Pierre Comon

211 papers B 4C 2Misc 21Journal 112Unranked 72
YearRankTypeTitle / Venue / Authors
2024 J jnl
Feature Space Recovery for Efficient Incomplete Multi-View Clustering.
IEEE Trans. Knowl. Data Eng.
Zhen Long, Ce Zhu, Pierre Comon, Yazhou Ren, Yipeng Liu
2023 J jnl
Convergence of Gradient-Based Block Coordinate Descent Algorithms for Nonorthogonal Joint Approximate Diagonalization of Matrices.
SIAM J. Matrix Anal. Appl.
Jianze Li, Konstantin Usevich, Pierre Comon
2023 Misc conf
Feature Space Recovery for Incomplete Multi-View Clustering.
ICASSP
Zhen Long, Ce Zhu, Pierre Comon, Yipeng Liu
2023 J jnl
MultiHU-TD: Multifeature Hyperspectral Unmixing Based on Tensor Decomposition.
IEEE Trans. Geosci. Remote. Sens.
Mohamad Jouni, Mauro Dalla Mura, Lucas Drumetz, Pierre Comon
2022 J jnl
A Random Matrix Perspective on Random Tensors.
J. Mach. Learn. Res.
José Henrique de Morais Goulart, Romain Couillet, Pierre Comon
2022 J jnl
A normality test for multivariate dependent samples.
Signal Process.
Sara El Bouch, Olivier J. J. Michel, Pierre Comon
2022 J jnl
Computation of the nonnegative canonical tensor decomposition with two accelerated proximal gradient algorithms.
Digit. Signal Process.
Marouane Nazih, Khalid Minaoui, Elaheh Sobhani, Pierre Comon
2022 J jnl
Constrained Cramér-Rao bounds for reconstruction problems formulated as coupled canonical polyadic decompositions.
Signal Process.
Clémence Prévost, Konstantin Usevich, Martin Haardt, Pierre Comon, David Brie
2022 J jnl
CorrIndex: A permutation invariant performance index.
Signal Process.
Elaheh Sobhani, Pierre Comon, Christian Jutten, Massoud Babaie-Zadeh
2022 Misc conf
Joint Normality Test Via Two-Dimensional Projection.
ICASSP
Sara ElBouch, Olivier J. J. Michel, Pierre Comon
2022 — conf
Multivariate Normality test for colored data.
EUSIPCO
Sara El Bouch, Olivier J. J. Michel, Pierre Comon
2022 J jnl
Trainable Subspaces for Low Rank Tensor Completion: Model and Analysis.
IEEE Trans. Signal Process.
Zhen Long, Ce Zhu, Jiani Liu, Pierre Comon, Yipeng Liu
2021 Misc conf
A Large-Dimensional Analysis of Symmetric SNE.
ICASSP
Charles Séjourné, Romain Couillet, Pierre Comon
2021 J jnl
A Random Matrix Perspective on Random Tensors.
CoRR
José Henrique de Morais Goulart, Romain Couillet, Pierre Comon
2021 J jnl
Computation of low-rank tensor approximation under existence constraint via a forward-backward algorithm.
Signal Process.
Marouane Nazih, Khalid Minaoui, Elaheh Sobhani, Pierre Comon
2020 J jnl
Alternating Group Lasso for Block-Term Tensor Decomposition and Application to ECG Source Separation.
IEEE Trans. Signal Process.
José Henrique de Morais Goulart, Pedro Marinho R. de Oliveira, Rodrigo Cabral Farias, Vicente Zarzoso, Pierre Comon
2020 J jnl
Approximate Matrix and Tensor Diagonalization by Unitary Transformations: Convergence of Jacobi-Type Algorithms.
SIAM J. Optim.
Konstantin Usevich, Jianze Li, Pierre Comon
2020 J jnl
Gradient based block coordinate descent algorithms for joint approximate diagonalization of matrices.
CoRR
Jianze Li, Konstantin Usevich, Pierre Comon
2020 J jnl
Hyperspectral Image Classification Based on Mathematical Morphology and Tensor Decomposition.
Math. Morphol. Theory Appl.
Mohamad Jouni, Mauro Dalla Mura, Pierre Comon
2020 J jnl
Hyperspectral Super-Resolution With Coupled Tucker Approximation: Recoverability and SVD-Based Algorithms.
IEEE Trans. Signal Process.
Clémence Prévost, Konstantin Usevich, Pierre Comon, David Brie
2020 J jnl
Nonlocal Coupled Tensor CP Decomposition for Hyperspectral and Multispectral Image Fusion.
IEEE Trans. Geosci. Remote. Sens.
Yang Xu, Zebin Wu, Jocelyn Chanussot, Pierre Comon, Zhihui Wei
2020 Misc conf
On Cramér-Rao Lower Bounds with Random Equality Constraints.
ICASSP
Clémence Prévost, Eric Chaumette, Konstantin Usevich, David Brie, Pierre Comon
2020 — conf
On the convergence of Jacobi-type algorithms for Independent Component Analysis.
