans. Signal Process.
Arthur Marmin, José Henrique de Morais Goulart, Cédric Févotte
2023 — conf
On the Accuracy of Hotelling-Type Asymmetric Tensor Deflation: A Random Tensor Analysis.
CAMSAP
Mohamed El Amine Seddik, Maxime Guillaud, Alexis Decurninge, José Henrique de Morais Goulart
2023 J jnl
On the Accuracy of Hotelling-Type Asymmetric Tensor Deflation: A Random Tensor Analysis.
CoRR
Mohamed El Amine Seddik, Maxime Guillaud, Alexis Decurninge, José Henrique de Morais Goulart
2022 J jnl
A Random Matrix Perspective on Random Tensors.
J. Mach. Learn. Res.
José Henrique de Morais Goulart, Romain Couillet, Pierre Comon
2022 J jnl
Blind Source Separation in Persistent Atrial Fibrillation Electrocardiograms Using Block-Term Tensor Decomposition With Löwner Constraints.
IEEE J. Biomed. Health Informatics
Pedro Marinho R. de Oliveira, José Henrique de Morais Goulart, Carlos Alexandre R. Fernandes, Vicente Zarzoso
2022 J jnl
Majorization-minimization for Sparse Nonnegative Matrix Factorization with the β-divergence.
CoRR
Arthur Marmin, José Henrique de Morais Goulart, Cédric Févotte
2022 J jnl
On the Realization of Impulse Invariant Low-Rank Volterra Kernels.
IEEE Signal Process. Lett.
Phillip M. S. Burt, José Henrique de Morais Goulart
2021 J jnl
A Random Matrix Perspective on Random Tensors.
CoRR
José Henrique de Morais Goulart, Romain Couillet, Pierre Comon
2021 — conf
COL0RME: Covariance-Based l0 Super-Resolution Microscopy with Intensity Estimation.
ISBI
Vasiliki Stergiopoulou, José Henrique de Morais Goulart, Sébastien Schaub, Luca Calatroni, Laure Blanc-Féraud
2021 J jnl
Joint Majorization-Minimization for Nonnegative Matrix Factorization with the β-divergence.
CoRR
Arthur Marmin, José Henrique de Morais Goulart, Cédric Févotte
2021 — conf
Volterra kernels of bilinear systems have tensor train structure.
EUSIPCO
José Henrique de Morais Goulart, Phillip M. S. Burt
2020 J jnl
Alternating Group Lasso for Block-Term Tensor Decomposition and Application to ECG Source Separation.
IEEE Trans. Signal Process.
José Henrique de Morais Goulart, Pedro Marinho R. de Oliveira, Rodrigo Cabral Farias, Vicente Zarzoso, Pierre Comon
2019 — conf
A Study on Tensor and Matrix Models for Super-Resolution Fluorescence Microscopy.
CAMSAP
José Henrique de Morais Goulart, Laure Blanc-Féraud, E. Debreuve, Sebastien Schaub
2018 — conf
Coherence Constrained Alternating Least Squares.
EUSIPCO
Rodrigo Cabral Farias, José Henrique de Morais Goulart, Pierre Comon
2018 J jnl
Efficient Computation of Bilinear Approximations and Volterra Models of Nonlinear Systems.
IEEE Trans. Signal Process.
Phillip Mark Seymour Burt, José Henrique de Morais Goulart
2017 — conf
A novel non-iterative algorithm for low-multilinear-rank tensor approximation.
EUSIPCO
José Henrique de Morais Goulart, Pierre Comon
2017 J jnl
Low-Rank Tensor Recovery using Sequentially Optimal Modal Projections in Iterative Hard Thresholding (SeMPIHT).
SIAM J. Sci. Comput.
José Henrique de Morais Goulart, Gérard Favier
2017 J jnl
On the minimal ranks of matrix pencils and the existence of a best approximate block-term tensor decomposition.
CoRR
José Henrique de Morais Goulart, Pierre Comon
2016 J jnl
Tensor CP Decomposition With Structured Factor Matrices: Algorithms and Performance.
IEEE J. Sel. Top. Signal Process.
José Henrique de Morais Goulart, Maxime Boizard, Rémy Boyer, Gérard Favier, Pierre Comon
2015 — conf
An iterative hard thresholding algorithm with improved convergence for low-rank tensor recovery.
EUSIPCO
José Henrique de Morais Goulart, Gérard Favier
2015 — conf
Statistical efficiency of structured CPD estimation applied to Wiener-Hammerstein modeling.
EUSIPCO
José Henrique de Morais Goulart, Maxime Boizard, Rémy Boyer, Gérard Favier, Pierre Comon
2015 J jnl
Statistical efficiency of structured cpd estimation applied to Wiener-Hammerstein modeling.
CoRR
José Henrique de Morais Goulart, Maxime Boizard, Rémy Boyer, Gérard Favier, Pierre Comon
2014 J jnl
An Algebraic Solution for the Candecomp/PARAFAC Decomposition with Circulant Factors.
SIAM J. Matrix Anal. Appl.
José Henrique de Morais Goulart, Gérard Favier
2013 Misc conf
Evaluating the potential of Volterra-PARAFAC IIR models.
ICASSP
Phillip Mark Seymour Burt, José Henrique de Morais Goulart
2012 J jnl
Efficient Kernel Computation for Volterra Filter Structure Evaluation.
IEEE Signal Process. Lett.
José Henrique de Morais Goulart, Phillip Mark Seymour Burt