COMON
Pierre
Directeur de recherche CNRS
Miscellaneous Projects Publications Teaching Supervising Research CV
Publications
Old home page: https://www.gipsa-lab.grenoble-inp.fr/~pierre.comon/
New home page: https://www.gipsa-lab.grenoble-inp.fr/user/pierre.comon/

Publications in the HAL database


Selected publications by topic



Listed in retrochronological order in each of the following category:


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Journal papers published in English

  1. J. Li and K. Usevich and P. Comon,
    ``Convergence of Gradient-based block coordinate descent algorithms for non-orthogonal joint approximate diagonalization of matrices,'' SIAM Journal on Matrix Analysis and Applications, 44(2):592--621, 2023. Preprint: hal-03408912, arxiv:2009.13377.
  2. J. H. de Morais Goulart, R. Couillet, and P. Comon,
    ``A Random Matrix Perspective on Random Tensors,'' Journal of Machine Learning Research, 23(264):1--36, 2022. Preprint: hal-03793940, arxiv:2108.0077.
  3. M. Nazih, K. Minaoui, E. Sobhani, and P. Comon,
    ``Computation of the nonnegative canonical tensor decomposition with two accelerated proximal gradient algorithms,'' Digital Signal Processing, 129, September 2022. Preprint: hal-03233458
  4. S. ElBouch, O. Michel, and P. Comon,
    ``A Normality Test for Multivariate Dependent Samples,'' Eurasip Signal Processing, 201, December 2022. Preprint: hal-03344745.
  5. Z. Long, C. Zhu, J. Liu, Y. Liu, P. Comon and Y. Liu
    ``Trainable Subspaces for Low Rank Tensor Completion: Model and Analysis,'' IEEE Trans. Signal Processing , 70:2502--2517, 2022. Preprint: hal-03656758
  6. C. Prevost, K. Usevich, M. Haardt, P. Comon, and D. Brie,
    ``Constrained Cramer-Rao bounds for reconstruction problems formulated as coupled tensor models,'' Signal Processing, Elsevier, vol.198, Sep., 2022. Preprint: hal-03651874
  7. P. Maho and C. Herrier and T. Livache and P. Comon and S. Barthelme, ``A calibrant-free compensation method for chemical sensor arrays''. Chemometrics and Intelligent Laboratory Systems, vol.225, June, 2022. Preprint: hal-03409223
  8. E. Sobhani, P. Comon, C. Jutten, and M. Babaie-Zadeh,
    ``CorrIndex: a permutation invariant performance index,'' Signal Processing, Elsevier, 195, June 2022. Preprint: hal-03230210.
  9. J. Li, K. Usevich, and P. Comon,
    ``Jacobi-type algorithm for low rank orthogonal approximation of symmetric tensors and its convergence analysis,'' Pacific Journal of Optimization, 17(3):357--379, September 2021. Preprint: hal-03233467, arxiv:1911.00659. Special issue on Tensor Optimization and Data Analysis.
  10. M. Nazih, K. Minaoui, E. Sobhani, and P. Comon,
    ``Computation of low-rank tensor approximation under existence constraint via a forward-backward algorithm,'' Signal Processing, Elsevier, 188, Nov. 2021. Preprint: hal-03149860.
  11. P. Maho, C. Herrier, T. Livache, P. Comon, and S. Barthelme,
    ``Real-time gas recognition and gas unmixing in robot applications,'' Sensors and Actuators: B. Chemical, 330(1), March 2021 Preprint: hal-02448737.
  12. S. Miron, Y. Zniyed, R. Boyer, A. de Almeida, G. Favier, D. Brie, and P. Comon,
    ``Tensor methods for multisensor signal processing,'' IET Signal Processing, 14(10):693--709, March 2021. Preprint: hal-03024673. Wiley online.
  13. J. H. de M Goulart, P. M. de Oliveira, R. Cabral Farias, V. Zarzoso and P. Comon,
    ``Alternating group Lasso algorithm for low-rank tensor decomposition with application to atrial activity source extraction,'' IEEE Trans. Signal Processing. 68(1):2682-2696, December 2020. DOI: 10.1109/TSP.2020.2985591. Preprint: hal-01899469.
  14. C. Prevost, K. Usevich, P. Comon, and D. Brie,
    ``Hyperspectral Super-Resolution with Coupled Tucker Approximation: Recoverability and SVD-based algorithms,'' IEEE Trans. Signal Processing, 68(1):931-946, December 2020. DOI: 10.1109/TSP.2020.2965305 Preprint: hal-01911969, arxiv:1811.11091.
  15. K. Usevich, J. Li, and P. Comon,
    ``Approximate Matrix and Tensor Diagonalization by Unitary Transformations: Convergence of Jacobi-type Algorithms,'' SIAM Journal on Optimization, 30(4):2998-3028, October 2020. DOI: 10.1137/19M125950X. Preprint: hal-01998900, arXiv:1905.12295.
  16. P. Maho, C. Herrier, T. Livache, G. Rolland, P. Comon and S. Barthelme,
    ``Reliable chiral recognition with an optoelectronic nose,'' Biosensors and Bioelectronics, vol.159, July, 2020. DOI: 10.1016/j.bios.2020.112183. Preprint: hal-02534216.
  17. P. Comon, L. H. Lim, Y. Qi, and K. Ye,
    ``Topology of tensor ranks,'' Advances in Mathematics, vol.367, June, 2020. hal-02361504. DOI:10.1016/j.aim.2020.107128. Preprint: arxiv:1804.08060.
  18. M. Nazih, K. Minaoui, and P. Comon,
    ``Using the Proximal Gradient and the Accelerated Proximal Gradient as a Canonical Polyadic tensor decomposition algorithm in difficult situations,'' Signal Processing, Elsevier, 171, June 2020. DOI: 10.1016/j.sigpro.2020.107472 Preprint: hal-02433477
  19. M. Jouni, M. Dalla Mura, and P. Comon,
    ``Hyperspectral Image Classification Based on Mathematical Morphology and Tensor Decomposition,'' Mathematical Morphology - Theory and Applications, 4(1), March 2020. DOI: 10.1515/mathm-2020-0001. Preprint: hal-02401272. Open access at degruyter.com
  20. Y. Xu, Z. Wu, J. Chanussot, P. Comon, and Z. Wei,
    ``Nonlocal Coupled Tensor CP Decomposition for Hyperspectral and Multispectral Image Fusion,'' IEEE Trans. Geoscience Remote Sensing, 58(1):348--362, January 2020. DOI: 10.1109/TGRS.2019.2936486 Preprint: hal-02123922.
  21. J. Li, K. Usevich, and P. Comon,
    ``On Diagonalization of Third Order Symmetric Tensors by Orthogonal Transformations,'' Linear Algebra Appl., 576:324-351, Sept. 2019. Preprint: arxiv:1804.01358, hal-02092389.
  22. J. H. De Goulart and P. Comon,
    ``On the minimal ranks of matrix pencils and the existence of a best approximate block-term tensor decomposition,'' Linear Algebra Appl., 561:161-186, Jan. 2019. Preprint: arxiv:1712.05742, hal-01909603
  23. J. Li, K. Usevich and P. Comon,
    ``Globally convergent Jacobi-type algorithms for simultaneous orthogonal symmetric tensor diagonalization,'' SIAM Journal Matrix Analysis Appl., 39(1):1-22, Jan. 2018. Preprint: hal-01628257, arxiv:1702.03750.
  24. S. Sahnoun, P. Comon and K. Usevich,
    ``Multidimensional ESPRIT for Damped and Undamped Signals: Algorithm, Computations and Perturbation Analysis,'' IEEE Trans. Signal Processing, 65(22):5897-5910, Nov. 2017. hal-01360438
  25. F. Raimondi, R. Cabral Farias, O. Michel, and P. Comon,
    ``Wideband multiple diversity tensor array processing,'' IEEE Trans. Sig. Proc., 65:5334--5346, October 2017 hal-01350549
  26. H. Becker, L. Albera, P. Comon, J.-C. Nunes, R. Gribonval, J. Fleureau, P. Guillotel and I. Merlet,
    ``SISSY: an efficient and automatic algorithm for the analysis of EEG sources based on structured sparsity,'' Neuroimage, 157:157-172, August 2017. hal-inserm-01617155
  27. P. Comon, Y. Qi, and K. Usevich,
    ``Identifiability of an X-rank decomposition of polynomial maps,'' SIAM Journal on Applied Algebra and Geometry, 1:388--414, July 2017 arxiv:1603.01566, hal-01763858
  28. S. Chlaily, C. Ren, P. O. Amblard, O. Michel, P. Comon, and C. Jutten,
    ``Information-Estimation relationship in Mismatched Gaussian channels,'' IEEE Signal Processing Letters, 24(5):688--692, May 2017. hal-01493481
  29. F. E. D. Raimondi and P. Comon,
    ``Tensor DoA Estimation with Directional Elements,'' IEEE Signal Processing Letters, 24(5):648--652, May 2017. hal-01369713
  30. S. Sahnoun, E.-H. Djermoune, D. Brie, and P. Comon,
    ``A Simultaneous Sparse Approximation Method for Multidimensional Harmonic Retrieval,'' Signal Processing, Elsevier, 137:36-48, Feb. 2017. hal-01174780
  31. Y. Qi, P. Comon, and L-H. Lim, ``Semialgebraic Geometry of Nonnegative Tensors,'' SIAM J. Matrix Ana. Appl., vol.37, no.4, pp.1556-1580, 2016. arxiv:1601.05351, hal-01763832
  32. F. Raimondi, P. Comon, O. Michel, and U. Spagnolini,
    ``Multidimensional factorization through helical mapping,'' Signal Processing, 131:171--180, February 2017. hal-01285533
  33. H. Becker, L. Albera, P. Comon, R. Gribonval, F. Wendling, and I. Merlet,
    ``Localization of distributed EEG sources in the context of epilepsy: a simulation study,'' Ingenierie et Recherche Biomedicale - IRBM, 37(5-6):242--253, November 2016. hal-01359237
  34. A. Pereira da Silva, P. Comon, and A. Lima Ferrer de Almeida,
    ``On the reduction of multivariate quadratic systems to best rank-1 approximation of three-way tensors,'' Applied Mathematics Letters, 62:9--15, December 2016. hal-01567408
  35. R. Cabral-Farias, J. E. Cohen, and P. Comon,
    ``Exploring multimodal data fusion through joint decompositions with flexible couplings,'' IEEE Trans. Sig. Proc., 64(18):4830-4844, Sept. 2016. hal-01158082
  36. A. Pereira da Silva, P. Comon, and A. Lima Ferrer de Almeida,
    ``A finite algorithm to compute rank-1 tensor approximations,'' Sig. Proc. Letters, 23(7):959--963, July 2016. hal-01385538, arxiv:1508.05273
  37. H. Becker, L. Albera, P. Comon, A. Kachenoura, and I. Merlet,
    ``A penalized semi-algebraic deflation ICA algorithm for the efficient extraction of interictal epileptic signals,'' IEEE J. Biomed. Health Informatics, 21(1):94--104, Jan. 2017. Available online 26 nov 2015. hal-01246030
  38. Y. Qi, P. Comon, and L. H. Lim,
    ``Uniqueness of NonNegative Tensor Approximations,'' IEEE Trans. Inf. Theory, 62(4):2170-2183, April 2016. arXiv:1410.8129. hal-01015519
  39. K. Usevich and P. Comon,
    ``Hankel Low-Rank Matrix Completion: Performance of the Nuclear Norm Relaxation,'' IEEE J. Selected Topics Sig. Proc., 10(4):637--646, June 2016 Special issue. hal-01130631. arxiv:1505.07766.
  40. J. H. De Goulart, M. Boizard, R. Boyer, G. Favier, and P. Comon,
    ``Tensor CP Decomposition with Structured Factor Matrices: Algorithms and Performance,'' IEEE J. Selected Topics Sig. Proc., 10(4):757--769, June 2016 Special issue. hal-01246855
  41. J. E. Cohen, P. Comon, and X. Luciani,
    ``Correcting inner filter effects, a non Multilinear Tensor Decomposition Method,'' Chemometrics Intel. Lab. Syst., 150:29--40, January 2016. hal-01158152
  42. M. Veganzones, J. E. Cohen, R. Cabral Farias, J. Chanussot, and P. Comon,
    ``Nonnegative Tensor CP Decomposition of Hyperspectral Data,'' IEEE Trans. Geoscience and Remote Sensing, vol.54, no.5, pp.2577-2588, 2016. hal-01134470
  43. F. Raimondi, P. Comon, O. Michel, S. Sahnoun, and A. Helmstetter,
    ``Tensor decomposition exploiting diversity of propagation velocities; application to localization of icequake events,'' Signal Processing, 118:75--88, 2016 published online on July 15, 2015. hal-01118401
  44. H. Becker, L. Albera, P. Comon, R. Gribonval, F. Wendling, and I. Merlet, ``Brain source imaging: from sparse to tensor models,'' IEEE Sig. Proc. Magazine, 32(6):100--112, November 2015. hal-01190559
  45. A. Helmstetter, L. Moreau, B. Nicolas, P. Comon, and M. Gay,
    ``Intermediate-depth icequakes and harmonic tremor in an Alpine glacier (glacier d’Argentiere, France): evidence for hydraulic fracturing?,'' J. Geophysical Research, 120(3):402--416, March 2015. hal-01118889
  46. S. Sahnoun and P. Comon,
    ``Joint Source Estimation and Localization,'' IEEE Trans. Sig. Proc., 63(10):2485--2495, 2015. published online in Feb. 2015. hal-01005352
  47. A. Helmstetter, B. Nicolas, P. Comon, and M. Gay,
    ``Basal icequakes recorded beneath an Alpine glacier (Glacier d’Argentiere, France): evidence for stick-slip motion?,'' J. Geophysical Research, 120(3):379--401, March 2015. hal-01118884
  48. J.-P. Royer, N. Thirion-Moreau, P. Comon, R. Redon, and S. Mounier,
    ``A Regularized NonNegative Canonical Polyadic Decomposition algorithm with preprocessing for 3D Fluorescence Spectroscopy,'' Jour. Chemometrics, 29(4):253--265, April 2015. published online on March 4. hal-01126693
  49. J. E. Cohen, R. Cabral Farias, and P. Comon,
    ``Fast Decomposition of Large Nonnegative Tensors,'' IEEE Sig. Proc. Letters, 22(7):862--866, July 2015 accepted in nov. 2014. hal-01069069
  50. A. Rouijel, K. Minaoui, P. Comon, and D. Aboutajdine,
    ``CP decomposition approach to blind separation for DS-CDMA system using a new performance index,'' EURASIP Journal on Advances in Signal Processing, 128, p. 128, Aug. 2014. Open access. hal-01120562
  51. H. Becker, L. Albera, P. Comon, M. Haardt, G. Birot, F. Wendling, M. Gavaret, C. G. Bénar, and I. Merlet,
    ``EEG Extended Source Localization: Tensor-based vs Conventional Methods,'' NeuroImage, 96:143-57, August 2014. hal-01011856
  52. P. Comon, ``Tensors: a brief introduction,'' IEEE Sig. Proc. Magazine, 31(3):44--53, May 2014. special issue on BSS. hal-00923279