SAM
Jianze Li, Konstantin Usevich, Pierre Comon
2020 J jnl
Tensor methods for multisensor signal processing.
IET Signal Process.
Sebastian Miron, Yassine Zniyed, Rémy Boyer, André Lima Férrer de Almeida, Gérard Favier, David Brie, Pierre Comon
2020 J jnl
Using the proximal gradient and the accelerated proximal gradient as a canonical polyadic tensor decomposition algorithms in difficult situations.
Signal Process.
Marouane Nazih, Khalid Minaoui, Pierre Comon
2019 J jnl
Approximate matrix and tensor diagonalization by unitary transformations: convergence of Jacobi-type algorithms.
CoRR
Konstantin Usevich, Jianze Li, Pierre Comon
2019 C conf
Classification of Hyperspectral Images as Tensors Using Nonnegative CP Decomposition.
ISMM
Mohamad Jouni, Mauro Dalla Mura, Pierre Comon
2019 Misc conf
Coupled Tensor Low-rank Multilinear Approximation for Hyperspectral Super-resolution.
ICASSP
Clémence Prévost, Konstantin Usevich, Pierre Comon, David Brie
2019 C conf
Hyperspectral Image Classification Using Tensor CP Decomposition.
IGARSS
Mohamad Jouni, Mauro Dalla Mura, Pierre Comon
2019 J jnl
Jacobi-type algorithm for low rank orthogonal approximation of symmetric tensors and its convergence analysis.
CoRR
Jianze Li, Konstantin Usevich, Pierre Comon
2019 — conf
Olfactive robot for gas discrimination over several months using a new optoelectronic nose.
ISOEN
Pierre Maho, Carlos Leonardo Dolcinotti, Thierry Livache, Cyril Herrier, Anton Andreev, Pierre Comon, Simon Barthelmé
2019 J jnl
On the convergence of Jacobi-type algorithms for Independent Component Analysis.
CoRR
Jianze Li, Konstantin Usevich, Pierre Comon
2019 — conf
Path-connectedness of tensor ranks.
EUSIPCO
Yang Qi, Pierre Comon, Lek-Heng Lim, Ke Ye
2019 — conf
Performance Bounds for Coupled CP Model in the Framework of Hyperspectral Super-Resolution.
CAMSAP
Clémence Prévost, Konstantin Usevich, Pierre Comon, Martin Haardt, David Brie
2019 — conf
Text Mining with Constrained Tensor Decomposition.
LOD
Elaheh Sobhani, Pierre Comon, Christian Jutten, Massoud Babaie-Zadeh
2018 — conf
Coherence Constrained Alternating Least Squares.
EUSIPCO
Rodrigo Cabral Farias, José Henrique de Morais Goulart, Pierre Comon
2018 J jnl
Globally Convergent Jacobi-Type Algorithms for Simultaneous Orthogonal Symmetric Tensor Diagonalization.
SIAM J. Matrix Anal. Appl.
Jianze Li, Konstantin Usevich, Pierre Comon
2018 — conf
Non-Linear Source Separation Under the Langmuir Model for Chemical Sensors.
SAM
Pierre Maho, Simon Barthelmé, Pierre Comon
2018 — conf
Some Issues in Computing the CP Decomposition of NonNegative Tensors.
LVA/ICA
Mohamad Jouni, Mauro Dalla Mura, Pierre Comon
2017 J jnl
A Penalized Semialgebraic Deflation ICA Algorithm for the Efficient Extraction of Interictal Epileptic Signals.
IEEE J. Biomed. Health Informatics
Hanna Becker, Laurent Albera, Pierre Comon, Amar Kachenoura, Isabelle Merlet
2017 — conf
A novel non-iterative algorithm for low-multilinear-rank tensor approximation.
EUSIPCO
José Henrique de Morais Goulart, Pierre Comon
2017 J jnl
A simultaneous sparse approximation method for multidimensional harmonic retrieval.
Signal Process.
Souleymen Sahnoun, El-Hadi Djermoune, David Brie, Pierre Comon
2017 J jnl
Globally convergent Jacobi-type algorithms for simultaneous orthogonal symmetric tensor diagonalization.
CoRR
Jianze Li, Konstantin Usevich, Pierre Comon
2017 — conf
High-Resolution Subspace-Based Methods: Eigenvalue- or Eigenvector-Based Estimation?
LVA/ICA
Konstantin Usevich, Souleymen Sahnoun, Pierre Comon
2017 J jnl
Identifiability of an X-Rank Decomposition of Polynomial Maps.
SIAM J. Appl. Algebra Geom.
Pierre Comon, Yang Qi, Konstantin Usevich
2017 J jnl
Information-Estimation Relationship in Mismatched Gaussian Channels.
IEEE Signal Process. Lett.
Saloua Chlaily, Chengfang Ren, Pierre-Olivier Amblard, Olivier J. J. Michel, Pierre Comon, Christian Jutten
2017 J jnl
Multidimensional ESPRIT for Damped and Undamped Signals: Algorithm, Computations, and Perturbation Analysis.
