José Henrique de Morais Goulart

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 24

Top Topics

Alternating Least Squares

Tensor Decomposition

Negative Matrix Factorization

Top Venues

IEEE Trans. Signal Process.

Publications

Hugo Lebeau, Mohamed El Amine Seddik, José Henrique de Morais Goulart
Performance Gaps in Multi-view Clustering under the Nested Matrix-Tensor Model. ICLR (2024)
Hugo Lebeau, Mohamed El Amine Seddik, José Henrique de Morais Goulart
Performance Gaps in Multi-view Clustering under the Nested Matrix-Tensor Model. CoRR (2024)
Maryam Dehghan, José Henrique de Morais Goulart, André L. F. de Almeida
Low-rank multilinear filtering. Digit. Signal Process. 153 (2024)
Mohamed El Amine Seddik, Maxime Guillaud, Alexis Decurninge, José Henrique de Morais Goulart
On the Accuracy of Hotelling-Type Asymmetric Tensor Deflation: A Random Tensor Analysis. CAMSAP (2023)
Mohamed El Amine Seddik, Maxime Guillaud, Alexis Decurninge, José Henrique de Morais Goulart
On the Accuracy of Hotelling-Type Asymmetric Tensor Deflation: A Random Tensor Analysis. CoRR (2023)
Arthur Marmin, José Henrique de Morais Goulart, Cédric Févotte
Majorization-Minimization for Sparse Nonnegative Matrix Factorization With the $\beta$-Divergence. IEEE Trans. Signal Process. 71 (2023)
Mohamed El Amine Seddik, José Henrique de Morais Goulart, Maxime Guillaud
Hotelling Deflation on Large Symmetric Spiked Tensors. CoRR (2023)
Arthur Marmin, José Henrique de Morais Goulart, Cédric Févotte
Joint majorization-Minimization for nonnegative matrix factorization with the β-divergence. Signal Process. 209 (2023)
Phillip M. S. Burt, José Henrique de Morais Goulart
On the Realization of Impulse Invariant Low-Rank Volterra Kernels. IEEE Signal Process. Lett. 29 (2022)
José Henrique de Morais Goulart, Romain Couillet, Pierre Comon
A Random Matrix Perspective on Random Tensors. J. Mach. Learn. Res. 23 (2022)
Pedro Marinho R. de Oliveira, José Henrique de Morais Goulart, Carlos Alexandre R. Fernandes, Vicente Zarzoso
Blind Source Separation in Persistent Atrial Fibrillation Electrocardiograms Using Block-Term Tensor Decomposition With Löwner Constraints. IEEE J. Biomed. Health Informatics 26 (4) (2022)
Arthur Marmin, José Henrique de Morais Goulart, Cédric Févotte
Majorization-minimization for Sparse Nonnegative Matrix Factorization with the β-divergence. CoRR (2022)
José Henrique de Morais Goulart, Romain Couillet, Pierre Comon
A Random Matrix Perspective on Random Tensors. CoRR (2021)
Arthur Marmin, José Henrique de Morais Goulart, Cédric Févotte
Joint Majorization-Minimization for Nonnegative Matrix Factorization with the β-divergence. CoRR (2021)
José Henrique de Morais Goulart, Phillip M. S. Burt
Volterra kernels of bilinear systems have tensor train structure. EUSIPCO (2021)
Vasiliki Stergiopoulou, José Henrique de Morais Goulart, Sébastien Schaub, Luca Calatroni, Laure Blanc-Féraud
COL0RME: Covariance-Based l0 Super-Resolution Microscopy with Intensity Estimation. ISBI (2021)
José Henrique de Morais Goulart, Pedro Marinho R. de Oliveira, Rodrigo Cabral Farias, Vicente Zarzoso, Pierre Comon
Alternating Group Lasso for Block-Term Tensor Decomposition and Application to ECG Source Separation. IEEE Trans. Signal Process. 68 (2020)
José Henrique de Morais Goulart, Laure Blanc-Féraud, E. Debreuve, Sebastien Schaub
A Study on Tensor and Matrix Models for Super-Resolution Fluorescence Microscopy. CAMSAP (2019)
Phillip Mark Seymour Burt, José Henrique de Morais Goulart
Efficient Computation of Bilinear Approximations and Volterra Models of Nonlinear Systems. IEEE Trans. Signal Process. 66 (3) (2018)
Rodrigo Cabral Farias, José Henrique de Morais Goulart, Pierre Comon
Coherence Constrained Alternating Least Squares. EUSIPCO (2018)
José Henrique de Morais Goulart, Gérard Favier
Low-Rank Tensor Recovery using Sequentially Optimal Modal Projections in Iterative Hard Thresholding (SeMPIHT). SIAM J. Sci. Comput. 39 (3) (2017)
José Henrique de Morais Goulart, Pierre Comon
A novel non-iterative algorithm for low-multilinear-rank tensor approximation. EUSIPCO (2017)
José Henrique de Morais Goulart, Pierre Comon
On the minimal ranks of matrix pencils and the existence of a best approximate block-term tensor decomposition. CoRR (2017)
José Henrique de Morais Goulart, Maxime Boizard, Rémy Boyer, Gérard Favier, Pierre Comon
Tensor CP Decomposition With Structured Factor Matrices: Algorithms and Performance. IEEE J. Sel. Top. Signal Process. 10 (4) (2016)
José Henrique de Morais Goulart, Maxime Boizard, Rémy Boyer, Gérard Favier, Pierre Comon
Statistical efficiency of structured cpd estimation applied to Wiener-Hammerstein modeling. CoRR (2015)
José Henrique de Morais Goulart, Gérard Favier
An iterative hard thresholding algorithm with improved convergence for low-rank tensor recovery. EUSIPCO (2015)
José Henrique de Morais Goulart, Maxime Boizard, Rémy Boyer, Gérard Favier, Pierre Comon
Statistical efficiency of structured CPD estimation applied to Wiener-Hammerstein modeling. EUSIPCO (2015)
José Henrique de Morais Goulart, Gérard Favier
An Algebraic Solution for the Candecomp/PARAFAC Decomposition with Circulant Factors. SIAM J. Matrix Anal. Appl. 35 (4) (2014)
Phillip Mark Seymour Burt, José Henrique de Morais Goulart
Evaluating the potential of Volterra-PARAFAC IIR models. ICASSP (2013)
José Henrique de Morais Goulart, Phillip Mark Seymour Burt
Efficient Kernel Computation for Volterra Filter Structure Evaluation. IEEE Signal Process. Lett. 19 (3) (2012)