  53. J. Coloigner, A. Karfoul, L. Albera, and P. Comon, ``Line search and trust region strategies for canonical decomposition of semi-nonnegative semi-symmetric 3rd order tensors,'' Linear Algebra Appl., 450:334--374, June 2014. hal-00945606
  54. M. Niknazar, H. Becker, B. Rivet, C. Jutten, and P. Comon, ``Blind source separation of underdetermined mixtures of event-related sources,'' Signal Processing, 101:52--64, August 2014. hal-00952039
  55. L.-H. Lim and P. Comon, ``Blind Multilinear identification,'' IEEE Trans. Inf. Theory, 60(2):1260-1280, Feb. 2014. IEEE open access. arxiv:1212.6663, hal-00763275.
  56. L. Galluccio, O. Michel, P. Comon, M. Kliger, and A. Hero, `` Clustering with a new Distance Measure based on a Dual-Rooted Tree,'' Information Sciences, 251:96--113, December 2013. URL. hal-00726005
  57. M. Castella, S. Rafi, P. Comon, and W. Pieczynski,
    ``Separation of instantaneous mixtures of dependent sources using classical ICA methods,'' Eurasip Journal on Advances in Signal Processing, March 2013. published online in March 2013 open access. hal-00830124
  58. M. Sorensen and P. Comon,
    ``Tensor Decompositions with Banded Matrix Factors,'' Linear Algebra Appl., 438(1):919--941, January 2013 special issue, published online on Jan. 5, 2012. hal-00740572
  59. A. Bernardi, J. Brachat, P. Comon, and B. Mourrain,
    ``General Tensor Decomposition, Moment Matrices and Applications,'' Journal of Symbolic Computation, 52:51--71, May 2013. special issue Issac-2011, hal inria-00590965
  60. M. Sorensen, L. De Lathauwer, P. Comon, S. Icart, and L. Deneire,
    ``Canonical Polyadic decomposition with a Columnwise Orthonormal Factor Matrix,'' SIAM Jour. Matrix Anal. Appl., 33(4):1190--1213, 2012. hal-00781143
  61. L. Albera, A. Kachenoura, P. Comon, A. Karfoul, F. Wendling, L. Senhadji, and I. Merlet,
    ``ICA-based EEG denoising: a comparative analysis of fifteen methods,'' Bulletin of the Polish Academy of Sciences - Technical sciences, 60(3):407--418, October 2012. special issue on Data Mining in Bioengineering. hal-00740304.
  62. A. L. F. de Almeida, X. Luciani, A. Stegeman, and P. Comon,
    ``CONFAC Decomposition Approach to Blind Identification of Underdetermined Mixtures Based on Generating Function Derivatives,'' IEEE Trans. Sig. Proc., 60(11):5698--5713, November 2012 published online in August 2012. hal-00739130
  63. L. Galluccio, O. Michel, P. Comon, and A. O. Hero,
    ``Graph Based K-Means Clustering,'' Signal Processing, 92(9):1970--1984, September 2012 published online on Jan. 20, 2012. hal-00701886
  64. P. Comon and G. Ottaviani,
    ``On the typical rank of real binary forms,'' Linear and Multilinear Algebra, 60(6):657--667, May 2012 arXiv:0909.4865. Published online on Nov. 25, 2011. hal-00700790
  65. H. Becker, P. Comon, L. Albera, M. Haardt, and I. Merlet,
    ``Multi-way Space-Time-WaveVector analysis for EEG source separation,'' Signal Processing, 92(4):102--1031, April 2012 published online on Oct. 28, 2011. hal-00683304
  66. J-P. Royer, N. Thirion-Moreau, and P. Comon,
    ``Computing the polyadic decomposition of nonnegative third order tensors,'' Signal Processing, 91(9), September 2011. hal-00618729
  67. X. Luciani, A. L. F. de Almeida, and P. Comon,
    ``Blind Identification of Underdetermined Mixtures Based on the Characteristic Function: The Complex Case,'' IEEE Trans. Signal Proc., 59(2):540--553, February 2011. hal-00537838
  68. L-H. Lim and P. Comon,
    ``Multiarray Signal Processing: Tensor decomposition meets compressed sensing,'' Compte-Rendus de l'Academie des Sciences, section Mecanique, 338(6):311--320, June 2010. hal-00512271
  69. V. Zarzoso, P. Comon, and R. Phlypo,
    ``A Contrast Function for Independent Component Analysis without Permutation Ambiguity,'' IEEE Trans. Neural Networks, 21(5):863--868, May 2010.
  70. A. Stegeman and P. Comon,
    ``Subtracting a best rank-1 approximation does not necessarily decrease tensor rank,'' Linear Algebra Appl., 433(7):1276--1300, December 2010. hal-00512275
  71. V. Zarzoso and P. Comon,
    ``Robust Independent Component Analysis,'' IEEE Trans. Neural Networks, 21(2):248--261, February 2010. hal-00457300
  72. J. Brachat, P. Comon, B. Mourrain, and E. Tsigaridas,
    ``Symmetric Tensor Decomposition,'' Linear Algebra Appl., 433(11/12):1851--1872, December 2010. hal:inria-00355713, arXiv:0901.3706.
  73. C. E. R. Fernandes, P. Comon, and G. Favier,
    ``Blind Identification of MISO-FIR Channels,'' Signal Proc., 90:490--503, 2010. hal-00420044. DOI: 10.1016/j.sigpro.2009.07.023
  74. L-H. Lim and P. Comon,
    ``Nonnegative approximations of nonnegative tensors,'' Jour. Chemometrics, 23:432--441, August 2009. PDF preprint. hal-00410056. DOI: 10.1002/cem.1244
  75. P. Comon, J. M. F. ten Berge, L. De Lathauwer, and J. Castaing,
    ``Generic and Typical Ranks of Multi-Way Arrays,'' Linear Algebra Appl., 430(11--12):2997--3007, June 2009. PDF preprint. hal-00410058. DOI: 10.1016/j.laa.2009.01.014
  76. P. Comon, X. Luciani, and A. L. F. de Almeida,
    ``Tensor Decompositions, Alternating Least Squares and other Tales,'' Jour. Chemometrics, 23:393--405, August 2009. PDF preprint. hal-00410057. DOI: 10.1002/cem.1236
  77. S. Icart, P. Comon, and L. Rota,
    ``Blind Para-unitary Equalization,'' Signal Processing, 89(3):283--290, March 2009. PDF preprint. hal-00354719. DOI: 10.1016/j.sigpro.2008.08.014
  78. J. P. DELMAS, Y. MEURISSE, and P. COMON,
    ``Performance limits of alphabet diversities for FIR SISO channel identification,'' IEEE Trans. Sig. Proc., 57(1):73--82, January 2008. PDF preprint. hal-00354686. DOI: 10.1109/TSP.2008.2007926
  79. P. COMON, G. GOLUB, L-H. LIM, and B. MOURRAIN,
    ``Symmetric Tensors and Symmetric Tensor Rank,'' SIAM Journal on Matrix Analysis Appl., 30(3):1254--1279, 2008. PDF preprint. hal-00327599. DOI: 10.1137/060661569
  80. V. ZARZOSO, R. PHLYPO, and P. COMON,
    ``A Contrast for Independent Component Analysis with Priors on Source Kurtosis Signs,'' Signal Processing Letters, 15:501--504, 2008. PDF preprint hal-00342353
  81. A. KACHENOURA, L. ALBERA, L. SENHADJI, and P. COMON,
    ``ICA: a potential tool for BCI systems,'' Signal Processing Magazine, pp. 57--68, January 2008. Special Issue on Brain-Computer Interfaces. PDF preprint. hal inserm-00202706. DOI: 10.1109/MSP.2008.4408442
  82. V. ZARZOSO and P. COMON,
    ``Optimal Step-Size Constant Modulus Algorithm,'' IEEE Trans. Com., 56(1):10--13, January 2008. PDF preprint. hal-00327594
  83. M. RAJIH, P. COMON, and R. HARSHMAN,
    ``Enhanced Line Search : A Novel Method to Accelerate PARAFAC,'' SIAM Journal on Matrix Analysis Appl., 30(3):1148--1171, September 2008. PDF preprint. hal-00327595 DOI: 10.1137/06065577
  84. N. PETROCHILOS and P. COMON,
    ``A Zero-Cumulant Random Variable and its Applications,'' Signal Processing, Elsevier, 86(11), 2006, pp.3334-3338. PDF preprint
  85. P. COMON and M. RAJIH,
    ``Blind Identification of Under-Determined Mixtures based on the Characteristic Function,'' Signal Processing, Elsevier, 86(9), 2006, pp.2271-2281. PDF preprint. hal-00263668
  86. J. LEBRUN and P. COMON,
    ``Blind Identification of Communication Channels - Symbolic Solution Algorithms,'' Applicable Algebra in Eng. Com. Comput., 17(6):471--485, Springer, Dec. 2006.
  87. V. ZARZOSO, P. COMON,
    ``Blind and Semi-Blind Equalization based on the Constant Power Criterion,'' IEEE Trans. Sig. Proc., 53(11), November, 2005, pp.4363 - 4375 accepted in January, 2005. PDF preprint.
  88. L. ALBERA, A. FERREOL, P. CHEVALIER, and P. COMON,
    ``ICAR, a Tool for Blind Source Separation using Fourth Order Statistics only,'' IEEE Trans. Sig. Proc., 53(10), October 2005, pp.3633 - 3643, accepted in November, 2004. PDF preprint.
  89. P. CHEVALIER, L. ALBERA, A. FERREOL, and P. COMON,
    ``On the Virtual Array Concept for Higher Order Array Processing,'' IEEE Trans. Sig. Proc., 53(4), April 2005, pp.1254 - 1271. PDF preprint.
  90. L. ALBERA, A. FERREOL, P. COMON, and P. CHEVALIER,
    ``Blind Identification of Overcomplete Mixtures of Sources (BIOME),'' Lin. Algebra Appl., vol. 391, Nov. 2004, pp. 1--30. PDF preprint.
  91. P. COMON,
    ``Blind Identification and Source Separation in 2x3 Under-Determined Mixtures,'' IEEE Trans. Signal Processing, 52(1), January 2004, pp.11-22.
  92. P. COMON,
    ``Contrasts, Independent Component Analysis, and Blind Deconvolution,''
    Int. Journal Adapt. Control Sig. Proc., Wiley, 18(3):225--243, April 2004 special issue on Signal Separation. hal-00542916. Wiley online library
  93. P. COMON and L. ROTA,
    ``Blind Separation of Independent Sources from Convolutive Mixtures,'' (PAJOD) IEICE Trans. on Fundamentals of Elec. Com. Comput. Sciences, E86-A(3), March 2003, invited paper. Direct download from IEICE site. hal-02100071
  94. O. GRELLIER, P. COMON, B. MOURRAIN, and P. TREBUCHET,
    ``Analytical Blind Channel Identification,'' IEEE Trans. Signal Processing, 50(9):2196--2207, September 2002. PDF preprint
  95. P. COMON,
    ``From Source Separation to Blind Equalization; Contrast-based Approaches,'' Journal Marocain d'Automatique d'Informatique et de Traitement du Signal, III(1), 2001 ISSN 0851-6928.
  96. E.MOREAU and P. COMON,
    ``Comments on Blind Beamforming for Multiple Non-Gaussian Signals and the Constant Modulus Algorithm,'' IEEE Trans. Signal Processing, 48(11):3248--3250, November 2000.
  97. O. GRELLIER and P. COMON,
    ``Blind Separation of Discrete Sources,'' IEEE Signal Processing Letters, 5(8):212--214, August 1998. hal-02100062
  98. B. EMILE and P. COMON,
    ``Estimation of time delays between unknown colored signals,'' Signal Processing, Elsevier, 68(1):93--100, August 1998. PDF reprint
  99. B. EMILE, P. COMON, and J. LEROUX,
    ``Estimation of Time Delays with fewer Sensors than Sources,'' IEEE Trans. Signal Processing, 46(7):2012--2015, July 1998. hal-02100094
  100. P. COMON and G. BIENVENU,
    ``Ultimate performance of QEM classifiers,'' IEEE Trans. Neural Networks, 7(6):1535--1537, November 1996. PDF file
  101. P. COMON,
    ``Contrasts for Multichannel Blind Deconvolution,'' IEEE Signal Processing Letters, 3(7):209--211, July 1996.
  102. P. COMON and B. MOURRAIN,
    ``Decomposition of quantics in sums of powers of linear forms,'' Signal Processing, Elsevier, 53(2):93--107, September 1996 special issue on High-Order Statistics. PDF preprint
  103. P. COMON,
    ``Independent Component Analysis, a new concept ?,'' Signal Processing, Elsevier, 36(3):287--314, April 1994. PDF Special issue on Higher-Order Statistics.
  104. E. CHAUMETTE, P. COMON, and D. MULLER,
    ``An ICA-Based Technique for Radiating Sources Estimation; Application to Airport Surveillance,'' IEE Proceedings - Part F, 140(6):395--401, December 1993 Special issue on Applications of High-Order Statistics.
  105. P. COMON and P. LAURENT,
    ``Displacement Rank of Generalized Inverses of Persymmetric Matrices,'' SIAM Journal on Matrix Analysis, 14(3):646--654, July 1993.
  106. P. COMON,
    ``MA Identification using Fourth Order Cumulants,'' Signal Processing, Elsevier, 26(3):381--388, 1992. hal-00347140
  107. P. COMON, C. JUTTEN, and J. HERAULT,
    ``Separation of Sources, Part II: Problems Statement,'' Signal Processing, Elsevier, 24(1):11--20, July 1991.
  108. P. COMON and G. H. GOLUB,
    ``Tracking of a few extreme singular values and vectors in signal processing,'' Proceedings of the IEEE, 78(8):1327-1343, August 1990. (published from Stanford report 78NA-89-01, feb 1989).
  109. P. COMON, Y. ROBERT, and D. TRYSTRAM,
    ``Systolic Implementation of the Adaptive Solution to Normal Equations,'' Computer Vision, Graphics and Image Processing, 52:402-408, 1990.
  110. J. Y. BLANC, P. COMON, and D. TRYSTRAM,
    ``Using Preconditioned Conjugate Gradient for Solving Consecutive Linear Systems,'' Communications in Applied Numerical Methods, 6(3):231-240, 1990.
  111. P. COMON and D. T. PHAM,
    ``Estimation of the Order of a FIR Filter for Noise Cancellation,'' IEEE Trans. on Inf. Theory, 36(2):429-434, March 1990.
  112. P. COMON and D. T. PHAM,
    ``An Error Bound for a Noise Canceller,'' IEEE Trans. on ASSP, 37(10):1513--1517, October 1989.
  113. P. COMON and L. KOPP,
    ``Comments on a Real-Time High Resolution Technique for Angle of Arrival Estimation,'' Proceedings of the IEEE, 77(3):492-494, March 1989.
  114. P. COMON and D. TRYSTRAM,
    ``An Incomplete Factorization Algorithm for Adaptive Filtering,'' Signal Processing, Elsevier, 13:353--360, December 1987.
  115. P. COMON and Y. ROBERT,
    ``A Systolic Array for computing B A-1,'' IEEE Trans. on ASSP, 35(6):717--723, June 1987.
  116. P. COMON and J. L. LACOUME,
    ``Noise Reduction for an Estimated Wiener Filter using Noise References,'' IEEE Trans. on Information Theory, 32(2):310--313, March 1986.