IEEE Trans. Signal Process.
Souleymen Sahnoun, Konstantin Usevich, Pierre Comon
2017 J jnl
Multidimensional factorization through helical mapping.
Signal Process.
Francesca Raimondi, Pierre Comon, Olivier J. J. Michel, Umberto Spagnolini
2017 J jnl
On the minimal ranks of matrix pencils and the existence of a best approximate block-term tensor decomposition.
CoRR
José Henrique de Morais Goulart, Pierre Comon
2017 J jnl
SISSY: An efficient and automatic algorithm for the analysis of EEG sources based on structured sparsity.
NeuroImage
Hanna Becker, Laurent Albera, Pierre Comon, Jean-Claude Nunes, Rémi Gribonval, Julien Fleureau, Philippe Guillotel, Isabelle Merlet
2017 — conf
Some Theory on Non-negative Tucker Decomposition.
LVA/ICA
Jeremy E. Cohen, Pierre Comon, Nicolas Gillis
2017 J jnl
Tensor DoA Estimation With Directional Elements.
IEEE Signal Process. Lett.
Francesca Raimondi, Pierre Comon
2017 J jnl
Wideband Multiple Diversity Tensor Array Processing.
IEEE Trans. Signal Process.
Francesca Raimondi, Rodrigo Cabral Farias, Olivier J. J. Michel, Pierre Comon
2016 J jnl
A Finite Algorithm to Compute Rank-1 Tensor Approximations.
IEEE Signal Process. Lett.
Alex Pereira da Silva, Pierre Comon, André Lima Férrer de Almeida
2016 J jnl
Approximation tensorielle sous contrainte d'existence. Application au traitement d'antennes.
Traitement du Signal
Souleymen Sahnoun, Pierre Comon
2016 — conf
Canonical polyadic decomposition of hyperspectral patch tensors.
EUSIPCO
Miguel Angel Veganzones, Jeremy E. Cohen, Rodrigo Cabral Farias, Konstantin Usevich, Lucas Drumetz, Jocelyn Chanussot, Pierre Comon
2016 J jnl
Exploring Multimodal Data Fusion Through Joint Decompositions with Flexible Couplings.
IEEE Trans. Signal Process.
Rodrigo Cabral Farias, Jeremy Emile Cohen, Pierre Comon
2016 J jnl
Hankel Low-Rank Matrix Completion: Performance of the Nuclear Norm Relaxation.
IEEE J. Sel. Top. Signal Process.
Konstantin Usevich, Pierre Comon
2016 — conf
Joint tensor compression for coupled canonical polyadic decompositions.
EUSIPCO
Jeremy Emile Cohen, Rodrigo Cabral Farias, Pierre Comon
2016 J jnl
Multidimensional factorization through helical mapping.
CoRR
Francesca Raimondi, Pierre Comon, Olivier J. J. Michel, Umberto Spagnolini
2016 — conf
Nonnegative CP decomposition of multiangle hyperspectral data: A case study on CRISM observations of Martian ICY surface.
WHISPERS
Miguel Angel Veganzones, Sylvain Douté, Jeremy E. Cohen, R. Cabrai Farias, Jocelyn Chanussot, Pierre Comon
2016 J jnl
Nonnegative Tensor CP Decomposition of Hyperspectral Data.
IEEE Trans. Geosci. Remote. Sens.
Miguel Angel Veganzones, Jeremy E. Cohen, Rodrigo Cabral Farias, Jocelyn Chanussot, Pierre Comon
2016 J jnl
On the reduction of multivariate quadratic systems to best rank-1 approximation of three-way tensors.
Appl. Math. Lett.
Alex Pereira da Silva, Pierre Comon, André L. F. de Almeida
2016 — conf
Optimal choice of Hankel-block-Hankel matrix shape in 2-D parameter estimation: The rank-one case.
EUSIPCO
Souleymen Sahnoun, Konstantin Usevich, Pierre Comon
2016 — conf
Performance bounds for coupled models.
SAM
Chengfang Ren, Rodrigo Cabral Farias, Pierre-Olivier Amblard, Pierre Comon
2016 — conf
Rectified ALS algorithm for multidimensional harmonic retrieval.
SAM
Rémy Boyer, Pierre Comon
2016 J jnl
Semialgebraic Geometry of Nonnegative Tensor Rank.
SIAM J. Matrix Anal. Appl.
Yang Qi, Pierre Comon, Lek-Heng Lim
2016 J jnl
Tensor CP Decomposition With Structured Factor Matrices: Algorithms and Performance.
IEEE J. Sel. Top. Signal Process.
José Henrique de Morais Goulart, Maxime Boizard, Rémy Boyer, Gérard Favier, Pierre Comon
2016 J jnl
Tensor decomposition exploiting diversity of propagation velocities: Application to localization of icequake events.
Signal Process.
