José Henrique de Morais Goulart

According to our database, José Henrique de Morais Goulart authored at least 25 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Low-rank multilinear filtering.

Maryam Dehghan, José Henrique de Morais Goulart, André L. F. de Almeida

Digit. Signal Process., 2024

Performance Gaps in Multi-view Clustering under the Nested Matrix-Tensor Model.

Hugo Lebeau, Mohamed El Amine Seddik, José Henrique de Morais Goulart

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Majorization-Minimization for Sparse Nonnegative Matrix Factorization With the $\beta$-Divergence.

Arthur Marmin, José Henrique de Morais Goulart, Cédric Févotte

IEEE Trans. Signal Process., 2023

Joint majorization-Minimization for nonnegative matrix factorization with the β-divergence.

Arthur Marmin, José Henrique de Morais Goulart, Cédric Févotte

Signal Process., 2023

Hotelling Deflation on Large Symmetric Spiked Tensors.

Mohamed El Amine Seddik, José Henrique de Morais Goulart, Maxime Guillaud

CoRR, 2023

On the Accuracy of Hotelling-Type Asymmetric Tensor Deflation: A Random Tensor Analysis.

Mohamed El Amine Seddik, Maxime Guillaud, Alexis Decurninge, José Henrique de Morais Goulart

Proceedings of the 9th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2023

2022

Blind Source Separation in Persistent Atrial Fibrillation Electrocardiograms Using Block-Term Tensor Decomposition With Löwner Constraints.

Pedro Marinho R. de Oliveira, José Henrique de Morais Goulart, Carlos Alexandre R. Fernandes, Vicente Zarzoso

IEEE J. Biomed. Health Informatics, 2022

On the Realization of Impulse Invariant Low-Rank Volterra Kernels.

Phillip M. S. Burt, José Henrique de Morais Goulart

IEEE Signal Process. Lett., 2022

A Random Matrix Perspective on Random Tensors.

José Henrique de Morais Goulart, Romain Couillet, Pierre Comon

J. Mach. Learn. Res., 2022

Majorization-minimization for Sparse Nonnegative Matrix Factorization with the β-divergence.

Arthur Marmin, José Henrique de Morais Goulart, Cédric Févotte

CoRR, 2022

2021

COL0RME: Covariance-Based l0 Super-Resolution Microscopy with Intensity Estimation.

Vasiliki Stergiopoulou, José Henrique de Morais Goulart, Sébastien Schaub, Luca Calatroni, Laure Blanc-Féraud

Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

Volterra kernels of bilinear systems have tensor train structure.

José Henrique de Morais Goulart, Phillip M. S. Burt

Proceedings of the 29th European Signal Processing Conference, 2021

2020

Alternating Group Lasso for Block-Term Tensor Decomposition and Application to ECG Source Separation.

José Henrique de Morais Goulart, Pedro Marinho R. de Oliveira, Rodrigo Cabral Farias, Vicente Zarzoso, Pierre Comon

IEEE Trans. Signal Process., 2020

2019

A Study on Tensor and Matrix Models for Super-Resolution Fluorescence Microscopy.

José Henrique de Morais Goulart, Laure Blanc-Féraud, E. Debreuve, Sebastien Schaub

Proceedings of the 8th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2019

2018

Efficient Computation of Bilinear Approximations and Volterra Models of Nonlinear Systems.

Phillip Mark Seymour Burt, José Henrique de Morais Goulart

IEEE Trans. Signal Process., 2018

Coherence Constrained Alternating Least Squares.

Rodrigo Cabral Farias, José Henrique de Morais Goulart, Pierre Comon

Proceedings of the 26th European Signal Processing Conference, 2018

2017

Low-Rank Tensor Recovery using Sequentially Optimal Modal Projections in Iterative Hard Thresholding (SeMPIHT).

José Henrique de Morais Goulart, Gérard Favier

SIAM J. Sci. Comput., 2017

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

CoRR, 2017

A novel non-iterative algorithm for low-multilinear-rank tensor approximation.

José Henrique de Morais Goulart, Pierre Comon

Proceedings of the 25th European Signal Processing Conference, 2017

2016

Tensor CP Decomposition With Structured Factor Matrices: Algorithms and Performance.

José Henrique de Morais Goulart, Maxime Boizard, Rémy Boyer, Gérard Favier, Pierre Comon

IEEE J. Sel. Top. Signal Process., 2016

2015

An iterative hard thresholding algorithm with improved convergence for low-rank tensor recovery.

José Henrique de Morais Goulart, Gérard Favier

Proceedings of the 23rd European Signal Processing Conference, 2015

Statistical efficiency of structured CPD estimation applied to Wiener-Hammerstein modeling.

José Henrique de Morais Goulart, Maxime Boizard, Rémy Boyer, Gérard Favier, Pierre Comon

Proceedings of the 23rd European Signal Processing Conference, 2015

2014

An Algebraic Solution for the Candecomp/PARAFAC Decomposition with Circulant Factors.

José Henrique de Morais Goulart, Gérard Favier

SIAM J. Matrix Anal. Appl., 2014

2013

Evaluating the potential of Volterra-PARAFAC IIR models.

Phillip Mark Seymour Burt, José Henrique de Morais Goulart

Proceedings of the IEEE International Conference on Acoustics, 2013

2012

Efficient Kernel Computation for Volterra Filter Structure Evaluation.

José Henrique de Morais Goulart, Phillip Mark Seymour Burt

IEEE Signal Process. Lett., 2012