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Journal papers published in French

  1. S. Sahnoun and P. Comon , ``Approximation tensorielle sous contrainte d’existence. Application au traitement d’antennes,'', Traitement du Signal, 2016. vol.33, no.1, pp.11-33. Lavoisier Ed. hal-01281032. DOI:10.3166/TS.33.11-33
  2. L. Senhadji, A. Kachenoura, L. Albera, and P. Comon,
    ``Sur l'exploitation des approches d'analyse en composantes independantes dans les interfaces cerveau machine,'' Ingenierie et Recherche BioMedicale, 30:211--217, 2009. PDF
  3. E. Kazamarande and P. Comon,
    ``Performances Numeriques de l'Algorithme de Levinson,''
    RAIRO Mathematical Modeling and Numerical Analysis, 29(2):123--170, June 1995. open access
  4. P. Comon,
    ``Circularite et signaux aleatoires a temps discret,''
    Traitement du Signal, 11(5):417--420, Dec 1994. PDF
  5. P. Comon,
    ``Classification Supervisee par Reseaux Multicouches,''
    Traitement du Signal, 8(6):387--407, dec 1991.
  6. P. Comon,
    ``Performances de la regression lineaire dans le cas gaussien,''
    Traitement du Signal, 8(4):281-282, 1991. PDF
  7. P. Comon,
    ``Classification Bayesienne Distribuee,''
    Revue Technique Thomson CSF, 22(4):543--561, 1990.
  8. P. Comon,
    ``Analyse en Composantes Independantes et identification aveugle,''
    Traitement du Signal, 7(3):435-450, December 1990
    Numero special non lineaire et non gaussien. PDF
  9. P. Comon, D. Trystram, and Y. Robert,
    ``Implementation Systolique de Systemes Adaptatifs,''
    Traitement du Signal, 4(4):73--85, 1987.
  10. P. Comon,
    ``Estimation multivariable complexe,''
    Traitement du Signal, 3(2):97--101, 1986. PDF


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Book Chapters

(Conference papers appeared in proceedings of book form may be found in the Conferences section)
  1. P. Comon
    ``Tenseurs en sciences des donnees,'' Encyclopedie des Techniques de l'ingenieur, AF114. Oct. 2021.
    PDF partiel:hal-03266497, DOI: doi.org/10.51257/a-v1-af114
  2. P. COMON and L. DeLATHAUWER,
    ``Algebraic identification of under-determined mixtures,''
    In P. Comon & C.Jutten, editor, Handbook of Blind Source Separation, chapter 9, pp. 325--365. Academic Press, London, UK, 2010. hal-00482242
  3. E. MOREAU and P. COMON,
    ``Contrasts,''
    In P. Comon & C.Jutten, editor, Handbook of Blind Source Separation, chapter 3, pp. 65--105. Academic Press, London, UK, 2010.
  4. C. JUTTEN and P. COMON,
    ``Introduction to BSS,''
    In P. Comon & C.Jutten, editor, Handbook of Blind Source Separation, chapter 1, pp. 1--22. Academic Press, London, UK, 2010.
  5. V. ZARZOSO and P. COMON and D. SLOCK,
    ``Semi-Blind Methods for Communications,''
    In P. Comon & C.Jutten, editor, Handbook of Blind Source Separation, chapter 15, pp. 593--638. Academic Press, London, UK, 2010.
  6. L. ALBERA, P. COMON, L. C. PARRA, A. KARFOUL, A. KACHENOURA, and L. SENHADJI,
    ``ICA and biomedical Applications,''
    In P. Comon & C.Jutten, editor, Handbook of Blind Source Separation, chapter 18, pp. 737--777. Academic Press, London, UK, 2010.
  7. V. ZARZOSO, R. PHLYPO, O. MESTE, and P. COMON,
    ``Signal Extraction in Multisensor Biomedical Recordings,''
    In P. Verdonck, editor, Advances in Biomedical Engineering, pp. 95-143. Elsevier BV, Oxford, UK, 2009. hal-00357253
  8. V. ZARZOSO and P. COMON, ``Methodes semi-aveugles,''
    In C. Jutten and P. Comon, editors, Separation de sources 2: au dela de l'aveugle et applications, chapter 8, pp. 303--353. Hermes, Paris, 2007. ,/dd>
  9. E. MOREAU and P. COMON, ``Contrastes,''
    In P. Comon and C. Jutten, editors, Separation de sources 1: Concepts de base et Analyse en Composantes Independantes, chapter 3, pp. 73--113. Hermes, Paris, 2007.
  10. P. COMON,
    ``Tensor Decompositions, State of the Art and Applications'',
    In J. G. McWhirter and I. K. Proudler, editors, Mathematics in Signal Processing V, pp. 1--24. Clarendon Press, Oxford, UK, 2002. PDF preprint. hal-00347139. arxiv:0905.0454
  11. P. CHEVALIER and P. COMON,
    ``Separation aveugle de sources,''
    In Traite des Telecommunications, pp. 1--22. Techniques de l'Ingenieur, Paris, 2002
    TE~5~250.
  12. P. COMON and P. CHEVALIER,
    ``Source Separation: Models, Concepts, Algorithms and Performance,''
    In S. Haykin, editor, Unsupervised Adaptive Filtering, vol. I, Blind Source Separation, Series on Adaptive and Learning Systems for Communications, Signal Processing and Control, pp.191--236. Wiley, 2000. hal-00169604
  13. P. COMON,
    ``Structured Matrices and Inverses,''
    In A. Bojanczyk and G. Cybenko, editors, Linear Algebra for Signal Processing, volume 69 of IMA Volumes in Mathematics and its Applications, pp. 1--16. Springer Verlag, 1995. hal-00169588
  14. P. COMON,
    ``Independent Component Analysis,'' In J-L. Lacoume, editor, Higher Order Statistics, pp. 29--38. Elsevier, Amsterdam, London, 1992. hal-00346684


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Books

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  1. P. COMON, C. JUTTEN, eds.
    Handbook of Blind Source Separation, Independent Component Analysis and Applications
    Academic Press, 2010. ISBN: 978-0-12-374726-6. hal-00460653 - Table of contents (pdf) - Publisher's URL
  2. P. COMON.
    Communications numeriques, cours et exercices a l'usage de l'eleve ingenieur.
    Harmattan, July, 2010. ISBN 978-2-296-12827-9. 115 pages. hal-00519603
  3. P. COMON, C. JUTTEN, eds.
    Separation de Sources, tome 1: Concepts de base et Analyse en Composantes Independantes
    Hermes, serie IC2, fevrier 2007. ISBN 978-2-7462-1517-7 Sommaire et bon de commande. hal-00179073
  4. C. JUTTEN, P. COMON, eds.
    Separation de Sources, tome 2: Au dela de l'aveugle, et applications
    Hermes, serie IC2, fevrier 2007. ISBN 978-2-7462-1518-4 Sommaire et bon de commande. hal-00179079
  5. J. L. LACOUME, P. O. AMBLARD, and P. COMON,
    Statistiques d'ordre superieur pour le traitement du signal,
    Collection Sciences de l'Ingenieur. Masson, 1997. ISBN: 2-225-83118-1. hal-00169460 Stopped by Dunod in 2003. Since 2004, freely downloadable here.