Francesca Raimondi, Pierre Comon, Olivier J. J. Michel, Souleymen Sahnoun, Agnes Helmstetter
2016 J jnl
Uniqueness of Nonnegative Tensor Approximations.
IEEE Trans. Inf. Theory
Yang Qi, Pierre Comon, Lek-Heng Lim
2016 Misc conf
Wideband multilinear array processing through tensor decomposition.
ICASSP
Francesca Raimondi, Pierre Comon, Olivier J. J. Michel
2016 J jnl
X-rank and identifiability for a polynomial decomposition model.
CoRR
Pierre Comon, Yang Qi, Konstantin Usevich
2015 — conf
A Polynomial Formulation for Joint Decomposition of Symmetric Tensors of Different Orders.
LVA/ICA
Pierre Comon, Yang Qi, Konstantin Usevich
2015 J jnl
A Simultaneous Sparse Approximation Method for Multidimensional Harmonic Retrieval.
CoRR
Souleymen Sahnoun, El-Hadi Djermoune, David Brie, Pierre Comon
2015 Misc conf
An iterative deflation algorithm for exact CP tensor decomposition.
ICASSP
Alex Pereira da Silva, Pierre Comon, André Lima Férrer de Almeida
2015 J jnl
Brain-Source Imaging: From sparse to tensor models.
IEEE Signal Process. Mag.
Hanna Becker, Laurent Albera, Pierre Comon, Rémi Gribonval, Fabrice Wendling, Isabelle Merlet
2015 — conf
Canonical polyadic tensor decomposition in the presence of non Gaussian noise.
EUSIPCO
Rodrigo Cabral Farias, Pierre Comon
2015 J jnl
Exploring multimodal data fusion through joint decompositions with flexible couplings.
CoRR
Rodrigo Cabral Farias, Jeremy Emile Cohen, Pierre Comon
2015 J jnl
Fast Decomposition of Large Nonnegative Tensors.
IEEE Signal Process. Lett.
Jeremy E. Cohen, Rodrigo Cabral Farias, Pierre Comon
2015 — conf
Joint Decompositions with Flexible Couplings.
LVA/ICA
Rodrigo Cabral Farias, Jeremy Emile Cohen, Christian Jutten, Pierre Comon
2015 J jnl
Joint Source Estimation and Localization.
IEEE Trans. Signal Process.
Souleymen Sahnoun, Pierre Comon
2015 — conf
Multilinear spectral unmixing of hyperspectral multiangle images.
EUSIPCO
Miguel Angel Veganzones, Jeremy E. Cohen, R. Cabrai Farias, Ruben Marrero, Jocelyn Chanussot, Pierre Comon
2015 — conf
Multimodal approach to estimate the ocular movements during EEG recordings: A coupled tensor factorization method.
EMBC
Bertrand Rivet, Marc Duda, Anne Guérin-Dugué, Christian Jutten, Pierre Comon
2015 Misc conf
Performance estimation for tensor CP decomposition with structured factors.
ICASSP
Maxime Boizard, Rémy Boyer, Gérard Favier, Jeremy E. Cohen, Pierre Comon
2015 J jnl
Quasi-Hankel low-rank matrix completion: a convex relaxation.
CoRR
Konstantin Usevich, Pierre Comon
2015 J jnl
Rank-1 Tensor Approximation Methods and Application to Deflation.
CoRR
Alex Pereira da Silva, Pierre Comon, André Lima Férrer de Almeida
2015 — conf
Statistical efficiency of structured CPD estimation applied to Wiener-Hammerstein modeling.
EUSIPCO
José Henrique de Morais Goulart, Maxime Boizard, Rémy Boyer, Gérard Favier, Pierre Comon
2015 J jnl
Statistical efficiency of structured cpd estimation applied to Wiener-Hammerstein modeling.
CoRR
José Henrique de Morais Goulart, Maxime Boizard, Rémy Boyer, Gérard Favier, Pierre Comon
2014 Misc conf
A performance study of various brain source imaging approaches.
ICASSP
Hanna Becker, Laurent Albera, Pierre Comon, Rémi Gribonval, Fabrice Wendling, Isabelle Merlet
2014 J jnl
Blind Multilinear Identification.
IEEE Trans. Inf. Theory
Lek-Heng Lim, Pierre Comon
2014 J jnl
Blind source separation of underdetermined mixtures of event-related sources.
Signal Process.
Mohammad Niknazar, Hanna Becker, Bertrand Rivet, Christian Jutten, Pierre Comon
2014 J jnl
CP decomposition approach to blind separation for DS-CDMA system using a new performance index.
EURASIP J. Adv. Signal Process.
Awatif Rouijel, Khalid Minaoui, Pierre Comon, Driss Aboutajdine
2014 — conf
Data mining by nonnegative tensor approximation.
MLSP
Rodrigo Cabral Farias, Pierre Comon, Roland Redon
2014 — conf
Deterministic blind identification in antenna array processing.
