Pierre COMON
Directeur de Recherche CNRS
Equipe Communication and Information in Complex Systems
Département Images et Signal
ME CONTACTER / CONTACT ME
Mail : pierre.comon@gipsa-lab.grenoble-inp.fr

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

Bureau D1112
Tél.33 (0)4 76 82 62 71
Fax : 33 (0)4 76 57 47 90
PUBLICATIONS RECENTES / RECENT PUBLICATIONS
Les derniéres publications de la collection Gipsa dans HAL

Text mining with constrained tensor decomposition

Elaheh Sobhani, Pierre Comon, Christian Jutten, Massoud Babaie-Zadeh. Text mining with constrained tensor decomposition. Fifth International Conference on Machine Learning, Optimization, and Data Science (LOD), Sep 2019, Certosa di Pontignano, Siena, Italy, France. ⟨hal-02084803v3⟩

On approximate diagonalization of third order symmetric tensors by orthogonal transformations

Jianze Li, Konstantin Usevich, Pierre Comon. On approximate diagonalization of third order symmetric tensors by orthogonal transformations. Linear Algebra and its Applications, Elsevier, 2019, 576, pp.324-351. ⟨10.1016/j.laa.2019.03.006⟩. ⟨hal-02092389⟩

Data mining with tensor decompositions

Elaheh Sobhani, Pierre Comon, Massoud Babaie-Zadeh. Data mining with tensor decompositions. GRETSI, Aug 2019, Lille, France. ⟨hal-02170272⟩

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. 2019. ⟨hal-01899469v2⟩

Approximate matrix and tensor diagonalization by unitary transformations: convergence of Jacobi-type algorithms

Konstantin Usevich, Jianze Li, Pierre Comon. Approximate matrix and tensor diagonalization by unitary transformations: convergence of Jacobi-type algorithms. 2019. ⟨hal-01998900v2⟩

Olfactive robot for gas discrimination over several months using a new optoelectronic nose

Pierre Maho, Carlos Dolcinotti, Thierry Livache, Cyril Herrier, Anton Andreev, et al.. Olfactive robot for gas discrimination over several months using a new optoelectronic nose. 18th International Symposium on Olfaction and Electronic Nose, May 2019, Fukuoka, Japan. ⟨hal-02067954⟩

Coupled tensor low-rank multilinear approximation for hyperspectral super-resolution

Clémence Prévost, Konstantin Usevich, Pierre Comon, David Brie. Coupled tensor low-rank multilinear approximation for hyperspectral super-resolution. 44th IEEE International Conference on Acoustics Speech and Signal Processing, ICASSP 2019, May 2019, Brighton, United Kingdom. ⟨hal-02025385⟩

Nonlocal Coupled Tensor CP Decomposition for Hyperspectral and Multispectral Image Fusion

Yang Xu, Zebin Wu, Jocelyn Chanussot, Pierre Comon, Zhihui Wei. Nonlocal Coupled Tensor CP Decomposition for Hyperspectral and Multispectral Image Fusion. 2019. ⟨hal-02123922⟩

Path-connectedness of tensor ranks

Yang Qi, Pierre Comon, Lek-Heng Lim, Ke Ye. Path-connectedness of tensor ranks. 2019. ⟨hal-02121152⟩

Hyperspectral Super-Resolution with Coupled Tucker Approximation: Recoverability and SVD-based algorithms

Clémence Prévost, Konstantin Usevich, Pierre Comon, David Brie. Hyperspectral Super-Resolution with Coupled Tucker Approximation: Recoverability and SVD-based algorithms. 2019. ⟨hal-01911969v3⟩

ENCADREMENT DE THESES / PhD THESIS SUPERVISED

Grenoble Images Parole Signal Automatique laboratoire

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