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Conference papers published in Proceedings or Book form

  1. Z. Long, C. Zhu, P. Comon, and Y. Liu, ``Feature Space Recovery for Incomplete Multi-View Clustering,'' In ICASSP'23, Rhodes, Greece, June 4-10 2023. Preprint: hal-03993684.
  2. S. ElBouch, O. Michel, and P. Comon, ``Un Test de Normalite pour les Processus Colorés Multivaries,'' In GRETSI'22, Nancy, France, Sept. 6-9 2022. Preprint: hal-03736664.
  3. S. ElBouch, O. Michel, and P. Comon, ``Multivariate Normality test for colored data,'' In EUSIPCO'22, Belgrade, Serbia, Aug. 29 - Sep. 1st 2022. Preprint: hal-03691615.
  4. S. ElBouch, O. Michel, and P. Comon, ``Joint Normality Test Via Two-Dimensional Projection,'' In ICASSP'22, Singapore, May 23-27 2022. Preprint: hal-03369151.
  5. C. Sejourne, R. Couillet, and P. Comon, ``A Large-Dimensional Analysis of Symmetric SNE,'' In ICASSP'2021, Toronto, Ontario, Canada, June~6-11 2021 Preprint: hal-03369132.
  6. J. Li, K. Usevich, and P. Comon, ``On the convergence of Jacobi-type algorithms for Independent Component Analysis,'' In IEEE SAM Workshop, Hangzhou, June~8-11 2020 Preprint: hal-02994725.
  7. C. Prevost, K. Usevich, E. Chaumette, D. Brie, and P. Comon, ``On Cramer-Rao Lower Bounds with Random Equality Constraints,'' In ICASSP, Barcelona, May~4-8, 2020. Preprint: hal-02486600.
  8. C. Prevost, K. Usevich, P. Comon, M. Haardt, and D. Brie, ``Performance Bounds for Coupled CP Model in the Framework of Hyperspectral Super-Resolution,'' In IEEE CAMSAP, Guadeloupe, West Indies, December~15-18 2019. Preprint: hal-02303132.
  9. Y. Qi, P. Comon, L-H. Lim, and K. Ye, ``Path-connectedness of tensor ranks,'' In EUSIPCO, Coruna, Spain, Sept. 2-6, 2019. Preprint: hal-02121152.
  10. E. Sobhani, P. Comon, C. Jutten, M. Babaie-Zadeh. ``Text mining with constrained tensor decomposition''. Fifth International Conference on Machine Learning, Optimization, and Data Science (LOD) , Sept. 10-13, 2019, Certosa di Pontignano, Siena, Italy. Springer Publ. hal-02084803
  11. E. Sobhani, P. Comon, M. Babaie-Zadeh, ``Data mining with tensor decompositions'', GRETSI, Aug. 26-29, 2019, Lille, France. hal-02170272.
  12. P. Maho, C. Dolcinotti, T. Livache, C. Herrier, A. Andreev, et al. ``Reconnaissance de plusieurs composés chimiques à l'aide d'un robot équipé d'un nez électronique'', GRETSI, Aug. 26-29, 2019, Lille, France. hal-02180373.
  13. C. Prévost, K. Usevich, P. Comon, D. Brie, ``Approches tensorielles couplées pour la fusion aveugle d'images multispectrale et hyperspectrale'', GRETSI, Aug. 26-29, 2019. hal-02282433.
  14. M. Jouni, M. Dalla Mura, P. Comon. ``Hyperspectral Image Classification Using Tensor CP Decomposition'', IGARSS, Jul. 28 - Aug 2, 2019, Yokohama, Japan. hal-01998220
  15. M. Jouni, M. Dalla Mura, and P. Comon,
    ``Classification of Hyperspectral Images as Tensors Using Nonnegative CP Decomposition,'' In International Symposium on Mathematical Morphology (ISMM), Saarbrucken, Germany, July~8-10 2019. hal-01998121.
  16. P. Maho, C. L. Dolcinotti, T. Livache, C. Herrier, A. Andreev, P. comon, and S. Barthelme,
    ``Olfactive robot for gas discrimination over several months using a new optoelectronic nose,'' In ISOEN, Fukukoa, Japan, May~26-29 2019. hal-02067954.
  17. C. Prevost, K. Usevich, P. Comon, and D. Brie,
    ``Coupled tensor Low-rank Multilinear Approximation for Hyperspectral Super-resolution,'' In ICASSP, Brighton, UK, May 2019. Long version available at hal-01911969.
  18. R. Cabral Farias, J. H. De Morais Goulart, and P. Comon,
    ``Coherence Constrained Alternating Least Squares,'' In Eusipco, Rome, Italy, September~3-7 2018. hal-01693946.
  19. P. Maho and S. Barthelme and P. Comon,
    ``Non-linear source separation under the Langmuir model for chemical sensors,'' 10th IEEE SAM workshop, July 8-11, 2018, Sheffield, UK. hal-01802358.
  20. M. Jouni and M. Dalla Mura and P. Comon,
    ``Some issues in computing the CP decomposition of NonNegative Tensors,'' 14th Int. Conf. on Latent Variable Analysis and Signal Separation (LVA-ICA), July 2-6, 2018, Univ. of Surrey, Guildford, UK. LNCS vol.10891, Springer. pp.57-66. hal-01784370.
  21. C. Ren and R. Cabral~Farias and P.-O. Amblard and P. Comon,
    "Performances optimales pour les donnees multimodales partiellement couplees", Gretsi, Sep 5-8, 2017, Juan-Les-Pins, France. hal-01567124
  22. J. H. de Morais Goulart and P. Comon,
    ``A Novel Non-Iterative Algorithm for Low-Multilinear-Rank Tensor Approximation,'' EUSIPCO'2017, Aug. 28 - Sept. 2, 2017, Kos, Greece. hal-01531231.
  23. K. Usevich and S. Sahnoun and P. Comon,
    ``High-Resolution Subspace-Based Methods: Eigenvalue- or Eigenvector-Based Estimation?,'' LVA-ICA'2017, Feb 20-24, 2017, Grenoble, France, pp.47-56, Springer, LNCS, vol. 10169. hal-01576895.
  24. J. E. Cohen and P. Comon and N. Gillis,
    ``Some theory on Non-negative Tucker Decomposition,'' LVA-ICA'2017, Feb 20-24, 2017, Grenoble, France, pp.152-161, Springer, LNCS, vol. 10169. hal-01420297.
  25. S. Sahnoun, K. Usevich, and P. Comon,
    ``Optimal choice of Hankel-block-Hankel matrix shape in 2-D parameter estimation,'' In Eusipco, pp. 321-325, Budapest, Hungary, Aug. 29-31 2016. hal-01288994
  26. M. Veganzones, J. E. Cohen, R. Cabral-Farias, K. Usevich, L. Drumetz, J. Chanussot, and P. Comon,
    ``Canonical Polyadic Decomposition of Hyperspectral Patch Tensors,'' In Eusipco, pp. 2176-2180, Budapest, Hungary, Aug. 29-31 2016.
  27. J. E. Cohen, R. Cabral Farias, and P. Comon,
    ``Joint Tensor Compression for Coupled Canonical Polyadic Decompositions,'' In Eusipco, pp. 2285-2289, Budapest, Hungary, Aug. 29-31 2016. hal-01326132
  28. M.A. Veganzones, S. Douté, E. J. Cohen, R. Cabral Farias, J. Chanussot, and P. Comon,
    ``Nonnegative CP decomposition of multiangle hyperspectral data: a case study on CRISM observations of martian icy surface,'' In IEEE Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS 2016), Los Angeles, Aug. 21-24 2016.
  29. R. Boyer and P. Comon,
    ``Rectified ALS Algorithm for Multidimensional Harmonic Retrieval,'' In 9th IEEE SAM Workshop, Rio de Janeiro, Brazil, July 10-13 2016. hal-01314702.
  30. C. Ren, R. Cabral Farias, P.-O. Amblard, and P. Comon,
    ``Performance bounds for coupled models,'' In 9th IEEE SAM Workshop, Rio de Janeiro, Brazil, July 10-13, 2016. hal-01280480
  31. F. Raimondi, P. Comon, and O. Michel,
    ``Wideband multilinear array processing through tensor decomposition,'' in ICASSP, pp. 2951--2955, Shangai, China, April~19-24 2016 hal-01206915.
  32. K. Usevich and P. Comon,
    ``Structured Matrix Completion: a Convex Relaxation,'' In GRETSI'2015, Lyon, France, September~8-11 2015. hal-01168981.
  33. F. Raimondi and P. Comon,
    ``Tensor decomposition of polarized seismic waves,'' In GRETSI'2015, Lyon, France, September~8-11 2015. hal-01164363.
  34. M. Boizard, J. H. de M. Goulard, R. Boyer, G. Favier, and P. Comon,
    ``Performance asymptotique d’estimateurs de modeles CP avec facteurs structures,'' In GRETSI'2015, Lyon, France, September~8-11 2015. hal-01169880.
  35. J. E. Cohen, R. Cabral Farias, and P. Comon,
    ``Analyse de grandes donnees tensorielles couplees,'' In GRETSI'2015, Lyon, France, September~8-11 2015. hal-01135090.
  36. R. Cabral Farias, J. E. Cohen, C. Jutten, and P. Comon,
    ``Joint decompositions with flexible couplings,'' In LVA-ICA'2015, Liberec, Czech Republic, August~25-28 2015 Special session on multimodal analysis. hal-01135920
  37. P. Comon, Y. Qi, and K. Usevich,
    ``Polynomial formalisation for joint decomposition of tensors of different orders,'' In LVA-ICA'2015, Liberec, Czech Republic, August~25-28 2015 Special session on tensors. hal-01168992.
  38. M. A. Veganzones, J. E. Cohen, R. Cabral Farias, R. Marrero, J. Chanussot, and P. Comon,
    ``Multilinear Spectral Unmixing of Hyperspectral Multiangle Images,'' In EUSIPCO'2015, Nice. France, September~1-4 2015 Special session on hyperspectral applications. hal-01121186.
  39. R. Cabral Farias and P. Comon,
    ``Canonical polyadic tensor decomposition in the presence of non Gaussian noise,'' In EUSIPCO'2015, Nice. France, September~1-4 2015 hal-01119833.
  40. J. H. de Morais Goulart, M. Boizard, R. Boyer, G. Favier, and P. Comon,
    ``Statistical Efficiency of Structured CPD Estimation applied to Wiener-Hammerstein Modeling,'' In EUSIPCO'2015, Nice. France, September~1-4 2015 hal-01118725
  41. A. P. da Silva, P. Comon, and A. L. F. de Almeida,
    ``An Iterative Deflation Algorithm for Exact CP Tensor Decomposition,'' In ICASSP, Brisbane, Australia, April 19-24, 2015. hal-01071402
  42. J. E. Cohen, R. Cabral Farias, and P. Comon,
    ``Fast Decomposition of Large Nonnegative Tensors,'' In ICASSP, Brisbane, France, April 19-24, 2015 republished from IEEE Sig. Proc. Letters. hal-01069069
  43. M. Boizard, R. Boyer, G. Favier, and P. Comon,
    ``Performance Estimation for Tensor CP Decomposition with Structured Factors,'' In ICASSP, Brisbane, Australia, April 19-24, 2015. hal-01072538
  44. R. Cabral Farias, P. Comon, and R. Redon,
    ``Data Mining by NonNegative Tensor Approximation,'' In IEEE MLSP, Reims, France, Sept. 21-24, 2014. hal-01077801.
  45. J. Cohen and P. Comon,
    ``On almost sure identifiability of non multilinear tensor decomposition,'' In EUSIPCO, Lisbon, Portugal, Sept. 1-5, 2014. hal-01059060
  46. H. Becker, L. Albera, P. Comon, R. Gribonval, and I. Merlet,
    ``Fast variation-Based Methods for the Analysis of Extended Brain Sources,'' In EUSIPCO, Lisbon, Portugal, Sept. 1-5, 2014. hal-01012083
  47. S. Sahnoun and P. Comon,
    ``Tensor polyadic decomposition for antenna array processing,'' In 21st Int. Conf. Comput. Stat (CompStat), Geneva, Aug. 19-22, 2014. hal-00986973.
  48. S. Sahnoun and P. Comon,
    ``Deterministic Blind Identification in Antenna Array Processing,'' In 8th IEEE SAM Workshop, A Coruna, Spain, June 22-25, 2014 hal-00957357.
  49. H. Becker, L. Albera, P. Comon, R. Gribonval, F. Wendling, and I. Merlet,
    ``A Performance Study of various Brain Source Imaging Approaches,'' In ICASSP, pp. 5910--5914, Firenze, Italy, May 4-9, 2014 hal-00990273.
  50. I. Kopriva, J-P. Royer, N. Thirion-Moreau, and P. Comon,
    ``Error Analysis of Low-rank Three-Way tensor Factorization Approach to Blind Source Separation,'' In ICASSP, pp. 3210--3214, Firenze, Italy, May 4-9, 2014 hal-00990255.
  51. P. Comon, K. Minaoui, A. Rouijel, and D. Aboutajdine,
    ``Performance Index for Tensor Polyadic Decompositions,'' In 21th EUSIPCO conference, Marrakech, Sept. 9-13, 2013. hal-00842864
  52. M. Niknazar, H. Becker, B. Rivet, C. Jutten, and P. Comon,
    ``Robust 3-way Tensor Decomposition and Extended State Kalman Filtering to Extract Fetal ECG,'' In 21th EUSIPCO conference, Marrakech, Sept. 9-13 2013. hal-00866674
  53. S. Icart and P. Comon,
    ``Some Properties of Laurent Polynomial Matrices,'' In 9th IMA International Conference on Mathematics in Signal Processing, Birmingham, December~17-20 2012. hal-00747253
  54. A. L. F. de Almeida, X. Luciani, and P. Comon,
    ``Fourth-Order CONFAC Decomposition Approach for Blind Identification of Underdetermined Mixtures,''
    In EUSIPCO, Bucharest, August~27-31 2012 hal-00725297.
  55. H. Becker, P. Comon, and L. Albera,
    ``Tensor-based preprocessing of combined EEG/MEG data,''
    In EUSIPCO, Bucharest, August~27-31 2012 hal-00725280.
  56. J.-P. Royer, N. Thirion-Moreau, and P. Comon,
    ``Nonnegative 3-way tensor factorization taking into account possible missing data,''
    In EUSIPCO, Bucharest, August~27-31 2012 hal-00725289.
  57. M. Ghasemi-Fard, L. Albera, A. Kachenoura, P. Comon, K. Ansari, A. Karfoul, F. Wendling, L. Senhadji, , and I. Merlet,
    ``Comparison of Cumulant-based ICA Methods in Biomedical Engineering,''
    In BIOMEIC, Tlemcen, Algeria, October~10-11 2012.
  58. J-P. Royer, P. Comon, and N. Thirion-Moreau,
    ``Nonnegative 3-way tensor factorization via conjugate gradient with globally optimal stepsize,''
    In ICASSP'2011, pp. 4040--4043, Prague, May~22-27 2011. hal-00641052
  59. J-P. Royer, P. Comon, and N. Thirion-Moreau,
    ``Computing the nonnegative 3-way tensor factorization using Tikhonov regularization,''
    In ICASSP'2011, pp. 2732--2735, Prague, May~22-27 2011. hal-00641065
  60. A. Bernardi, J. Brachat, P. Comon, and B. Mourrain,
    ``Multihomogeneous Polynomial Decomposition using Moment Matrices,''
    In Proc. 36th international symposium on Symbolic and algebraic computation (ISSAC 11), San Jose, USA, 2011. ACM Press. hal inria-00638837