SAM
Souleymen Sahnoun, Pierre Comon
2014 J jnl
EEG extended source localization: Tensor-based vs. conventional methods.
NeuroImage
Hanna Becker, Laurent Albera, Pierre Comon, Martin Haardt, Gwénaël Birot, Fabrice Wendling, Martine Gavaret, Christian G. Bénar, Isabelle Merlet
2014 Misc conf
Error Analysis of low-rank three-way tensor factorization approach to blind source separation.
ICASSP
Ivica Kopriva, Jean-Philip Royer, Nadège Thirion-Moreau, Pierre Comon
2014 — conf
Fast, variation-based methods for the analysis of extended brain sources.
EUSIPCO
Hanna Becker, Laurent Albera, Pierre Comon, Rémi Gribonval, Isabelle Merlet
2014 — conf
On almost sure identifiability of non multilinear tensor decomposition.
EUSIPCO
Jeremy E. Cohen, Pierre Comon
2014 — conf
Short: Blind Separation of the Multiarray Multisensor Systems Using the CP Decomposition.
NETYS
Awatif Rouijel, Khalid Minaoui, Pierre Comon, Driss Aboutajdine
2014 J jnl
Tensors : A brief introduction.
IEEE Signal Process. Mag.
Pierre Comon
2014 J jnl
Uniqueness of Nonnegative Tensor Approximations.
CoRR
Yang Qi, Pierre Comon, Lek-Heng Lim
2013 J jnl
Clustering with a new distance measure based on a dual-rooted tree.
Inf. Sci.
Laurent Galluccio, Olivier J. J. Michel, Pierre Comon, Mark Kliger, Alfred O. Hero III
2013 J jnl
General tensor decomposition, moment matrices and applications.
J. Symb. Comput.
Alessandra Bernardi, Jérôme Brachat, Pierre Comon, Bernard Mourrain
2013 — conf
Performance index for tensor polyadic decompositions.
EUSIPCO
Pierre Comon, Khalid Minaoui, Awatif Rouijel, Driss Aboutajdine
2013 — conf
Robust 3-way tensor decomposition and extended state Kalman filtering to extract fetal ECG.
EUSIPCO
Mohammad Niknazar, Hanna Becker, Bertrand Rivet, Christian Jutten, Pierre Comon
2013 J jnl
Separation of instantaneous mixtures of a particular set of dependent sources using classical ICA methods.
EURASIP J. Adv. Signal Process.
Marc Castella, Selwa Rafi, Pierre Comon, Wojciech Pieczynski
2012 J jnl
Blind Multilinear Identification
CoRR
Lek-Heng Lim, Pierre Comon
2012 J jnl
CONFAC Decomposition Approach to Blind Identification of Underdetermined Mixtures Based on Generating Function Derivatives.
IEEE Trans. Signal Process.
André L. F. de Almeida, Xavier Luciani, Alwin Stegeman, Pierre Comon
2012 J jnl
Canonical Polyadic Decomposition with a Columnwise Orthonormal Factor Matrix.
SIAM J. Matrix Anal. Appl.
Mikael Sørensen, Lieven De Lathauwer, Pierre Comon, Sylvie Icart, Luc Deneire
2012 J jnl
Graph based k-means clustering.
Signal Process.
Laurent Galluccio, Olivier J. J. Michel, Pierre Comon, Alfred O. Hero III
2012 J jnl
Multi-way space-time-wave-vector analysis for EEG source separation.
Signal Process.
Hanna Becker, Pierre Comon, Laurent Albera, Martin Haardt, Isabelle Merlet
2012 — conf
Nonnegative 3-way tensor factorization taking in to account possible missing data.
EUSIPCO
Jean-Philip Royer, Nadège Thirion-Moreau, Pierre Comon
2012 — conf
Tensor-based preprocessing of combined EEG/MEG data.
EUSIPCO
Hanna Becker, Pierre Comon, Laurent Albera
2011 J jnl
Blind Identification of Underdetermined Mixtures Based on the Characteristic Function: The Complex Case.
IEEE Trans. Signal Process.
Xavier Luciani, André Lima Férrer de Almeida, Pierre Comon
2011 Misc conf
Computing the nonnegative 3-way tensor factorization using Tikhonov regularization.
ICASSP
Jean-Philip Royer, Pierre Comon, Nadège Thirion-Moreau
2011 J jnl
Computing the polyadic decomposition of nonnegative third order tensors.
Signal Process.
Jean-Philip Royer, Nadège Thirion-Moreau, Pierre Comon
2011 B conf
Multihomogeneous polynomial decomposition using moment matrices.
ISSAC
Alessandra Bernardi, Jérôme Brachat, Pierre Comon, Bernard Mourrain
2011 Misc conf
Nonnegative 3-way tensor factorization via conjugate gradient with globally optimal stepsize.
ICASSP
Jean-Philip Royer, Pierre Comon, Nadège Thirion-Moreau
2010 J jnl
A contrast function for independent component analysis without permutation ambiguity.
