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José Henrique de Morais Goulart
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2020 – today
- 2024
- [j12]Maryam Dehghan, José Henrique de Morais Goulart, André L. F. de Almeida:
Low-rank multilinear filtering. Digit. Signal Process. 153: 104646 (2024) - [c10]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 - [i8]Hugo Lebeau, Mohamed El Amine Seddik, José Henrique de Morais Goulart:
Performance Gaps in Multi-view Clustering under the Nested Matrix-Tensor Model. CoRR abs/2402.10677 (2024) - 2023
- [j11]Arthur Marmin
, José Henrique de Morais Goulart
, Cédric Févotte
:
Joint majorization-Minimization for nonnegative matrix factorization with the β-divergence. Signal Process. 209: 109048 (2023) - [j10]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: 1435-1447 (2023) - [c9]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: 221-225 - [i7]Mohamed El Amine Seddik, José Henrique de Morais Goulart
, Maxime Guillaud:
Hotelling Deflation on Large Symmetric Spiked Tensors. CoRR abs/2304.10248 (2023) - [i6]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 abs/2310.18717 (2023) - 2022
- [j9]José Henrique de Morais Goulart, Romain Couillet, Pierre Comon:
A Random Matrix Perspective on Random Tensors. J. Mach. Learn. Res. 23: 264:1-264:36 (2022) - [j8]Phillip M. S. Burt
, José Henrique de Morais Goulart
:
On the Realization of Impulse Invariant Low-Rank Volterra Kernels. IEEE Signal Process. Lett. 29: 1492-1496 (2022) - [j7]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): 1538-1548 (2022) - [i5]Arthur Marmin, José Henrique de Morais Goulart, Cédric Févotte:
Majorization-minimization for Sparse Nonnegative Matrix Factorization with the β-divergence. CoRR abs/2207.06316 (2022) - 2021
- [c8]José Henrique de Morais Goulart
, Phillip M. S. Burt
:
Volterra kernels of bilinear systems have tensor train structure. EUSIPCO 2021: 1070-1074 - [c7]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: 349-352 - [i4]Arthur Marmin, José Henrique de Morais Goulart, Cédric Févotte:
Joint Majorization-Minimization for Nonnegative Matrix Factorization with the β-divergence. CoRR abs/2106.15214 (2021) - [i3]José Henrique de Morais Goulart, Romain Couillet, Pierre Comon:
A Random Matrix Perspective on Random Tensors. CoRR abs/2108.00774 (2021) - 2020
- [j6]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: 2682-2696 (2020)
2010 – 2019
- 2019
- [c6]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: 321-325 - 2018
- [j5]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): 804-816 (2018) - [c5]Rodrigo Cabral Farias
, José Henrique de Morais Goulart
, Pierre Comon:
Coherence Constrained Alternating Least Squares. EUSIPCO 2018: 613-617 - 2017
- [j4]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) - [c4]José Henrique de Morais Goulart
, Pierre Comon:
A novel non-iterative algorithm for low-multilinear-rank tensor approximation. EUSIPCO 2017: 653-657 - [i2]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 abs/1712.05742 (2017) - 2016
- [j3]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): 757-769 (2016) - 2015
- [c3]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: 948-952 - [c2]José Henrique de Morais Goulart
, Gérard Favier:
An iterative hard thresholding algorithm with improved convergence for low-rank tensor recovery. EUSIPCO 2015: 1701-1705 - [i1]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 abs/1502.06777 (2015) - 2014
- [j2]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): 1543-1562 (2014) - 2013
- [c1]Phillip Mark Seymour Burt
, José Henrique de Morais Goulart
:
Evaluating the potential of Volterra-PARAFAC IIR models. ICASSP 2013: 5745-5749 - 2012
- [j1]José Henrique de Morais Goulart
, Phillip Mark Seymour Burt
:
Efficient Kernel Computation for Volterra Filter Structure Evaluation. IEEE Signal Process. Lett. 19(3): 135-138 (2012)
Coauthor Index
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last updated on 2024-08-08 19:15 CEST by the dblp team
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