  61. A. L. F. de Almeida, P. Comon, and X. Luciani,
    ``Deterministic Blind Separation of Sources Having Different Symbol Rates Using Tensor-Based Parallel Deflation,''
    In 9th Int. Conf. Latent Variable Analysis, Saint Malo, September~27-30 2010. hal-00540504
  62. J. Coloigner, L. Albera, A. Karfoul, A. Kachenoura, and P. Comon,
    ``Nonnegative ICA with application to magnetic resonance spectroscopic imaging,''
    In 9th Int. Conf. Latent Variable Analysis, Saint Malo, September~27-30 2010.
  63. L. Galluccio, O. Michel, and P. Comon,
    ``Clustering on Manifolds with Dual-Rooted Minimal Spanning Trees,''
    In EUSIPCO'2010, Aalborg, DK, August~23-27 2010. hal-00492745
  64. H. Becker, P. Comon, L. Albera, M. Haardt, and I. Merlet,
    ``Multiway Analysis for Source Localization and Extraction,''
    In EUSIPCO'2010, Aalborg, DK, August~23-27 2010. hal-00501845
  65. J. P. Royer, Comon, N. Thirion, S. Mounier, R. Redon, H. Zhao, C. Potot, and G Feraud,
    ``Water Analysis with the Help of Tensor Canonical Decompositions,''
    In RUnsUd, pp. 407-410, Nice, March~23-25 2010.
  66. P. Comon, M. Sorensen, and E. Tsigaridas,
    ``Decomposing tensors with structured matrix factors reduces to rank-1 approximations,''
    In ICASSP'2010, Dallas, March~14-19 2010. hal-00490248
  67. A. L. F. De Almeida, X. Luciani, and P. Comon,
    ``Blind Identification of Underdetermined Mixtures Based on the Hexacovariance and Higher-Order Cyclostationarity,''
    In IEEE SSP'09, Cardiff, UK, Aug. 31 - Sep. 3 2009. hal-00435913
  68. V. Zarzoso and P. Comon,
    ``Automated Extraction of Atrial Fibrillation Activity from the Surface ECG Using Independent Component Analysis in the Frequency Domain,''
    In Medical Physics and Biomedical Engineering World congress, Munchen, September~7-12 2009. hal-00435947
  69. L. ALBERA, A. KACHENOURA, A. KARFOUL, P. COMON, and L. SENHADJI,
    ``One decade of biomedical problems using ICA: a full comparative study,''
    In Medical Physics and Biomedical Engineering World congress, Munchen, September~7-12 2009. hal-00435951
  70. C. E. R. FERNANDES, P. COMON, and G. FAVIER,
    ``Blind order detection and parameter estimation of MISO-FIR channels,''
    In 8th International Conference On Independent Component Analysis and Signal Separation (ICA'2009), Paraty, Bresil, March15-18 2009. hal-00417566. Full-length paper: hal-00420044
  71. A. STEGEMAN and P. COMON,
    ``Subtracting a best rank-1 approximation does not necessarily decrease tensor rank,''
    In EUSIPCO'09, Glasgow, Scotland, August~24-28 2009. hal-00435877
  72. A. KARFOUL, L. ALBERA, and P. COMON,
    ``Canonical decomposition of even order Hermitian positive semi-definite arrays,''
    In EUSIPCO'09, Glasgow, Scotland, August~24-28 2009. hal-00435886
  73. J. BRACHAT, P. COMON, B. MOURRAIN, and E. TSIGARIDAS,
    ``Symmetric tensor decomposition,''
    In EUSIPCO'09, Glasgow, Scotland, August~24-28 2009. hal-00435908
  74. M. SORENSEN, P. COMON, S. ICART, and L. DENEIRE,
    ``Approximate tensor diagonalization by invertible transforms,''
    In EUSIPCO'09, Glasgow, Scotland, August~24-28 2009. hal-00435893
  75. M. SORENSEN, P. COMON, S. ICART, and L. DENEIRE,
    ``PARAFAC2 Receivers for Orthogonal Space-Time Block Codes,''
    In IEEE Int. Conference on Communications (ICC'09), June~14-18, 2009. hal-00435902
  76. L. GALLUCCIO, O. MICHEL, and P. COMON,
    ``Arbres de recouvrement minimaux duaux et application a la segmentation non supervisee,''
    In GRETSI, Dijon, September~8-11 2009. hal-00435935
  77. A. GOSH, E. TSIGARIDAS, M. DESCOTEAUX, P. COMON, B. MOURRAIN, and R. DERICHE,
    ``A Polynomial Based Approach to Extract the Maxima of an Antipodally- Symmetric Spherical Function and its Application to Extract Fiber Directions from the Orientation Distribution Function,'' n 11th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), New York, September~6-10 2008. Computational Diffusion MRI Workshop. PDF hal-00340600
  78. L. GALLUCCIO, O. MICHEL, and P. COMON,
    ``Unsupervised Segmentation on Multi-Components Datasets: Applications on Images and Astrophysics Data,''
    In 16th European Signal Processing Conference (Eusipco'08), Lausanne, August~25-29 2008. hal-00339542
  79. M. SORENSEN, S. ICART, P. COMON, and L. DENEIRE,
    ``Gradient based Approximate Joint Diagonalization by Orthogonal Transforms,''
    In 16th European Signal Processing Conference (Eusipco'08), Lausanne, August~25-29 2008. hal-00339522
  80. R. PHLYPO, V. ZARZOSO, P. COMON, and I. LEMAHIEU,
    ``Cumulant Matching for Independent Source Extraction,''
    In 30th Int. IEEE Engineering in Medicine and Biology Conf. (EMBC'08), Vancouver, CA, August~20-24 2008.
  81. V. ZARZOSO and P. COMON,
    ``Robust Independent Component Analysis for Blind Source Separation and Extraction,''
    In 30th Int. IEEE Engineering in Medicine and Biology Conf. (EMBC'08), Vancouver, CA, August~20-24 2008. hal-00339616
  82. P. COMON and J. ten BERGE,
    ``Generic and Typical Ranks of Three-Way Arrays,''
    In Icassp'08, Las Vegas, March 30 - April 4 2008 arxiv hal-00327627
  83. M. CASTELLA and P. COMON,
    ``Blind Separation of Instantaneous Mixtures of Dependent Sources,''
    In Mike E. Davies, Christopher J. James, Samer A. Abdallah, and Mark D. Plumbley, editors, ICA'07, volume 4666 of Lecture notes in Computer Sciences, pp. 9--16, London, UK, September~9-12 2007. Springer. hal-00327652
  84. V. ZARZOSO and P. COMON,
    ``Comparative Speed Analysis of FastICA,''
    In ICA'07, London, UK, September~9-12 2007.
  85. R. PHLYPO, V. ZARZOSO, P. COMON, Y. D'ASSELER, and I. LEMAHIEU,
    ``Extraction of Atrial Activity from the ECG by Spectrally Constrained ICA Based on Kurtosis Sign,''
    In ICA'07, London, UK, September~9-12 2007.
  86. L. GALLUCCIO, O. MICHEL, and P. COMON,
    ``Segmentation non-supervisee de champs de donnees multi-composantes,''
    In GRETSI, Troyes, September 2007. PDF
  87. L. ALBERA, P. COMON, and H. XU,
    ``SAUD, un algorithme d'ICA par deflation semi-algebrique,''
    In GRETSI, Troyes, September 2007. PDF
  88. A. Kachenoura, L. Albera, L. Senhadji, and P. Comon,
    ``L'ACI: un outil pour les interfaces cerveau-Machine,''
    In GRETSI, Troyes, September 2007.
  89. M. CASTELLA and P. COMON,
    ``Separation aveugle de sources dependantes,''
    In GRETSI, Troyes, September 2007. PDF
  90. C. E. FERNANDES, P. COMON, and G. FAVIER,
    ``Order Detection and Blind Identification of 2x1 MISO Channels,''
    In Icassp'07, Honolulu, Hawai, April 15-20 2007.
  91. V. ZARZOSO and P. COMON,
    ``How fast is FastICA?,''
    In Eusipco'06, Florence, Italy, Sept. 4-8 2006.
  92. J. P. DELMAS, P. COMON, and Y. MEURISSE,
    ``Identifiability of BPSK, MSK, and QPSK FIR SISO Channels from Modified Second-Order Statistics,''
    In IEEE Spawc'06, Cannes, July 2-5 2006.
  93. M. RAJIH, P. COMON, and D. SLOCK,
    ``A deterministic Blind receiver for MIMO OFDM Systems,''
    In IEEE Spawc'06, Cannes, July 2-5 2006.
  94. N. PETROCHILOS and P. COMON,
    ``Link Between the Joint Diagonalisation of Symmetric Cubes and PARAFAC: An Application to Secondary Surveillance Radar,''
    In IEEE Workshop on Sensor Array and Multichannel Proc., Waltham, MA, USA, June 12-14 2006.
  95. P. COMON, B. MOURRAIN, L-H. LIM, and G. GOLUB,
    ``Genericity and Rank Deficiency of High Order Symmetric Tensors,''
    In ICASSP'06, Toulouse, May 14-19 2006.
  96. M. RAJIH and P. COMON,
    ``Alternating Least Squares Identification of Under-Determined Mixtures Based on the Characteristic Function,''
    In ICASSP'06, volume III, pp. 125--128, Toulouse, May 14-19 2006.
  97. M. RAJIH and P. COMON,
    ``Blind Identification of Under-Determined Mixtures based on the Characteristic Function: Influence of the Knowledge of Source PDF's,''
    In IEEE Int. Workshop on Comput. Adv. Multi-Sensor Adapt. Proc., Puerto Vallarta, Mexico, 13-15 Dec. 2005.
  98. L. ROTA, V. ZARZOSO, and P. COMON,
    ``Parallel deflation with Alphabet-Based Criteria for Blind Source Extraction,''
    In IEEE SSP'05, Bordeaux, France, July, 17-20 2005. PDF file
  99. M. RAJIH and P. COMON,
    ``Enhanced Line Search Applied to Blind Channel Identification: Identifiability Conditions,''
    In IEEE SSP'05, Bordeaux, France, July, 17-20 2005.
  100. V. ZARZOSO, L. ROTA, and P. COMON,
    ``Deflation parallele avec des Contrastes APF pour l'Extraction Aveugle de Sources,''