IEEE Trans. Neural Networks
Vicente Zarzoso, Pierre Comon, Ronald Phlypo
2010 J jnl
Blind identification of MISO-FIR channels.
Signal Process.
Carlos Estêvão R. Fernandes, Pierre Comon, Gérard Favier
2010 — conf
Blind identification of underdetermined mixtures of complex sources based on the characteristic function.
EUSIPCO
Xavier Luciani, André Lima Férrer de Almeida, Pierre Comon
2010 — conf
Clustering on manifolds with dual-rooted minimal spanning trees.
EUSIPCO
Laurent Galluccio, Olivier J. J. Michel, Pierre Comon
2010 Misc conf
Decomposing tensors with structured matrix factors reduces to rank-1 approximations.
ICASSP
Pierre Comon, Mikael Sørensen, Elias P. Tsigaridas
2010 — conf
Deterministic Blind Separation of Sources Having Different Symbol Rates Using Tensor-Based Parallel Deflation.
LVA/ICA
André L. F. de Almeida, Pierre Comon, Xavier Luciani
2010 J jnl
Multiarray Signal Processing: Tensor decomposition meets compressed sensing
CoRR
Lek-Heng Lim, Pierre Comon
2010 — conf
Multiway space-time-wave-vector analysis for source localization and extraction.
EUSIPCO
Hanna Becker, Pierre Comon, Laurent Albera, Martin Haardt, Isabelle Merlet
2010 J jnl
Robust independent component analysis by iterative maximization of the kurtosis contrast with algebraic optimal step size.
IEEE Trans. Neural Networks
Vicente Zarzoso, Pierre Comon
2010 — conf
Semi-nonnegative Independent Component Analysis: The (3, 4)-SENICA
LVA/ICA
Julie Coloigner, Laurent Albera, Ahmad Karfoul, Amar Kachenoura, Pierre Comon, Lotfi Senhadji
2009 — conf
Approximate tensor diagonalization by invertible transforms.
EUSIPCO
Mikael Sørensen, Pierre Comon, Sylvie Icart, Luc Deneire
2009 — conf
Blind Order Detection and Parameter Estimation of MISO-FIR Channels.
ICA
Carlos Estêvão R. Fernandes, Pierre Comon, Gérard Favier
2009 J jnl
Blind paraunitary equalization.
Signal Process.
Sylvie Icart, Pierre Comon, Ludwig Rota
2009 — conf
Canonical decomposition of even order hermitian positive semi-definite arrays.
EUSIPCO
Ahmad Karfoul, Laurent Albera, Pierre Comon
2009 J jnl
Nonnegative approximations of nonnegative tensors
CoRR
Lek-Heng Lim, Pierre Comon
2009 — conf
PARAFAC2 Receivers for Orthogonal Space-Time Block Codes.
ICC
Mikael Sørensen, Pierre Comon, Sylvie Icart, Luc Deneire
2009 J jnl
Performance Limits of Alphabet Diversities for FIR SISO Channel Identification.
IEEE Trans. Signal Process.
Jean Pierre Delmas, Yann Meurisse, Pierre Comon
2009 — conf
Subtracting a best rank-1 approximation may increase tensor rank.
EUSIPCO
Alwin Stegeman, Pierre Comon
2009 J jnl
Symmetric tensor decomposition
CoRR
Jérôme Brachat, Pierre Comon, Bernard Mourrain, Elias P. Tsigaridas
2009 — conf
Symmetric tensor decomposition.
EUSIPCO
Jérôme Brachat, Pierre Comon, Bernard Mourrain, Elias P. Tsigaridas
2008 J jnl
A Contrast for Independent Component Analysis With Priors on the Source Kurtosis Signs.
IEEE Signal Process. Lett.
Vicente Zarzoso, Ronald Phlypo, Pierre Comon
2008 J jnl
Enhanced Line Search: A Novel Method to Accelerate PARAFAC.
SIAM J. Matrix Anal. Appl.
Myriam Rajih, Pierre Comon, Richard A. Harshman
2008 J jnl
Generic and Typical Ranks of Three-Way Arrays
CoRR
Pierre Comon, Jos M. F. ten Berge
2008 Misc conf
Generic and typical ranks of three-way arrays.
ICASSP
Pierre Comon, Jos M. F. ten Berge
2008 — conf
Gradient based Approximate Joint Diagonalization by orthogonal transforms.
EUSIPCO
Mikael Sørensen, Sylvie Icart, Pierre Comon, Luc Deneire
2008 J jnl
Ica: a potential tool for bci systems.
IEEE Signal Process. Mag.
Amar Kachenoura, Laurent Albera, Lotfi Senhadji, Pierre Comon
2008 J jnl
Optimal Step-Size Constant Modulus Algorithm.
IEEE Trans. Commun.
Vicente Zarzoso, Pierre Comon
2008 J jnl
Special Issue on Tensor Decompositions and Applications.
SIAM J. Matrix Anal. Appl.
