Henrique DE MORAIS GOULART
Post-doctorant Université Grenoble Alpes
Département Images et Signal
ME CONTACTER / CONTACT ME
Mail : henrique.de-morais-goulart@gipsa-lab.grenoble-inp.fr

11 rue des mathématiques
Domaine Universitaire
BP 46
38402 Saint Martin d'Hères cedex

Bureau D1132
Tél.33 (0)4 76 82 71 43
Fax : 33 (0)4 76 57 47 90
PUBLICATIONS RECENTES / RECENT PUBLICATIONS
Les derniéres publications de la collection Gipsa dans HAL

Alternating group lasso for block-term tensor decomposition with application to ECG source separation

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 with application to ECG source separation. IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, In press. ⟨ hal-01899469v3 ⟩

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. On the minimal ranks of matrix pencils and the existence of a best approximate block-term tensor decomposition. Linear Algebra and its Applications, Elsevier, 2019, 561, pp.161 - 186. ⟨ 10.1016/j.laa.2018.09.031 ⟩. ⟨ hal-01909603 ⟩

Coherence Constrained Alternating Least Squares

Rodrigo Cabral Farias, José Henrique de Morais Goulart, Pierre Comon. Coherence Constrained Alternating Least Squares. 26th European Signal Processing Conference (EUSIPCO 2018), Sep 2018, Rome, Italy. ⟨ hal-01693946v2 ⟩

Efficient Computation of Bilinear Approximations and Volterra Models of Nonlinear Systems

Phillip Mark Seymour Burt, José Henrique de Morais Goulart. Efficient Computation of Bilinear Approximations and Volterra Models of Nonlinear Systems. IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2018, 66 (3), pp.804-816. ⟨ 10.1109/TSP.2017.2777391 ⟩. ⟨ hal-01654514 ⟩

Traffic data imputation via tensor completion based on soft thresholding of Tucker core

José Henrique de Morais Goulart, Alain Kibangou, Gérard Favier. Traffic data imputation via tensor completion based on soft thresholding of Tucker core. Transportation research. Part C, Emerging technologies, Elsevier, 2017, 85, pp.348 - 362. ⟨ 10.1016/j.trc.2017.09.011 ⟩. ⟨ hal-01623213 ⟩

A general iterative imputation scheme with feedback control for tensor completion (IFCTC)

José Henrique de Morais Goulart, Gérard Favier. A general iterative imputation scheme with feedback control for tensor completion (IFCTC). XXVIème colloque GRETSI (GRETSI 2017), Sep 2017, Juan-Les-Pins, France. ⟨ hal-01590736 ⟩

A Novel Non-Iterative Algorithm for Low-Multilinear-Rank Tensor Approximation

José Henrique de Morais Goulart, Pierre Comon. A Novel Non-Iterative Algorithm for Low-Multilinear-Rank Tensor Approximation. 25th European Signal Processing Conference (EUSIPCO 2017), Aug 2017, Kos Island Greece. ⟨ hal-01531231 ⟩

Low-rank tensor recovery using sequentially optimal modal projections in iterative hard thresholding (SEMPIHT)

José Henrique de Morais Goulart, Gérard Favier. Low-rank tensor recovery using sequentially optimal modal projections in iterative hard thresholding (SEMPIHT). SIAM Journal on Scientific Computing, Society for Industrial and Applied Mathematics, 2017, 39 (3), pp.A860-A889. ⟨ 10.1137/16M1062089 ⟩. ⟨ hal-01387529v2 ⟩

Non-iterative low-multilinear-rank tensor approximation with application to decomposition in rank-(1,L,L) terms

José Henrique de Morais Goulart, Pierre Comon. Non-iterative low-multilinear-rank tensor approximation with application to decomposition in rank-(1,L,L) terms. 2017. ⟨ hal-01516167 ⟩

Tensor CP Decomposition with Structured Factor Matrices: Algorithms and Performance

José Henrique de Morais Goulart, Maxime Boizard, Rémy Boyer, Gérard Favier, Pierre Comon. Tensor CP Decomposition with Structured Factor Matrices: Algorithms and Performance. IEEE Journal of Selected Topics in Signal Processing, IEEE, 2016, 10 (4), pp.757-769. ⟨ 10.1109/JSTSP.2015.2509907 ⟩. ⟨ hal-01246855 ⟩

Grenoble Images Parole Signal Automatique laboratoire

UMR 5216 CNRS - Grenoble INP - Université Joseph Fourier - Université Stendhal