    In Gretsi'05, Louvain La Neuve, Belgique, 5-10 sept 2005.
  101. M. RAJIH and P. COMON,
    ``Recherche Lineaire Optimisee: une Methode pour Accelerer Parafac,''
    In Gretsi'05, Louvain La Neuve, Belgique, 5-10 sept 2005.
  102. V. ZARZOSO and P. COMON,
    ``Blind Channel Equalization with Algebraic Optimal Step Size,''
    In Eusipco'05, Antalya, Turkey, Sept. 4-8 2005.
  103. M. RAJIH and P. COMON,
    ``Enhanced Line Search: A Novel method to Accelerate Parafac,''
    In Eusipco'05, Antalya, Turkey, Sept. 4-8 2005.
  104. V. ZARZOSO and P. COMON,
    ``Semi-Blind Constant Modulus Equalization with Optimal Step Size,''
    In ICASSP'05, Philadelphia, March 18--23 2005.
  105. P. COMON and M. RAJIH,
    ``Blind Identification of Under-Determined Mixtures Based on the Characteristic Function,''
    In ICASSP'05, Philadelphia, March 18--23 2005, Volume 4, pp.1005 - 1008.
  106. P. CHEVALIER, L. ALBERA, P. COMON, and A. FERREOL,
    ``Comparative performance analysis of eight blind source separation methods on radiocommunications signals,''
    In IJCNN 04, Budapest, Hungary, July 25-29 2004.
  107. P. COMON and M. RAJIH,
    ``Blind Identification of Complex Under-Determined Mixtures,''
    In ICA Conference, pp. 105--112, Granada, Spain, Sept 22--24 2004.
  108. J. LEBRUN and P. COMON,
    ``A Linear Algebra Approach to Systems of Polynomial Equations with Application to Digital Communications,''
    In Eusipco'04, Wien, Austria, Sep 7--10 2004.
  109. P. COMON and M. RAJIH,
    ``Blind Identification of Under-determined Complex Mixtures of 2 independent Sources,''
    In 3rd IEEE SAM Workshop, Barcelona, Spain, July 18--21 2004.
  110. L. ALBERA, P. COMON, P. CHEVALIER, and A. FERREOL,
    ``Blind Identification of Underdetermined Mixtures based on the Hexacovariance,''
    In ICASSP'04, volume II, pp. 29--32, Montreal, May 17--21 2004.
  111. L. ROTA and P. COMON,
    ``Blind Equalizers based on Polynomial Criteria,''
    In ICASSP'04, volume IV, pp. 441--444, Montreal, May 17--21 2004.
  112. N. PETROCHILOS and P. COMON,
    ``Separation of ZCM Signals: Application is SSR Radar,''
    In GRETSI'03, Paris, 8--11 Sept. 2003.
  113. J. LEBRUN and P. COMON,
    ``Une Approche Algebrique de l'Identification Aveugle de Canaux de Communications,''
    In GRETSI'03, Paris, 8--11 Sept. 2003.
  114. P. COMON and J.LEBRUN,
    ``Criteres de Contraste Deterministes pour la Separation de Sources,''
    In GRETSI'03, Paris, 8--11 Sept. 2003.
  115. L. ROTA, P. COMON, and S. ICART,
    ``Egalisation aveugle de melanges convolutifs MIMO,''
    In GRETSI'03, Paris, 8--11 Sept. 2003.
  116. J. LEBRUN and P. COMON,
    ``An Algebraic Approach to Blind Identification of Communication Channels,''
    In IEEE ISSPA'03, Paris, 1-4 July 2003.
  117. J. VANDEWALLE, L. De LATHAUWER, and P. COMON,
    ``The Generalized Higher Order SVD and the Oriented Signal to Signal Ratios of Pairs of Signal Tensors,''
    In ECCTD'03, Krakow, Poland, 1-4 Sept. 2003.
  118. P. COMON and J. LEBRUN,
    ``Contrast Functions for Deterministic Blind Source Separation,''
    In SPAWC'03, Rome, Italy, 15-18 June 2003
  119. L. ROTA, P. COMON, and S. ICART,
    ``Blind Equalization of MIMO Channels,''
    In SPAWC'03, Rome, Italy, 15-18 June 2003.
  120. L. ROTA, P. COMON, and S. ICART,
    ``Blind MIMO Paraunitary Equalizer,''
    In ICASSP'03, Hong-Kong, April 2003. PDF file
  121. L. ALBERA, A. FERREOL, P. COMON, and P. CHEVALIER,
    ``Sixth Order Blind Identification of Under-determined Mixtures - BIRTH,''
    In ICA'03, Japan, April 1-4 2003.
  122. P. COMON and L. ROTA,
    ``Blind Source Separation: A Partial Joint Diagonalization (PAJOD) Approach,''
    In PSIP'03, Grenoble, France, 29-31 jan. 2003
  123. P. COMON,
    ``Blind Equalization with Discrete Inputs in the Presence of Carrier Residual,''
    In Second IEEE Int. Symp. Sig. Proc. Inf. Theory, Marrakech, Morocco, December 2002
    invited session.
  124. L. ALBERA and P. COMON,
    ``Asymptotic Performance of Contrast-Based Blind Source Separation Algorithms,''
    In Second IEEE Sensor Array and Multichannel Signal Processing Workshop, Rosslyn, VA, 4-6 August 2002. PDF preprint also available
  125. P. COMON, E. MOREAU, and L. ROTA,
    ``Blind Separation of Convolutive Mixtures: a Contrast-Based Joint Diagonalization Approach,''
    In 3rd Int. Conf. Independent Component Analysis (ICA'01), San Diego, Dec. 9-13 2001, pp.686-691.
  126. P. COMON, R. LIU, and D. SLOCK,
    ``Path-Wise Wide-Sense Polynomial Receiver for Downlink UMTS Communications,''
    In 39th Allerton Conf. Com. Contr. Comput., Allerton, Illinois, Usa, Oct 3-5 2001.
  127. P. COMON, E. MOREAU, and L. ROTA,
    ``Séparation de Mélanges convolutifs par Diagonalisation Conjointe,''
    In 18eme Colloque Gretsi, Toulouse, 10-13 Sept, 2001.
  128. P. COMON and E. MOREAU,
    ``Blind MIMO Equalization and Joint-Diagonalization Criteria,''
    In ICASSP'01, Salt Lake City, May 7-11, 2001.
  129. P. COMON and O. GRELLIER,
    ``Analytical blind identification of a SISO communication channel,''
    In IEEE Workshop on Statistical Signal and Array Processing, pp. 206--210, Pocono Manor, Pennsylvania, Usa, Aug. 14-16, 2000.
  130. N. PETROCHILOS and P. COMON,
    ``Blind identification of linear-quadratic channels,''
    In IEEE Workshop on Statistical Signal and Array Processing, pp. 181--185, Pocono Manor, Pennsylvania, Usa, Aug. 14-16, 2000.
  131. N. PETROCHILOS and P. COMON,
    ``ML Estimation of SSR signals, identifiability and Cramer-Rao bounds,''
    In Eusipco, Tampere, Finland, 5-8 sept. 2000.
  132. O. GRELLIER and P. COMON,
    ``Analytical Blind Discrete Source Separation,''
    In Eusipco, Tampere, Finland, 5-8 sept. 2000.
  133. O. GRELLIER and P. COMON,
    ``Egalisation aveugle en présence de sources discretes,''
    In Conférence Gretsi, Vannes, France, 13-17 sept. 1999, pp. 1093-1096.
  134. O. GRELLIER and P. COMON,
    ``Closed-Form Equalization,''
    In SPAWC, Annapolis, MD, May 9-12 1999, pp. 219-222. PDF preprint
  135. L. DeLATHAUWER, P. COMON, and B. DeMOOR,
    ``ICA algorithms for 3 sources and 2 sensors,''
    In Sixth Sig. Proc. Workshop on Higher Order Statistics, pp. 116--120, Caesarea, Israel, June 14--16 1999.
  136. P. CHEVALIER, V. CAPDEVIELLE, and P. COMON,
    ``Performance of HO Blind Source Separation Methods: Experimental Results on Ionospheric HF Links,''
    In ICA99, First Int. Conf. Workshop on Indep. Comp. Anal., Aussois, France, Jan 11--15 1999, pp.443-448.
  137. P. COMON and O. GRELLIER,
    ``Non Linear Inversion of Underdetermined Mixtures,''
    In ICA99, First Int. Conf. Workshop on Indep. Comp. Anal., Aussois, France, Jan 11--15 1999, pp.461-465. PDF preprint
  138. P. COMON, O. GRELLIER, and B. MOURRAIN,
    ``Blind Channel Identification with MSK inputs,''
    In Asilomar Conference, Pacific Grove, California, November 1-4 1998,
    pp.1569-1573, Invited session. file in PDF format
  139. O. GRELLIER and P. COMON,
    ``Self Calibration in presence of Discrete Sources,''
    In Eusipco, Rhodes, Greece, Sept 8--11 1998,
    pp.185-188.
  140. P. COMON and O. GRELLIER,
    ``Performance of Blind Discrete Source Separation,''
    In Eusipco, Rhodes, Greece, Sept 8--11 1998,
    pp.2061-2064, Invited session.
  141. O. GRELLIER and P. COMON,
    ``Blind separation and equalization of a channel with MSK inputs,''
    In SPIE Conference, San Diego, July 19-24 1998, pp.26-34,
    Invited session.
  142. O. GRELLIER and P. COMON,
    ``Autocalibration analytique d'antenne,''
    In XVIieme Colloque GRETSI, pp. 79--82, Grenoble, 15-19 Sept 1997.
  143. V. CAPDEVIELLE, P. CHEVALIER, P. CALVARY, and P. COMON,
    ``Comparaison des performances de plusieurs méthodes de séparation aveugle de sources aux ordres supérieurs,''
    In XVIieme Colloque GRETSI, pp. 115--118, Grenoble, 15-19 Sept 1997.
  144. L. HAYOUN, P. COMON, and F. NIVELLE,
    ``Segmentation non canonique pour la classification supervisée par arbres,''
    In XVIieme Colloque GRETSI, pp. 1265--1268, Grenoble, 15-19 Sept 1997.
  145. P. CHEVALIER, V. CAPDEVIELLE, and P. COMON,
    ``Behavior of Higher Order Blind Source Separation Methods in presence of Correlated Multipaths,''
    In IEEE SP Workshop on HOS, pp. 363--367, Banff, Canada, July 21-23 1997.
  146. P. COMON, P. CHEVALIER, and V. CAPDEVIELLE,
    ``Performance of contrast-based blind source separation,''