Lieven De Lathauwer, Pierre Comon, Nicola Mastronardi
2008 J jnl
Symmetric Tensors and Symmetric Tensor Rank.
SIAM J. Matrix Anal. Appl.
Pierre Comon, Gene H. Golub, Lek-Heng Lim, Bernard Mourrain
2008 — conf
Unsupervised clustering on multi-component datasets: Applications on images and astrophysics data.
EUSIPCO
Laurent Galluccio, Olivier J. J. Michel, Pierre Comon
2007 — conf
Blind Separation of Instantaneous Mixtures of Dependent Sources.
ICA
Marc Castella, Pierre Comon
2007 — conf
Comparative Speed Analysis of FastICA.
ICA
Vicente Zarzoso, Pierre Comon
2007 — conf
Extraction of Atrial Activity from the ECG by Spectrally Constrained ICA Based on Kurtosis Sign.
ICA
Ronald Phlypo, Vicente Zarzoso, Pierre Comon, Yves D'Asseler, Ignace Lemahieu
2007 — conf
Order Detection and Blind Identification of 2 × 1 MISO Channels.
ICASSP (3)
Carlos Estêvão R. Fernandes, Pierre Comon, Gérard Favier
2006 J jnl
A zero-cumulant random variable and its applications.
Signal Process.
Nicolas Petrochilos, Pierre Comon
2006 — conf
Alternating Least Squares Identification of Under-Determined Mixtures Based on the Characteristic Function.
ICASSP (3)
Myriam Rajih, Pierre Comon
2006 J jnl
Blind algebraic identification of communication channels: symbolic solution algorithms.
Appl. Algebra Eng. Commun. Comput.
Jérôme Lebrun, Pierre Comon
2006 J jnl
Blind identification of under-determined mixtures based on the characteristic function.
Signal Process.
Pierre Comon, Myriam Rajih
2006 — conf
Genericity And Rank Deficiency Of High Order Symmetric Tensors.
ICASSP (3)
Pierre Comon, Bernard Mourrain, Lek-Heng Lim, Gene H. Golub
2006 — conf
How fast is FastICA?
EUSIPCO
Vicente Zarzoso, Pierre Comon, Mariem Kallel
2005 J jnl
Blind and semi-blind equalization based on the constant power criterion.
IEEE Trans. Signal Process.
Vicente Zarzoso, Pierre Comon
2005 — conf
Blind channel equalization with algebraic optimal step size.
EUSIPCO
Vicente Zarzoso, Pierre Comon
2005 — conf
Blind identification of under-determined mixtures based on the characteristic function.
ICASSP (4)
Pierre Comon, Myriam Rajih
2005 — conf
Enhanced Line Search: A novel method to accelerate Parafac.
EUSIPCO
Myriam Rajih, Pierre Comon
2005 J jnl
ICAR: a tool for blind source separation using fourth-order statistics only.
IEEE Trans. Signal Process.
Laurent Albera, Anne Ferréol, Pascal Chevalier, Pierre Comon
2005 J jnl
On the virtual array concept for higher order array processing.
IEEE Trans. Signal Process.
Pascal Chevalier, Laurent Albera, Anne Ferréol, Pierre Comon
2005 — conf
Semi-blind constant modulus equalization with optimal step size.
ICASSP (3)
Vicente Zarzoso, Pierre Comon
2004 — conf
A linear algebra approach to systems of polynomial equations with application to digital communications.
EUSIPCO
Jérôme Lebrun, Pierre Comon
2004 — conf
Alphabet Polynomial Fitting criteria for blind equalization.
EUSIPCO
Ludwig Rota, Pierre Comon
2004 — conf
Blind Identification of Complex Under-Determined Mixtures.
ICA
Pierre Comon, Myriam Rajih
2004 — conf
Blind equalizers based on polynomial criteria.
ICASSP (4)
Ludwig Rota, Pierre Comon
2004 J jnl
Blind identification and source separation in 2×3 under-determined mixtures.
IEEE Trans. Signal Process.
Pierre Comon
2004 — conf
Blind identification of underdetermined mixtures based on the hexacovariance.
ICASSP (2)
Laurent Albera, Pierre Comon, Pascal Chevalier, Anne Ferréol
2004 B conf
Comparative performance analysis of eight blind source separation methods on radiocommunications signals.
IJCNN
Pascal Chevalier, Laurent Albera, Pierre Comon, Anne Ferréol
2004 — conf
ICAR: independent component analysis using redundancies.
ISCAS (5)
Laurent Albera, Anne Ferréol, Pascal Chevalier, Pierre Comon
2003 — conf
An algebraic approach to blind identification of communication channels.
ISSPA (1)
Jérôme Lebrun, Pierre Comon
2003 — conf
Blind MIMO paraunitary equalizer.
ICASSP (4)
Ludwig Rota, Pierre Comon, Sylvie Icart
2003 J jnl
Blind Separation of Independent Sources from Convolutive Mixtures.
IEICE Trans. Fundam. Electron. Commun. Comput. Sci.
