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2020 – today
- 2024
[j92]Zhen Long
, Ce Zhu, Pierre Comon, Yazhou Ren, Yipeng Liu:
Feature Space Recovery for Efficient Incomplete Multi-View Clustering. IEEE Trans. Knowl. Data Eng. 36(9): 4664-4677 (2024)- 2023
- [j91]Jianze Li, Konstantin Usevich, Pierre Comon:
Convergence of Gradient-Based Block Coordinate Descent Algorithms for Nonorthogonal Joint Approximate Diagonalization of Matrices. SIAM J. Matrix Anal. Appl. 44(2): 592-621 (2023) - [j90]Mohamad Jouni, Mauro Dalla Mura, Lucas Drumetz, Pierre Comon:
MultiHU-TD: Multifeature Hyperspectral Unmixing Based on Tensor Decomposition. IEEE Trans. Geosci. Remote. Sens. 61: 1-21 (2023) - [c98]Zhen Long, Ce Zhu, Pierre Comon, Yipeng Liu:
Feature Space Recovery for Incomplete Multi-View Clustering. ICASSP 2023: 1-5 - 2022
- [j89]Marouane Nazih, Khalid Minaoui, Elaheh Sobhani, Pierre Comon:
Computation of the nonnegative canonical tensor decomposition with two accelerated proximal gradient algorithms. Digit. Signal Process. 129: 103682 (2022) - [j88]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) - [j87]Elaheh Sobhani, Pierre Comon, Christian Jutten, Massoud Babaie-Zadeh:
CorrIndex: A permutation invariant performance index. Signal Process. 195: 108457 (2022) - [j86]Clémence Prévost, Konstantin Usevich, Martin Haardt, Pierre Comon, David Brie:
Constrained Cramér-Rao bounds for reconstruction problems formulated as coupled canonical polyadic decompositions. Signal Process. 198: 108573 (2022) - [j85]Sara El Bouch, Olivier J. J. Michel, Pierre Comon:
A normality test for multivariate dependent samples. Signal Process. 201: 108705 (2022) - [j84]Zhen Long, Ce Zhu, Jiani Liu, Pierre Comon, Yipeng Liu:
Trainable Subspaces for Low Rank Tensor Completion: Model and Analysis. IEEE Trans. Signal Process. 70: 2502-2517 (2022) - [c97]Sara El Bouch, Olivier J. J. Michel, Pierre Comon:
Multivariate Normality test for colored data. EUSIPCO 2022: 2096-2100 - [c96]Sara ElBouch, Olivier J. J. Michel, Pierre Comon:
Joint Normality Test Via Two-Dimensional Projection. ICASSP 2022: 5802-5806 - 2021
- [j83]Marouane Nazih, Khalid Minaoui, Elaheh Sobhani, Pierre Comon:
Computation of low-rank tensor approximation under existence constraint via a forward-backward algorithm. Signal Process. 188: 108178 (2021) - [c95]Charles Séjourné, Romain Couillet, Pierre Comon:
A Large-Dimensional Analysis of Symmetric SNE. ICASSP 2021: 2970-2974 - [i20]José Henrique de Morais Goulart, Romain Couillet, Pierre Comon:
A Random Matrix Perspective on Random Tensors. CoRR abs/2108.00774 (2021) - 2020
- [j82]Sebastian Miron, Yassine Zniyed, Rémy Boyer, André Lima Férrer de Almeida, Gérard Favier, David Brie, Pierre Comon:
Tensor methods for multisensor signal processing. IET Signal Process. 14(10): 693-709 (2020) - [j81]Mohamad Jouni, Mauro Dalla Mura, Pierre Comon:
Hyperspectral Image Classification Based on Mathematical Morphology and Tensor Decomposition. Math. Morphol. Theory Appl. 4(1): 1-30 (2020) - [j80]Konstantin Usevich, Jianze Li, Pierre Comon:
Approximate Matrix and Tensor Diagonalization by Unitary Transformations: Convergence of Jacobi-Type Algorithms. SIAM J. Optim. 30(4): 2998-3028 (2020) - [j79]Marouane Nazih, Khalid Minaoui, Pierre Comon:
Using the proximal gradient and the accelerated proximal gradient as a canonical polyadic tensor decomposition algorithms in difficult situations. Signal Process. 171: 107472 (2020) - [j78]Yang Xu, Zebin Wu, Jocelyn Chanussot, Pierre Comon, Zhihui Wei:
Nonlocal Coupled Tensor CP Decomposition for Hyperspectral and Multispectral Image Fusion. IEEE Trans. Geosci. Remote. Sens. 58(1): 348-362 (2020) - [j77]Clémence Prévost, Konstantin Usevich, Pierre Comon, David Brie:
Hyperspectral Super-Resolution With Coupled Tucker Approximation: Recoverability and SVD-Based Algorithms. IEEE Trans. Signal Process. 68: 931-946 (2020) - [j76]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) - [c94]Clémence Prévost, Eric Chaumette, Konstantin Usevich, David Brie, Pierre Comon:
On Cramér-Rao Lower Bounds with Random Equality Constraints. ICASSP 2020: 5355-5359 - [c93]Jianze Li, Konstantin Usevich, Pierre Comon:
On the convergence of Jacobi-type algorithms for Independent Component Analysis. SAM 2020: 1-5 - [i19]Jianze Li, Konstantin Usevich, Pierre Comon:
Gradient based block coordinate descent algorithms for joint approximate diagonalization of matrices. CoRR abs/2009.13377 (2020)
2010 – 2019
- 2019
- [c92]Clémence Prévost, Konstantin Usevich, Pierre Comon, Martin Haardt, David Brie:
Performance Bounds for Coupled CP Model in the Framework of Hyperspectral Super-Resolution. CAMSAP 2019: 201-205 - [c91]Yang Qi, Pierre Comon, Lek-Heng Lim, Ke Ye:
Path-connectedness of tensor ranks. EUSIPCO 2019: 1-5 - [c90]Clémence Prévost, Konstantin Usevich, Pierre Comon, David Brie:
Coupled Tensor Low-rank Multilinear Approximation for Hyperspectral Super-resolution. ICASSP 2019: 5536-5540 - [c89]Mohamad Jouni, Mauro Dalla Mura, Pierre Comon:
Hyperspectral Image Classification Using Tensor CP Decomposition. IGARSS 2019: 1164-1167 - [c88]Mohamad Jouni, Mauro Dalla Mura, Pierre Comon:
Classification of Hyperspectral Images as Tensors Using Nonnegative CP Decomposition. ISMM 2019: 189-201 - [c87]Pierre Maho, Carlos Leonardo Dolcinotti, Thierry Livache, Cyril Herrier, Anton Andreev, Pierre Comon, Simon Barthelmé:
Olfactive robot for gas discrimination over several months using a new optoelectronic nose. ISOEN 2019: 1-3 - [c86]Elaheh Sobhani, Pierre Comon, Christian Jutten, Massoud Babaie-Zadeh:
Text Mining with Constrained Tensor Decomposition. LOD 2019: 219-231 - [i18]Konstantin Usevich, Jianze Li, Pierre Comon:
Approximate matrix and tensor diagonalization by unitary transformations: convergence of Jacobi-type algorithms. CoRR abs/1905.12295 (2019) - [i17]Jianze Li, Konstantin Usevich, Pierre Comon:
Jacobi-type algorithm for low rank orthogonal approximation of symmetric tensors and its convergence analysis. CoRR abs/1911.00659 (2019) - [i16]Jianze Li, Konstantin Usevich, Pierre Comon:
On the convergence of Jacobi-type algorithms for Independent Component Analysis. CoRR abs/1912.07194 (2019) - 2018
- [j75]Jianze Li, Konstantin Usevich, Pierre Comon:
Globally Convergent Jacobi-Type Algorithms for Simultaneous Orthogonal Symmetric Tensor Diagonalization. SIAM J. Matrix Anal. Appl. 39(1): 1-22 (2018) - [c85]Rodrigo Cabral Farias, José Henrique de Morais Goulart, Pierre Comon:
Coherence Constrained Alternating Least Squares. EUSIPCO 2018: 613-617 - [c84]Mohamad Jouni, Mauro Dalla Mura, Pierre Comon:
Some Issues in Computing the CP Decomposition of NonNegative Tensors. LVA/ICA 2018: 57-66 - [c83]Pierre Maho, Simon Barthelmé, Pierre Comon:
Non-Linear Source Separation Under the Langmuir Model for Chemical Sensors. SAM 2018: 380-384 - 2017
- [j74]Hanna Becker, Laurent Albera, Pierre Comon, Jean-Claude Nunes, Rémi Gribonval, Julien Fleureau, Philippe Guillotel, Isabelle Merlet:
SISSY: An efficient and automatic algorithm for the analysis of EEG sources based on structured sparsity. NeuroImage 157: 157-172 (2017) - [j73]Pierre Comon, Yang Qi, Konstantin Usevich:
Identifiability of an X-Rank Decomposition of Polynomial Maps. SIAM J. Appl. Algebra Geom. 1(1): 388-414 (2017) - [j72]Souleymen Sahnoun, El-Hadi Djermoune, David Brie, Pierre Comon:
A simultaneous sparse approximation method for multidimensional harmonic retrieval. Signal Process. 131: 36-48 (2017) - [j71]Francesca Raimondi, Pierre Comon, Olivier J. J. Michel, Umberto Spagnolini:
Multidimensional factorization through helical mapping. Signal Process. 131: 171-180 (2017) - [j70]Francesca Raimondi, Pierre Comon:
Tensor DoA Estimation With Directional Elements. IEEE Signal Process. Lett. 24(5): 648-652 (2017) - [j69]Saloua Chlaily, Chengfang Ren, Pierre-Olivier Amblard, Olivier J. J. Michel, Pierre Comon, Christian Jutten:
Information-Estimation Relationship in Mismatched Gaussian Channels. IEEE Signal Process. Lett. 24(5): 688-692 (2017) - [j68]Hanna Becker, Laurent Albera, Pierre Comon, Amar Kachenoura, Isabelle Merlet:
A Penalized Semialgebraic Deflation ICA Algorithm for the Efficient Extraction of Interictal Epileptic Signals. IEEE J. Biomed. Health Informatics 21(1): 94-104 (2017) - [j67]Francesca Raimondi, Rodrigo Cabral Farias, Olivier J. J. Michel, Pierre Comon:
Wideband Multiple Diversity Tensor Array Processing. IEEE Trans. Signal Process. 65(20): 5334-5346 (2017) - [j66]Souleymen Sahnoun, Konstantin Usevich, Pierre Comon:
Multidimensional ESPRIT for Damped and Undamped Signals: Algorithm, Computations, and Perturbation Analysis. IEEE Trans. Signal Process. 65(22): 5897-5910 (2017) - [c82]José Henrique de Morais Goulart, Pierre Comon:
A novel non-iterative algorithm for low-multilinear-rank tensor approximation. EUSIPCO 2017: 653-657 - [c81]Konstantin Usevich, Souleymen Sahnoun, Pierre Comon:
High-Resolution Subspace-Based Methods: Eigenvalue- or Eigenvector-Based Estimation? LVA/ICA 2017: 47-56 - [c80]Jeremy E. Cohen, Pierre Comon, Nicolas Gillis:
Some Theory on Non-negative Tucker Decomposition. LVA/ICA 2017: 152-161 - [i15]Jianze Li, Konstantin Usevich, Pierre Comon:
Globally convergent Jacobi-type algorithms for simultaneous orthogonal symmetric tensor diagonalization. CoRR abs/1702.03750 (2017) - [i14]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
- [j65]Alex Pereira da Silva, Pierre Comon, André L. F. de Almeida:
On the reduction of multivariate quadratic systems to best rank-1 approximation of three-way tensors. Appl. Math. Lett. 62: 9-15 (2016) - [j64]Konstantin Usevich, Pierre Comon:
Hankel Low-Rank Matrix Completion: Performance of the Nuclear Norm Relaxation. IEEE J. Sel. Top. Signal Process. 10(4): 637-646 (2016) - [j63]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) - [j62]Yang Qi, Pierre Comon, Lek-Heng Lim:
Semialgebraic Geometry of Nonnegative Tensor Rank. SIAM J. Matrix Anal. Appl. 37(4): 1556-1580 (2016) - [j61]Francesca Raimondi, Pierre Comon, Olivier J. J. Michel, Souleymen Sahnoun, Agnes Helmstetter:
Tensor decomposition exploiting diversity of propagation velocities: Application to localization of icequake events. Signal Process. 118: 75-88 (2016) - [j60]Alex Pereira da Silva, Pierre Comon, André Lima Férrer de Almeida:
A Finite Algorithm to Compute Rank-1 Tensor Approximations. IEEE Signal Process. Lett. 23(7): 959-963 (2016) - [j59]Souleymen Sahnoun, Pierre Comon:
Approximation tensorielle sous contrainte d'existence. Application au traitement d'antennes. Traitement du Signal 33(1): 11-33 (2016) - [j58]Miguel Angel Veganzones, Jeremy E. Cohen, Rodrigo Cabral Farias, Jocelyn Chanussot, Pierre Comon:
Nonnegative Tensor CP Decomposition of Hyperspectral Data. IEEE Trans. Geosci. Remote. Sens. 54(5): 2577-2588 (2016) - [j57]Yang Qi, Pierre Comon, Lek-Heng Lim:
Uniqueness of Nonnegative Tensor Approximations. IEEE Trans. Inf. Theory 62(4): 2170-2183 (2016) - [j56]Rodrigo Cabral Farias, Jeremy Emile Cohen, Pierre Comon:
Exploring Multimodal Data Fusion Through Joint Decompositions with Flexible Couplings. IEEE Trans. Signal Process. 64(18): 4830-4844 (2016) - [c79]Souleymen Sahnoun, Konstantin Usevich, Pierre Comon:
Optimal choice of Hankel-block-Hankel matrix shape in 2-D parameter estimation: The rank-one case. EUSIPCO 2016: 321-325 - [c78]Miguel Angel Veganzones, Jeremy E. Cohen, Rodrigo Cabral Farias, Konstantin Usevich, Lucas Drumetz, Jocelyn Chanussot, Pierre Comon:
Canonical polyadic decomposition of hyperspectral patch tensors. EUSIPCO 2016: 2176-2180 - [c77]Jeremy Emile Cohen, Rodrigo Cabral Farias, Pierre Comon:
Joint tensor compression for coupled canonical polyadic decompositions. EUSIPCO 2016: 2285-2289 - [c76]Francesca Raimondi, Pierre Comon, Olivier J. J. Michel:
Wideband multilinear array processing through tensor decomposition. ICASSP 2016: 2951-2955 - [c75]Rémy Boyer, Pierre Comon:
Rectified ALS algorithm for multidimensional harmonic retrieval. SAM 2016: 1-5 - [c74]Chengfang Ren, Rodrigo Cabral Farias, Pierre-Olivier Amblard, Pierre Comon:
Performance bounds for coupled models. SAM 2016: 1-5 - [c73]Miguel Angel Veganzones, Sylvain Douté, Jeremy E. Cohen, R. Cabrai Farias, Jocelyn Chanussot, Pierre Comon:
Nonnegative CP decomposition of multiangle hyperspectral data: A case study on CRISM observations of Martian ICY surface. WHISPERS 2016: 1-5 - [i13]Pierre Comon, Yang Qi, Konstantin Usevich:
X-rank and identifiability for a polynomial decomposition model. CoRR abs/1603.01566 (2016) - [i12]Francesca Raimondi, Pierre Comon, Olivier J. J. Michel, Umberto Spagnolini:
Multidimensional factorization through helical mapping. CoRR abs/1603.02558 (2016) - 2015