    In SPAWC - IEEE Sig. Proc. Advances in Wireless Com., pp. 345-348, Paris, April 16-18 1997.
  147. P. COMON and E. MOREAU,
    ``Improved contrast dedicated to blind separation in communications,''
    In ICASSP, pp. 3453--3456, Munich, April 20-24 1997.
  148. P. COMON and L. DERUAZ,
    ``Array self calibration: Identifiability issues,''
    In EUSIPCO 96, pp. 547--550, Trieste, Italy, September 10-13 1996.
  149. P. COMON, B. EMILE, and G. BIENVENU,
    ``Time Delay Estimation in a Multipath Context,''
    In EUSIPCO 96, pp. 1825--1828, Trieste, Italy, September 10-13 1996.
  150. J. F. CARDOSO and P. COMON,
    ``Independent Component Analysis, a Survey of Some Algebraic methods,''
    In Proc. ISCAS Conference, volume 2, pp. 93--96, Atlanta, May 1996.
  151. P. COMON, P. BLANC-BENON and G. BIENVENU,
    ``Sonar interception from a single beam or sensor,''
    In UDT 96 Conf., pp. 358--361, London, 2--4 July 1996.
  152. L. DeLATHAUWER, P. COMON, et al.,
    ``Higher-Order Power Method, Application in Independent Component Analysis,''
    In NOLTA Conference, volume 1, pp. 91--96, Las Vegas, 10--14 Dec 1995.
  153. B. EMILE and P. COMON,
    ``Estimation de temps de retard entre signaux colorés,''
    In XV\`eme Colloque Gretsi, Juan les Pins, 18--22 Sept 1995.
  154. P. COMON and Y. CHENEVAL,
    ``Supervised classification with variable kernel estimators,''
    In Mira Cabestany Prieto, editor, IWANN, pp. 1099--1106, Malaga, Spain, June 7-11 1995. Springer-Verlag, Lecture Notes in Computer Sciences.
  155. P. COMON and L. DERUAZ,
    ``Normality tests for coloured samples,''
    In IEEE-ATHOS Workshop on Higher-Order Statistics, pp. 217--221, Begur, Spain, 12--14 June 1995.
  156. P. COMON and B. EMILE,
    ``Estimation of Time Delays in the Blind Mixture Problem,''
    In EUSIPCO 94, pp. 482--485, Edinburgh, Scotland, September 13-16 1994.
  157. B. EMILE, P. COMON, and J. LEROUX,
    ``Estimation of time delays between wide-band sources,''
    In IEEE-ATHOS Workshop on Higher-Order Statistics, pp. 111--115, Begur, Spain, 12--14 June 1995.
  158. P. COMON, J. L. VOZ, and M. VERLEYSEN,
    ``Estimation of performance bounds in supervised classification,''
    In M. Verleysen, editor, ESANN-European Symposium on Artificial Neural Networks, pp. 37-42, 45 rue Masui, B-1210 Brussels, Belgium, April 20-22 1994. D~facto Publ.
  159. P. COMON and B. MOURRAIN,
    ``Decomposition of Quantics in Sums of Powers,''
    In SPIE conference on Advanced Signal Processing V, pp. 93--104, San Diego, July~24--29 1994
    invited session.
  160. P. COMON,
    ``Tensor Diagonalization, A useful Tool in Signal Processing,''
    In M. Blanke and T. Soderstrom, editors, IFAC-SYSID, 10th IFAC Symposium on System Identification, volume 1, pp. 77--82, Copenhagen, Denmark, July 4-6 1994. invited session. PDF file here, or at hal-00561523.
  161. P. COMON,
    ``Remarques sur la diagonalisation tensorielle par la methode de Jacobi,''
    In XIV\`eme Colloque Gretsi, pp. 125--128, 13-16 Septembre 1993. PDF file
  162. P. COMON, G. BIENVENU, and T. LEFEBVRE,
    ``Supervised Design of Optimal Receivers,''
    In J. M. F. Moura and I. M. G. Lourtie, editors, Acoustic Signal Processing for Ocean Exploration Processing and Ocean Exploration, pp. 547-552. Kluwer Academic Publishers, 1993
    Proceedings of the NATO Advanced Study Institute on Acoustic Signal Processing and Ocean Exploration, July 26-Aug. 7, 1992, Madeira, Portugal.
  163. E. CHAUMETTE, P. COMON, and D. MULLER,
    ``Application of ICA to airport surveillance,''
    In IEEE Signal Processing Workshop on High-Order Statistics, pp. 210--214, South Lake Tahoe, California, June 7-9 1993.
  164. C. JUTTEN and P. COMON,
    ``Neural Bayesian classifier,''
    In A. Prito J. Mira, J. Cabestany, editor, New Trends in Neural Computation, pp. 119--124, Stiges, Spain, June~9--11 1993. Springer Verlag
    Proceedings of the IWANN93 Conference.
  165. P. COMON,
    ``Independent Component Analysis, and the Diagonalization of Symmetric Tensors,'' In H. Dedieu, editor, European Conference on Circuit Theory and Design -- ECCTD, pp. 185-190, Davos, Aug 30-Sept 3 1993. Elsevier
    invited session.
  166. P. COMON,
    ``Displacement Rank of Pseudo-Inverses,''
    In IEEE International Conference on Acoustics, Speech and Signal Processing - ICASSP, volume V, pp. 49--52, San Francisco, March~23-26 1992.
  167. P. COMON,
    ``Blind Identification in Presence of Noise,''
    In Proc. European Signal Processing Conf. EUSIPCO, pp. 835--838, Brussels, Aug 24 - 27 1992.
  168. P. COMON and G. BIENVENU,
    ``Detection et Estimation supervisees,''
    In XVi\`eme Colloque Gretsi, pp. 277--280, Juan les Pins, 16--20 Sept 1991.
  169. J. F. CARDOSO and P. COMON,
    ``Tensor-Based Independent Component Analysis,''
    In Proc. European Signal Processing Conf. EUSIPCO, pp. 673--676, Barcelona, Spain, September 18-21 1990.
  170. P. COMON,
    ``High-Order Separation, Application to Detection and Localization,''
    In Proc. European Signal Processing Conf. EUSIPCO, pp. 277--280, Barcelona, Spain, September 18-21 1990.
  171. P. COMON and J. F. CARDOSO,
    ``Eigenvalue Decomposition of a Cumulant Tensor with Applications,''
    In SPIE Conference on Advanced Signal Processing Algorithms, pp. 361--372, San Diego, California, July 10-12 1990. Architectures and Implementations, vol.1348. DOI: 10.1117/12.23492. HAL: hal-01045246
  172. P. COMON,
    ``Separation of Stochastic Processes,''
    In Proc. Workshop on Higher-Order Spectral Analysis, pp. 174--179, Vail, Colorado, June 28-30 1989. IEEE-ONR-NSF.
    DOI: 10.1109/HOSA.1989.735291
  173. P. COMON,
    ``Separation of Sources using High-Order Cumulants,''
    In SPIE Conference on Advanced Algorithms and Architectures for Signal Processing, pp. 170--181, San Diego, California, August 8-10 1989. vol. Real-time signal processing XII. PDF file. DOI: 10.1117/12.962275. HAL: hal-04098655
  174. P. COMON,
    ``Separation de melanges de signaux,''
    In XII\`eme Colloque Gretsi, pp. 137--140, Juan les Pins, 12 -16 juin 1989.
  175. P. COMON,
    ``Statistical Approach to the Jutten-Herault Algorithm,''
    In NATO Workshop on Neuro-Computing, Les Arcs, France, Feb.~27-March 3 1989. Republished in: Neurocomputing, Algorithms, Architectures and Applications, F.Fogelman and J. Herault editors, NATO ASI series, Springer Verlag, 1990, pp81--88.
  176. P. COMON,
    ``Fast Updating of a Low-rank Approximate to a Varying Hermitian Matrix,''
    In 22nd Asilomar Conference, pp. 358--362, Pacific Grove, November~2-4 1988.
  177. P. COMON,
    ``Fast Computation of a Restricted Subset of Eigenpairs of a Varying Hermitian Matrix,''
    In NATO ASI on Num. Linear Algebra, Digital Sig.Proc. and Parallel Algorithms, Leuven, Belgium, August 1988. Republished in: Numerical Linear Algebra, Digital Signal Processing and Parallel Algorithms, G.H. Golub and P. VanDooren editors, Springer Verlag, NATO ASI series vol. F70, 1991, pp457--466.
  178. P. COMON,
    ``Adaptive Computation of a few Extreme Eigenpairs of a Positive Definite Hermitian Matrix,''
    In European Signal Processing Conference EUSIPCO, pp. 647--650, Grenoble, France, September~5-8 1988.
  179. P. COMON and T. KAILATH,
    ``An Array Processing Technique using the First Principal Component,''
    In First International Workshop on SVD and Signal Processing, September 1987
    Extended version published in: SVD and Signal Processing, E.F. Deprettere editor, North Holland, 1988, 301--316.
  180. E. MOISAN and P. COMON,
    ``Ponderations variables pour les filtres en treillis adaptatifs,''
    In XIe Colloque GRETSI, pp. 309--312, Nice, 1-5 juin 1987.
  181. P. COMON and J. L. LACOUME,
    ``About Capon Estimator Optimality,''
    In Third Workshop on Spectrum Estimation and Modeling, Boston, November~17-18 1986.
  182. P. COMON and J. L. LACOUME,
    ``Signal Estimation using a Reception Model,''
    In International Symposium EUSIPCO, The Hague, Netherlands, September~2-5 1986.
  183. P. COMON and J. L. LACOUME,
    ``A Robust Adaptive Filter for Noise Reduction Problems,''
    In IEEE International Conference on Acoustics, Speech and Signal Processing - ICASSP, pp. 2599--2602, Tokyo, Japan, April~7-11 1986.
  184. P. COMON and G. LEJEUNE,
    ``Extrapolation de signaux lacunaires,''
    In IXeme Colloque Gretsi, pp. 199--203, Nice, 16-20 mai 1983.