Pierre Comon, Ludwig Rota
2002 J jnl
Analytical blind channel identification.
IEEE Trans. Signal Process.
Olivier Grellier, Pierre Comon, Bernard Mourrain, Philippe Trebuchet
2001 Misc conf
Blind MIMO equalization and joint-diagonalization criteria.
ICASSP
Pierre Comon, Eric Moreau
2000 — conf
Analytical blind discrete source separation.
EUSIPCO
Olivier Grellier, Pierre Comon
2000 J jnl
Comments on blind beamforming for multiple non-Gaussian signals and the constant-modulus algorithm.
IEEE Trans. Signal Process.
Eric Moreau, Pierre Comon
2000 — conf
ML estimation of SSR signals, identifiability, and Cramer-Rao Bounds.
EUSIPCO
Nicolas Petrochilos, Pierre Comon
2000 Misc conf
Nonlinear channel identification and performance analysis.
ICASSP
Nicolas Petrochilos, Pierre Comon
1998 J jnl
Blind separation of discrete sources.
IEEE Signal Process. Lett.
Olivier Grellier, Pierre Comon
1998 J jnl
Estimation of time delays between unknown colored signals.
Signal Process.
Bruno Emile, Pierre Comon
1998 J jnl
Estimation of time delays with fewer sensors than sources.
IEEE Trans. Signal Process.
Bruno Emile, Pierre Comon, Joël Le Roux
1998 — conf
Performance of blind discrete source separation.
EUSIPCO
Olivier Grellier, Pierre Comon
1998 — conf
Self calibration in presence of correlated discrete sources.
EUSIPCO
Olivier Grellier, Pierre Comon
1997 Misc conf
Improved contrast dedicated to blind separation in communications.
ICASSP
Pierre Comon, Eric Moreau
1996 — conf
Array self calibration: Identifiability issues.
EUSIPCO
Pierre Comon, Laurent Deruaz
1996 J jnl
Contrasts for multichannel blind deconvolution.
IEEE Signal Process. Lett.
Pierre Comon
1996 J jnl
Decomposition of quantics in sums of powers of linear forms.
Signal Process.
Pierre Comon, Bernard Mourrain
1996 — conf
Time delay estimation in a multipath context.
EUSIPCO
Pierre Comon, Bruno Emile, Georges Bienvenu
1996 J jnl
Ultimate performance of QEM classifiers.
IEEE Trans. Neural Networks
Pierre Comon, Georges Bienvenu
1995 B conf
Invited paper: Supervised classification: a probabilistic approach.
ESANN
Pierre Comon
1995 Misc conf
Supervised Classification With Variable Kernel Estimators.
IWANN
Pierre Comon, Yves Cheneval
1994 B conf
Estimation of performance bounds in supervised classification.
ESANN
Pierre Comon, Jean-Luc Voz, Michel Verleysen
1994 J jnl
Independent component analysis, A new concept?
Signal Process.
Pierre Comon
1993 J jnl
Displacement Rank of Generalized Inverses of Persymmetric Matrices.
SIAM J. Matrix Anal. Appl.
Pierre Comon, Pascal Laurent-Gengoux
1993 Misc conf
Neural Bayesian Classifier.
IWANN
Christian Jutten, Pierre Comon
1992 Misc conf
Displacement rank of pseudo-inverses.
ICASSP
Pierre Comon
1992 J jnl
MA identification using fourth order cumulants.
Signal Process.
Pierre Comon
1991 J jnl
Blind separation of sources, part II: Problems statement.
Signal Process.
Pierre Comon, Christian Jutten, Jeanny Hérault
1990 J jnl
Estimating the order of a FIR filter for noise cancellation.
IEEE Trans. Inf. Theory
Pierre Comon, Dinh-Tuan Pham
1990 J jnl
Systolic implementation of the adaptive solution to normal equations.
Comput. Vis. Graph. Image Process.
Pierre Comon, Yves Robert, Denis Trystram
1990 J jnl
Tracking a few extreme singular values and vectors in signal processing.
Proc. IEEE
Pierre Comon, Gene H. Golub
1989 J jnl
An error bound for a noise canceller.
IEEE Trans. Acoust. Speech Signal Process.
Pierre Comon, Dinh-Tuan Pham
1989 J jnl
Comments, with reply, on 'A real-time high-resolution technique for angle-of-arrival estimation' by J.P. Reilly.
Proc. IEEE
Pierre Comon, Laurent Kopp
1989 — conf
Statistical approach to the Jutten-Hérault algorithm.
NATO Neurocomputing
Pierre Comon
1987 J jnl
A systolic array for computing B A
IEEE Trans. Acoust. Speech Signal Process.
Pierre Comon, Yves Robert
1986 Misc conf
A robust adaptive filter for noise reduction problems.
ICASSP
Pierre Comon, Jean-Louis Lacoume
1986 J jnl
Noise reduction for an estimated Wiener filter using noise references.
IEEE Trans. Inf. Theory
Pierre Comon, Jean-Louis Lacoume