- [j55]Jeremy E. Cohen, Rodrigo Cabral Farias, Pierre Comon:
Fast Decomposition of Large Nonnegative Tensors. IEEE Signal Process. Lett. 22(7): 862-866 (2015) - [j54]Hanna Becker, Laurent Albera, Pierre Comon, Rémi Gribonval, Fabrice Wendling, Isabelle Merlet:
Brain-Source Imaging: From sparse to tensor models. IEEE Signal Process. Mag. 32(6): 100-112 (2015) - [j53]Souleymen Sahnoun, Pierre Comon:
Joint Source Estimation and Localization. IEEE Trans. Signal Process. 63(10): 2485-2495 (2015) - [c72]Bertrand Rivet, Marc Duda, Anne Guérin-Dugué, Christian Jutten, Pierre Comon:
Multimodal approach to estimate the ocular movements during EEG recordings: A coupled tensor factorization method. EMBC 2015: 6983-6986 - [c71]Miguel Angel Veganzones, Jeremy E. Cohen, R. Cabrai Farias, Ruben Marrero, Jocelyn Chanussot, Pierre Comon:
Multilinear spectral unmixing of hyperspectral multiangle images. EUSIPCO 2015: 744-748 - [c70]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 - [c69]Rodrigo Cabral Farias, Pierre Comon:
Canonical polyadic tensor decomposition in the presence of non Gaussian noise. EUSIPCO 2015: 1321-1325 - [c68]Pierre Comon, Yang Qi, Konstantin Usevich:
A Polynomial Formulation for Joint Decomposition of Symmetric Tensors of Different Orders. LVA/ICA 2015: 22-30 - [c67]Rodrigo Cabral Farias, Jeremy Emile Cohen, Christian Jutten, Pierre Comon:
Joint Decompositions with Flexible Couplings. LVA/ICA 2015: 119-126 - [c66]Maxime Boizard, Rémy Boyer, Gérard Favier, Jeremy E. Cohen, Pierre Comon:
Performance estimation for tensor CP decomposition with structured factors. ICASSP 2015: 3482-3486 - [c65]Alex Pereira da Silva, Pierre Comon, André Lima Férrer de Almeida:
An iterative deflation algorithm for exact CP tensor decomposition. ICASSP 2015: 3961-3965 - [i11]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) - [i10]Rodrigo Cabral Farias, Jeremy Emile Cohen, Pierre Comon:
Exploring multimodal data fusion through joint decompositions with flexible couplings. CoRR abs/1505.07717 (2015) - [i9]Konstantin Usevich, Pierre Comon:
Quasi-Hankel low-rank matrix completion: a convex relaxation. CoRR abs/1505.07766 (2015) - [i8]Souleymen Sahnoun, El-Hadi Djermoune, David Brie, Pierre Comon:
A Simultaneous Sparse Approximation Method for Multidimensional Harmonic Retrieval. CoRR abs/1507.02075 (2015) - [i7]Alex Pereira da Silva, Pierre Comon, André Lima Férrer de Almeida:
Rank-1 Tensor Approximation Methods and Application to Deflation. CoRR abs/1508.05273 (2015) - 2014
- [j52]Awatif Rouijel, Khalid Minaoui, Pierre Comon, Driss Aboutajdine:
CP decomposition approach to blind separation for DS-CDMA system using a new performance index. EURASIP J. Adv. Signal Process. 2014: 128 (2014) - [j51]Hanna Becker, Laurent Albera, Pierre Comon, Martin Haardt, Gwénaël Birot, Fabrice Wendling, Martine Gavaret, Christian G. Bénar, Isabelle Merlet:
EEG extended source localization: Tensor-based vs. conventional methods. NeuroImage 96: 143-157 (2014) - [j50]Mohammad Niknazar, Hanna Becker, Bertrand Rivet, Christian Jutten, Pierre Comon:
Blind source separation of underdetermined mixtures of event-related sources. Signal Process. 101: 52-64 (2014) - [j49]Pierre Comon:
Tensors : A brief introduction. IEEE Signal Process. Mag. 31(3): 44-53 (2014) - [j48]Lek-Heng Lim, Pierre Comon:
Blind Multilinear Identification. IEEE Trans. Inf. Theory 60(2): 1260-1280 (2014) - [c64]Hanna Becker, Laurent Albera, Pierre Comon, Rémi Gribonval, Isabelle Merlet:
Fast, variation-based methods for the analysis of extended brain sources. EUSIPCO 2014: 41-45 - [c63]Jeremy E. Cohen, Pierre Comon:
On almost sure identifiability of non multilinear tensor decomposition. EUSIPCO 2014: 2245-2249 - [c62]Ivica Kopriva, Jean-Philip Royer, Nadège Thirion-Moreau, Pierre Comon:
Error Analysis of low-rank three-way tensor factorization approach to blind source separation. ICASSP 2014: 3186-3190 - [c61]Hanna Becker, Laurent Albera, Pierre Comon, Rémi Gribonval, Fabrice Wendling, Isabelle Merlet:
A performance study of various brain source imaging approaches. ICASSP 2014: 5869-5873 - [c60]Souleymen Sahnoun, Pierre Comon:
Deterministic blind identification in antenna array processing. SAM 2014: 425-428 - [c59]Rodrigo Cabral Farias, Pierre Comon, Roland Redon:
Data mining by nonnegative tensor approximation. MLSP 2014: 1-6 - [c58]Awatif Rouijel, Khalid Minaoui, Pierre Comon, Driss Aboutajdine:
Short: Blind Separation of the Multiarray Multisensor Systems Using the CP Decomposition. NETYS 2014: 313-318 - [i6]Yang Qi, Pierre Comon, Lek-Heng Lim:
Uniqueness of Nonnegative Tensor Approximations. CoRR abs/1410.8129 (2014) - 2013
- [j47]Marc Castella, Selwa Rafi, Pierre Comon, Wojciech Pieczynski:
Separation of instantaneous mixtures of a particular set of dependent sources using classical ICA methods. EURASIP J. Adv. Signal Process. 2013: 62 (2013) - [j46]Laurent Galluccio, Olivier J. J. Michel, Pierre Comon, Mark Kliger, Alfred O. Hero III:
Clustering with a new distance measure based on a dual-rooted tree. Inf. Sci. 251: 96-113 (2013) - [j45]Alessandra Bernardi, Jérôme Brachat, Pierre Comon, Bernard Mourrain:
General tensor decomposition, moment matrices and applications. J. Symb. Comput. 52: 51-71 (2013) - [c57]Pierre Comon, Khalid Minaoui, Awatif Rouijel, Driss Aboutajdine:
Performance index for tensor polyadic decompositions. EUSIPCO 2013: 1-5 - [c56]Mohammad Niknazar, Hanna Becker, Bertrand Rivet, Christian Jutten, Pierre Comon:
Robust 3-way tensor decomposition and extended state Kalman filtering to extract fetal ECG. EUSIPCO 2013: 1-5 - 2012
- [j44]Mikael Sørensen, Lieven De Lathauwer, Pierre Comon, Sylvie Icart, Luc Deneire:
Canonical Polyadic Decomposition with a Columnwise Orthonormal Factor Matrix. SIAM J. Matrix Anal. Appl. 33(4): 1190-1213 (2012) - [j43]Hanna Becker, Pierre Comon, Laurent Albera, Martin Haardt, Isabelle Merlet:
Multi-way space-time-wave-vector analysis for EEG source separation. Signal Process. 92(4): 1021-1031 (2012) - [j42]Laurent Galluccio, Olivier J. J. Michel, Pierre Comon, Alfred O. Hero III:
Graph based k-means clustering. Signal Process. 92(9): 1970-1984 (2012) - [j41]André L. F. de Almeida, Xavier Luciani, Alwin Stegeman, Pierre Comon:
CONFAC Decomposition Approach to Blind Identification of Underdetermined Mixtures Based on Generating Function Derivatives. IEEE Trans. Signal Process. 60(11): 5698-5713 (2012) - [c55]Jean-Philip Royer, Nadège Thirion-Moreau, Pierre Comon:
Nonnegative 3-way tensor factorization taking in to account possible missing data. EUSIPCO 2012: 71-75 - [c54]Hanna Becker, Pierre Comon, Laurent Albera:
Tensor-based preprocessing of combined EEG/MEG data. EUSIPCO 2012: 275-279 - [i5]Lek-Heng Lim, Pierre Comon:
Blind Multilinear Identification. CoRR abs/1212.6663 (2012) - 2011
- [j40]Jean-Philip Royer, Nadège Thirion-Moreau, Pierre Comon:
Computing the polyadic decomposition of nonnegative third order tensors. Signal Process. 91(9): 2159-2171 (2011) - [j39]Xavier Luciani, André Lima Férrer de Almeida, Pierre Comon:
Blind Identification of Underdetermined Mixtures Based on the Characteristic Function: The Complex Case. IEEE Trans. Signal Process. 59(2): 540-553 (2011) - [c53]Jean-Philip Royer, Pierre Comon, Nadège Thirion-Moreau:
Computing the nonnegative 3-way tensor factorization using Tikhonov regularization. ICASSP 2011: 2732-2735 - [c52]Jean-Philip Royer, Pierre Comon, Nadège Thirion-Moreau:
Nonnegative 3-way tensor factorization via conjugate gradient with globally optimal stepsize. ICASSP 2011: 4040-4043 - [c51]Alessandra Bernardi, Jérôme Brachat, Pierre Comon, Bernard Mourrain:
Multihomogeneous polynomial decomposition using moment matrices. ISSAC 2011: 35-42 - 2010
- [j38]Carlos Estêvão R. Fernandes, Pierre Comon, Gérard Favier:
Blind identification of MISO-FIR channels. Signal Process. 90(2): 490-503 (2010) - [j37]Vicente Zarzoso, Pierre Comon:
Robust independent component analysis by iterative maximization of the kurtosis contrast with algebraic optimal step size. IEEE Trans. Neural Networks 21(2): 248-261 (2010) - [j36]Vicente Zarzoso, Pierre Comon, Ronald Phlypo:
A contrast function for independent component analysis without permutation ambiguity. IEEE Trans. Neural Networks 21(5): 863-868 (2010) - [c50]Xavier Luciani, André Lima Férrer de Almeida, Pierre Comon:
Blind identification of underdetermined mixtures of complex sources based on the characteristic function. EUSIPCO 2010: 885-889 - [c49]Laurent Galluccio, Olivier J. J. Michel, Pierre Comon:
Clustering on manifolds with dual-rooted minimal spanning trees. EUSIPCO 2010: 1194-1198 - [c48]Hanna Becker, Pierre Comon, Laurent Albera, Martin Haardt, Isabelle Merlet:
Multiway space-time-wave-vector analysis for source localization and extraction. EUSIPCO 2010: 1349-1353 - [c47]André L. F. de Almeida, Pierre Comon, Xavier Luciani:
Deterministic Blind Separation of Sources Having Different Symbol Rates Using Tensor-Based Parallel Deflation. LVA/ICA 2010: 362-369 - [c46]Julie Coloigner, Laurent Albera, Ahmad Karfoul, Amar Kachenoura, Pierre Comon, Lotfi Senhadji:
Semi-nonnegative Independent Component Analysis: The (3, 4)-SENICAexp Method. LVA/ICA 2010: 612-619 - [c45]Pierre Comon, Mikael Sørensen, Elias P. Tsigaridas:
Decomposing tensors with structured matrix factors reduces to rank-1 approximations. ICASSP 2010: 3858-3861 - [i4]Lek-Heng Lim, Pierre Comon:
Multiarray Signal Processing: Tensor decomposition meets compressed sensing. CoRR abs/1002.4935 (2010)
2000 – 2009
- 2009
- [j35]Sylvie Icart, Pierre Comon, Ludwig Rota:
Blind paraunitary equalization. Signal Process. 89(3): 283-290 (2009) - [j34]Jean Pierre Delmas, Yann Meurisse, Pierre Comon:
Performance Limits of Alphabet Diversities for FIR SISO Channel Identification. IEEE Trans. Signal Process. 57(1): 73-82 (2009) - [c44]Mikael Sørensen, Pierre Comon, Sylvie Icart, Luc Deneire:
Approximate tensor diagonalization by invertible transforms. EUSIPCO 2009: 500-504 - [c43]Alwin Stegeman, Pierre Comon:
Subtracting a best rank-1 approximation may increase tensor rank. EUSIPCO 2009: 505-509 - [c42]Ahmad Karfoul, Laurent Albera, Pierre Comon:
Canonical decomposition of even order hermitian positive semi-definite arrays. EUSIPCO 2009: 515-519 - [c41]Jérôme Brachat, Pierre Comon, Bernard Mourrain, Elias P. Tsigaridas:
Symmetric tensor decomposition. EUSIPCO 2009: 525-529 - [c40]Mikael Sørensen, Pierre Comon, Sylvie Icart, Luc Deneire:
PARAFAC2 Receivers for Orthogonal Space-Time Block Codes. ICC 2009: 1-5 - [c39]Carlos Estêvão R. Fernandes, Pierre Comon, Gérard Favier:
Blind Order Detection and Parameter Estimation of MISO-FIR Channels. ICA 2009: 251-258 - [i3]Jérôme Brachat, Pierre Comon, Bernard Mourrain, Elias P. Tsigaridas:
Symmetric tensor decomposition. CoRR abs/0901.3706 (2009) - [i2]Lek-Heng Lim, Pierre Comon:
Nonnegative approximations of nonnegative tensors. CoRR abs/0903.4530 (2009) - 2008
- [j33]Myriam Rajih, Pierre Comon, Richard A. Harshman:
Enhanced Line Search: A Novel Method to Accelerate PARAFAC. SIAM J. Matrix Anal. Appl. 30(3): 1128-1147 (2008) - [j32]Pierre Comon, Gene H. Golub, Lek-Heng Lim, Bernard Mourrain:
Symmetric Tensors and Symmetric Tensor Rank. SIAM J. Matrix Anal. Appl. 30(3): 1254-1279 (2008) - [j31]Lieven De Lathauwer, Pierre Comon, Nicola Mastronardi:
Special Issue on Tensor Decompositions and Applications. SIAM J. Matrix Anal. Appl. 30(3) (2008) - [j30]Vicente Zarzoso, Ronald Phlypo, Pierre Comon:
A Contrast for Independent Component Analysis With Priors on the Source Kurtosis Signs. IEEE Signal Process. Lett. 15: 501-504 (2008) - [j29]Amar Kachenoura, Laurent Albera, Lotfi Senhadji, Pierre Comon:
Ica: a potential tool for bci systems. IEEE Signal Process. Mag. 25(1): 57-68 (2008) - [j28]Vicente Zarzoso, Pierre Comon:
Optimal Step-Size Constant Modulus Algorithm. IEEE Trans. Commun. 56(1): 10-13 (2008) - [c38]Laurent Galluccio, Olivier J. J. Michel, Pierre Comon:
Unsupervised clustering on multi-component datasets: Applications on images and astrophysics data. EUSIPCO 2008: 1-5 - [c37]Mikael Sørensen, Sylvie Icart, Pierre Comon, Luc Deneire:
Gradient based Approximate Joint Diagonalization by orthogonal transforms. EUSIPCO 2008: 1-5 - [c36]Pierre Comon, Jos M. F. ten Berge:
Generic and typical ranks of three-way arrays. ICASSP 2008: 3313-3316 - [i1]Pierre Comon, Jos M. F. ten Berge:
Generic and Typical Ranks of Three-Way Arrays. CoRR abs/0802.2371 (2008) - 2007
- [c35]Marc Castella, Pierre Comon:
Blind Separation of Instantaneous Mixtures of Dependent Sources. ICA 2007: 9-16 - [c34]Vicente Zarzoso, Pierre Comon:
Comparative Speed Analysis of FastICA. ICA 2007: 293-300 - [c33]Ronald Phlypo, Vicente Zarzoso, Pierre Comon, Yves D'Asseler, Ignace Lemahieu:
Extraction of Atrial Activity from the ECG by Spectrally Constrained ICA Based on Kurtosis Sign. ICA 2007: 641-648 - [c32]Carlos Estêvão R. Fernandes, Pierre Comon, Gérard Favier:
Order Detection and Blind Identification of 2 × 1 MISO Channels. ICASSP (3) 2007: 753-756 - 2006
- [j27]Jérôme Lebrun, Pierre Comon:
Blind algebraic identification of communication channels: symbolic solution algorithms. Appl. Algebra Eng. Commun. Comput. 17(6): 471-485 (2006) - [j26]Pierre Comon, Myriam Rajih:
Blind identification of under-determined mixtures based on the characteristic function. Signal Process. 86(9): 2271-2281 (2006) - [j25]Nicolas Petrochilos, Pierre Comon:
A zero-cumulant random variable and its applications. Signal Process. 86(11): 3334-3338 (2006) - [c31]Vicente Zarzoso, Pierre Comon, Mariem Kallel:
How fast is FastICA? EUSIPCO 2006: 1-5 - [c30]Myriam Rajih, Pierre Comon:
Alternating Least Squares Identification of Under-Determined Mixtures Based on the Characteristic Function. ICASSP (3) 2006: 117-120 - [c29]Pierre Comon, Bernard Mourrain, Lek-Heng Lim, Gene H. Golub:
Genericity And Rank Deficiency Of High Order Symmetric Tensors. ICASSP (3) 2006: 125-128 - 2005
- [j24]Pascal Chevalier, Laurent Albera, Anne Ferréol, Pierre Comon:
On the virtual array concept for higher order array processing. IEEE Trans. Signal Process. 53(4): 1254-1271 (2005) - [j23]Laurent Albera, Anne Ferréol, Pascal Chevalier, Pierre Comon:
ICAR: a tool for blind source separation using fourth-order statistics only. IEEE Trans. Signal Process. 53(10): 3633-3643 (2005) - [j22]Vicente Zarzoso, Pierre Comon:
Blind and semi-blind equalization based on the constant power criterion. IEEE Trans. Signal Process. 53(11): 4363-4375 (2005) - [c28]Myriam Rajih, Pierre Comon:
Enhanced Line Search: A novel method to accelerate Parafac. EUSIPCO 2005: 1-4 - [c27]Vicente Zarzoso, Pierre Comon:
Blind channel equalization with algebraic optimal step size. EUSIPCO 2005: 1-4 - [c26]Vicente Zarzoso, Pierre Comon:
Semi-blind constant modulus equalization with optimal step size. ICASSP (3) 2005: 577-580 - [c25]Pierre Comon, Myriam Rajih:
Blind identification of under-determined mixtures based on the characteristic function. ICASSP (4) 2005: 1005-1008 - 2004
- [j21]Pierre Comon:
Blind identification and source separation in 2×3 under-determined mixtures. IEEE Trans. Signal Process. 52(1): 11-22 (2004) - [c24]Ludwig Rota, Pierre Comon:
Alphabet Polynomial Fitting criteria for blind equalization. EUSIPCO 2004: 33-36 - [c23]Jérôme Lebrun, Pierre Comon:
A linear algebra approach to systems of polynomial equations with application to digital communications. EUSIPCO 2004: 213-216 - [c22]Pierre Comon, Myriam Rajih:
Blind Identification of Complex Under-Determined Mixtures. ICA 2004: 105-112 - [c21]Laurent Albera, Pierre Comon, Pascal Chevalier, Anne Ferréol:
Blind identification of underdetermined mixtures based on the hexacovariance. ICASSP (2) 2004: 29-32 - [c20]Ludwig Rota, Pierre Comon:
Blind equalizers based on polynomial criteria. ICASSP (4) 2004: 441-444 - [c19]Laurent Albera, Anne Ferréol, Pascal Chevalier, Pierre Comon:
ICAR: independent component analysis using redundancies. ISCAS (5) 2004: 672-675 - 2003
- [j20]Pierre Comon, Ludwig Rota:
Blind Separation of Independent Sources from Convolutive Mixtures. IEICE Trans. Fundam. Electron. Commun. Comput. Sci. 86-A(3): 542-549 (2003) - [c18]Ludwig Rota, Pierre Comon, Sylvie Icart:
Blind MIMO paraunitary equalizer. ICASSP (4) 2003: 285-288 - [c17]Jérôme Lebrun, Pierre Comon:
An algebraic approach to blind identification of communication channels. ISSPA (1) 2003: 665-668 - 2002
- [j19]Olivier Grellier, Pierre Comon, Bernard Mourrain, Philippe Trebuchet:
Analytical blind channel identification. IEEE Trans. Signal Process. 50(9): 2196-2207 (2002) - 2001
- [c16]Pierre Comon, Eric Moreau:
Blind MIMO equalization and joint-diagonalization criteria. ICASSP 2001: 2749-2752 - 2000
- [j18]Eric Moreau, Pierre Comon:
Comments on blind beamforming for multiple non-Gaussian signals and the constant-modulus algorithm. IEEE Trans. Signal Process. 48(11): 3248-3250 (2000) - [c15]Olivier Grellier, Pierre Comon:
Analytical blind discrete source separation. EUSIPCO 2000: 1-4 - [c14]Nicolas Petrochilos, Pierre Comon:
ML estimation of SSR signals, identifiability, and Cramer-Rao Bounds. EUSIPCO 2000: 1-4 - [c13]Nicolas Petrochilos, Pierre Comon:
Nonlinear channel identification and performance analysis. ICASSP 2000: 209-212
1990 – 1999
- 1998
- [j17]Bruno Emile, Pierre Comon:
Estimation of time delays between unknown colored signals. Signal Process. 69(1): 93-100 (1998) - [j16]Olivier Grellier, Pierre Comon:
Blind separation of discrete sources. IEEE Signal Process. Lett. 5(8): 212-214 (1998) - [j15]Bruno Emile, Pierre Comon, Joël Le Roux:
Estimation of time delays with fewer sensors than sources. IEEE Trans. Signal Process. 46(7): 2012-2015 (1998) - [c12]Olivier Grellier, Pierre Comon:
Performance of blind discrete source separation. EUSIPCO 1998: 1-4 - [c11]Olivier Grellier, Pierre Comon:
Self calibration in presence of correlated discrete sources. EUSIPCO 1998: 1-4 - 1997
- [c10]Pierre Comon, Eric Moreau:
Improved contrast dedicated to blind separation in communications. ICASSP 1997: 3453-3456 - 1996
- [j14]Pierre Comon, Bernard Mourrain:
Decomposition of quantics in sums of powers of linear forms. Signal Process. 53(2-3): 93-107 (1996) - [j13]Pierre Comon:
Contrasts for multichannel blind deconvolution. IEEE Signal Process. Lett. 3(7): 209-211 (1996) - [j12]Pierre Comon, Georges Bienvenu:
Ultimate performance of QEM classifiers. IEEE Trans. Neural Networks 7(6): 1535-1537 (1996) - [c9]Pierre Comon, Laurent Deruaz:
Array self calibration: Identifiability issues. EUSIPCO 1996: 1-4 - [c8]Pierre Comon, Bruno Emile, Georges Bienvenu:
Time delay estimation in a multipath context. EUSIPCO 1996: 1-4 - 1995
- [c7]Pierre Comon:
Invited paper: Supervised classification: a probabilistic approach. ESANN 1995 - [c6]Pierre Comon, Yves Cheneval:
Supervised Classification With Variable Kernel Estimators. IWANN 1995: 1099-1106 - 1994
- [j11]Pierre Comon:
Independent component analysis, A new concept? Signal Process. 36(3): 287-314 (1994) - [c5]Pierre Comon, Jean-Luc Voz, Michel Verleysen:
Estimation of performance bounds in supervised classification. ESANN 1994 - 1993
- [j10]Pierre Comon, Pascal Laurent-Gengoux:
Displacement Rank of Generalized Inverses of Persymmetric Matrices. SIAM J. Matrix Anal. Appl. 14(3): 646-654 (1993) - [c4]Christian Jutten, Pierre Comon:
Neural Bayesian Classifier. IWANN 1993: 119-124 - 1992
- [j9]Pierre Comon:
MA identification using fourth order cumulants. Signal Process. 26(3): 381-388 (1992) - [c3]Pierre Comon:
Displacement rank of pseudo-inverses. ICASSP 1992: 49-52 - 1991
- [j8]Pierre Comon, Christian Jutten, Jeanny Hérault:
Blind separation of sources, part II: Problems statement. Signal Process. 24(1): 11-20 (1991) - 1990
- [j7]Pierre Comon, Yves Robert, Denis Trystram:
Systolic implementation of the adaptive solution to normal equations. Comput. Vis. Graph. Image Process. 52(3): 402-408 (1990) - [j6]Pierre Comon, Gene H. Golub:
Tracking a few extreme singular values and vectors in signal processing. Proc. IEEE 78(8): 1327-1343 (1990) - [j5]Pierre Comon, Dinh-Tuan Pham:
Estimating the order of a FIR filter for noise cancellation. IEEE Trans. Inf. Theory 36(2): 429-434 (1990)
1980 – 1989
- 1989
- [j4]Pierre Comon, Laurent Kopp:
Comments, with reply, on 'A real-time high-resolution technique for angle-of-arrival estimation' by J.P. Reilly. Proc. IEEE 77(3): 492-494 (1989) - [j3]Pierre Comon, Dinh-Tuan Pham:
An error bound for a noise canceller. IEEE Trans. Acoust. Speech Signal Process. 37(10): 1513-1517 (1989) - [c2]Pierre Comon:
Statistical approach to the Jutten-Hérault algorithm. NATO Neurocomputing 1989: 81-88 - 1987
- [j2]Pierre Comon, Yves Robert:
A systolic array for computing B A-1. IEEE Trans. Acoust. Speech Signal Process. 35(6): 717-723 (1987) - 1986
- [j1]Pierre Comon, Jean-Louis Lacoume:
Noise reduction for an estimated Wiener filter using noise references. IEEE Trans. Inf. Theory 32(2): 310-313 (1986) - [c1]Pierre Comon, Jean-Louis Lacoume:
A robust adaptive filter for noise reduction problems. ICASSP 1986: 2599-2602
Coauthor Index
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