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Invited conferences

(conferences in invited sessions are not listed in this section but in the Conferences section if published, or in the Unpublished communications section otherwise).  warningIcon For various reasons, I do not attend conferences abroad since 2010. warningIcon

  1. P.Comon, ``A brief introduction to tensors'', GdR ISIS, June 17, 2019, Paris.
  2. P.Comon, ``Tenseurs: utilité et applications'', Académie des sciences, Journée IMT, 22 Nov. 2018, Paris.
  3. P. Comon, ``Tensors: a tool for data science?'', Workshop Data Science in the Alps, March 20, 2018, stade des Alpes, Grenoble. video. Organized by the Data Institute of Univ. Grenoble Alpes.
  4. P. Comon, ``Existence of the best low-rank tensor approximate'', Int. Workshop on Organic Matter Spectroscopy (WOMS '2013), Toulon, 16-19 July 2013. invited
  5. P. Comon, ``Décompositions tensorielles et applications'', GdR ISIS, tutorial, Paris, 16 jan 2013.
  6. P. Comon, ``Tensors in Signal Processing,'' European Signal Processing Conference, Aalborg, DK, August~23-27 2010. EUSIPCO'2010. Invited plenary.
  7. P. Comon, ``Tensor decompositions viewed from different fields,'' Workshop on Tensor Decompositions and Applications (TDA 2010), Bari, Italy, September~13-17 2010. Opening plenary.
  8. P. Comon, ``When Tensor Decomposition meets Compressed Sensing,'' 9th Int. Conf. Latent Variable Analysis (LVA'2010), Saint Malo, France, September~27-30 2010. Invited keynote. slides and video
  9. P. Comon, ``Tensor decomposition can reduce to rank-one approximations,'' 26th GAMM on Tensor Approximations and High-Dimensional Problems, Max-Planck-Institute for Mathematics in the Sciences, February~22-24 2010. invited.
  10. P. COMON, ``Tensors, usefulness and unexpected properties,'' In IEEE Workshop on Statistical Signal Processing (SSP'09), Cardiff, UK, Aug. 31 - Sep. 3 2009. pp.781--788. Keynote address. hal-00417258
  11. P. COMON, ``Tensor decompositions in statistical signal processing,'' European Workshop on Challenges in Modern Massive Data Sets (EMMDS'09), Technical University of Denmark, Copenhaguen, July~1-4 2009. invited.
  12. P. COMON, ``Tensor decompositions in Engineering,''
    American Institute of Mathematics (AIM) Workshop on Geometry and representation theory of tensors for computer science, statistics and other areas, AIM Research Conference Center (ARCC), Palo Alto, CA, July~21-25 2008. invited. hal-00339493
  13. P. COMON, ``Independent Component Analysis and Steganography,'' Third Wavila Challenge, Watermarking Virtual Laboratory workshop, Saint Malo, June 14 2007. invited.
  14. P. COMON, ``Independent Component Analysis viewed as a Tensor Decomposition,'' Workshop on Algorithms for Modern Massive Datasets (MMDS)), Stanford, June 24, 2006. invited.
  15. P. COMON, ``Generic properties of symmetric tensors,'' TRICAP, Chania, Crete, Greece, June 4-9, 2006. invited.
  16. P. COMON, ``Algebraic Blind Techniques,'' IEEE CAMSAP, Puerto Vallarta, Mexico, 13 Dec. 2005. invited plenary. Unpublished.
  17. P. COMON and B. MOURRAIN, ``Tensor Ranks, and some properties of Tensor Spaces,'' IEE-SIAM Workshop on Tensor Decompositions and Applications (TDA), Luminy, France, Aug. 30 2005. Tutorial. Unpublished but slides available (link above).
  18. P. COMON, ``Independent Component Analysis and Multi-Way Factor Analysis,'' In Tutorial given at ICASSP'05, invited, Philadelphia, March 19 2005. Unpublished but slides available (link above). hal-00263639
  19. P. COMON, ``Blind Matrix Identification by Statistical Matching,'' In Int. Workshop on Matrices in Statistics and Optimization (MSO-PMAA'04), Luminy, 2004. Invited. Unpublished.
  20. P. COMON, ``Canonical Tensor Decompositions,'' In ARCC Workshop on Tensor decompositions, American Institute of Mathematics (AIM), Palo Alto, California, USA, July 19-23, 2004. Impromptu lecture.
  21. P. COMON, ``Independent Component Analysis, Contrasts and Convolutive Mixtures,'' In Second IMA Conference on Mathematics in Communications, Lancaster, UK, Dec. 16-18, 2002. invited.
  22. P. COMON, ``From Source Separation to Blind Equalization,''
    In 1st Int. Conf. on Image and Signal Processing (ICISP), Agadir, Morocco, May 3-5, 2001, pp.20-32. invited plenary. hal--01825729
  23. P. COMON, ``Tensor Decompositions, State of the Art and Applications,'' In IMA Conf. mathematics in Signal Processing, Warwick, UK, Dec. 18-20, 2000. keynote address.
  24. P. COMON, ``Block Methods for Channel Identification and Source Separation,'' In IEEE Symposium on Adaptive Systems for Sig. Proc. Comm. Contr., pp. 87--92, Lake Louise, Alberta, Canada, Oct. 1-4 2000, invited plenary. Download the PS file or the PDF file
  25. P. COMON, ``Blind Channel Identification and Extraction of more sources than sensors,'' In SPIE Conference, San Diego, July 19-24 1998, pp.2-13, Invited, Keynote address. PDF. hal-00499421
  26. P. COMON, ``Cumulant tensors'' IEEE SP Workshop on HOS, Banff, Canada, July 21-23, 1997 Keynote address.
  27. P. COMON, ``Analyse en Composantes Independantes,'' Invited conference, Institut Henri Poincaré, Paris, 16 November 1995.
  28. P. COMON, ``Supervised Classification, a Probabilistic Approach,''
    In Verleysen, editor, ESANN-European Symposium on Artificial Neural Networks, pp. 111--128, Brussels, Apr 19-21 1995. D facto Publ. PS Invited plenary. PDF
  29. P. COMON, ``Independent component analysis,'' In Proc. Int. Sig. Proc. Workshop on Higher-Order Statistics, pp. 111--120, Chamrousse, France, July 10-12 1991. Keynote address. Republished in Higher-Order Statistics, J.L.Lacoume ed., Elsevier, 1992, pp 29--38.


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Papers submitted

  1. C. Jutten and P. Comon,
    ``De la separation de sources a l'analyse en composantes independantes, et au-dela,'', 2023. Preprint (version longue): hal-04106245.
  2. C. Jutten and P. Comon,
    ``De la separation de sources a l’analyse en composantes independantes, et au-dela,'' In GRETSI'23, Grenoble, 28 aout - 1 sept. 2023.
  3. Z. Long, C. Zhu, P. Comon, and Y. Liu,
    ``Feature Space Recovery for Efficient Incomplete Multi-View Clustering,'' Transactions on Knowledge and Data Engineering, 2023. submitted.
  4. S. ElBouch, O. J. Michel, P. Comon, M. Campillo, and E. Beauce,
    ``Détection automatique des événements sismiques à l’aide de la formation de voies basée sur le Kurtosis multivarié,'' In GRETSI'23, Grenoble, 28 aout - 1 sept. 2023. Preprint: hal-xx.
  5. J. E. Cohen, R. Bro, and P. Comon,
    ``Tensor decompositions: principles and application to Food Sciences,'' In Moussaoui Jutten, Duarte, editor, Source Separation in Physical-Chemical Sensing, Wiley, 2023, CH.6. Preprint: hal-03367935.
  6. M. Jouni and M. Dalla Mura and L. Drumetz and P. Comon, ``Multifeature Hyperspectral Unmixing Based on Tensor Decomposition,'' 2023. Preprint: hal-03480890.
  7. Z. Long and C. Zhu and J. Liu and Y. Liu and P. Comon, ``Nonnegative Tensor Ring Decomposition and Its Applications to Image Completion'', 2023. Preprint: hal-03781546.
  8. E. Sobhani and P. Comon and C. Jutten and M. Babaie-Zadeh, ``SFBS: A Forward-Backward Splitting algorithm for constrained tensor decomposition'', 2023. Preprint: hal-02929348.


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Patents

  1. H. Becker, G. Birot, L. Albera, I. Merlet, P. Comon, R. Gibronval and F. Wendling,
    ``Brain source IMaging Algorithms (BIMA),'', May, 2016
    Logiciel de localisation de sources cérébrales distribuées, IDDN.FR.001.200011.000.S.P.2016.000.31230; Agence pour la Protection des Programmes (APP), Paris
  2. L. ALBERA, A. FERREOL, P. COMON, and P. CHEVALIER,
    ``Procede d'identification et de separation autodidacte de melanges de sources aux ordres superieurs,'', April 1st, 2003
    patent registered for Thales Communications, FR 03.04041. European extension: EP-1-477-907-A1. US extension: US2004/0260522-A1.
  3. P. COMON,
    ``Method and device for blind equalization of a communication channel,'', May 1998
    Patent no~9806709, registered for Eurecom.
  4. P. COMON,
    ``Method and Device for the estimation of a signal propagating through a multipath channel,'', June 1996
    Patent registrated for Thomson-CSF, no~9607858.
  5. P. COMON,
    ``Procede et Dispositif d'Estimation Aveugle de Retards Differentiels,'', 1993
    Patent registrated for Thomson-Sintra, no~9410325.
  6. P. COMON,
    ``Method and Device for Real-time Signals Separation,'', 1989.
    Patent registrated for Thomson-CSF, January 1990, no~9000436. International extension confirmed on March, 1992.

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Unpublished Communications (non exhaustive)

  • C. Prevost, K. Usevich, E. Chaumette, D. Brie, and P. Comon,
    ``On the efficiency of blind and non-blind estimation for coupled LL1 tensor models using the randomly-constrained Cramer-Rao bound,'' 2021 Preprint: hal-03504402.
  • J. Li, K. Usevich, and P. Comon,
    ``Gradient based block coordinate descent algorithms for joint approximate diagonalization of matrices,''
    In 18th Annual Meeting of CSIAM, Changsha, Hunan, China, Oct. 29 - Nov. 1 2020.
  • E. Sobhani, P. Comon, C. Jutten, and M. Babaie-Zadeh,
    ``FBS4: A Forward-Backward Splitting algorithm for constrained tensor decomposition,''
    2020, hal-02929348.
  • K. Usevich, J. Li and P. Comon
    ``Global convergence of Jacobi-type algorithms for symmetric tensor diagonalization,'' Jul. 24-28, 2017, ILAS'2017, Iowa State University, USA, abstract
  • K. Usevich and P. Comon ``Hankel and Quasi-Hankel Matrix Completion: Performance of the Nuclear Norm Relaxation,'' Aug. 4, 2017, SIAM conf. on Applied Algebraic Geometry, Georgia Tech, Atlanta, USA}, abstract
  • Y. Qi, L.-H. Lim, P. Comon and K. Ye,
    ``Connectedness of tensor rank and multilinear rank,'' Jul. 11-15, 2016, ILAS'2016, Leuven. abstracts
  • P. Comon, Y. Qi and K. Usevich
    ``A polynomial formulation for joint decomposition of symmetric tensors of different orders,'' Jan. 18-22, 2016, Workshop on Tensor Decompositions and Applications (TDA), Leuven, Belgium.
  • K. Usevich and P. Comon,
    ``Quasi-Hankel low-rank matrix completion: a convex relaxation,'' Workshop on Low-rank Optimization and Applications, Bonn, June 8-12 2015.
  • P. Comon,
    ``Low-rank Tensor approximations,'' Trilateral Workshop on Separation of variables and Applications (SVA), La Colle sur Loup, France, Sept. 8-10, 2010.
  • P. Comon,
    ``Computing structured tensor decompositions in polynomial time,'' 16th Conference of the International Linear Algebra Society (ILAS), Pisa, Italy. June 21-25, 2010. invited session
  • P. Comon,
    ``Polyadic tensor decomposition with structured factors,''
    Dipartimento di Matematica, Universita di Firenze, Italy. Jun 21, 2010. invited seminar
  • L.-H. Lim and P. Comon,
    ``Multilinear algebra in machine learning and signal processing'',
    Minisymposium ``Numerical multilinear algebra: a new beginning'', in 6th International Congress on Industrial and Applied Mathematics (ICIAM). July 17, 2007. Zurich.
  • P. Comon,
    ``Canonical Tensor Decompositions,''
    ARCC Workshop on Tensor Decompositions, Palo Alto, CA, July 18--24 2004. Invited.
    see: I3S report, June 2004.
  • P. Comon,
    ``Blind Identification of Linear Mixtures based on Characteristic Functions,''
    International Workshop on Matrices and Statistics, Bedwelo, Poland, Aug. 18--21 2004.
  • P. Comon and B. Emile,
    ``Estimation de temps de retard \`a l'aide de cumulants,''
    In Journee signal de Cergy, pp. 18--20, ENSEA, Cergy, 2 fev 1995.
  • Ch.Jutten, F. Blayo, J. Cabestany, Y. Cheneval, P. Comon and M. Verleysen,
    ``Enhanced learning for evolutive neural architectures (ELENA),''
    Louvain la Neuve, April 1995. D facto Publ., Brussels.
  • P. Comon,
    ``Diagonalisation of symmetric tensors,''
    Invited conference, EPFL, Lausanne, 4 November 1994.
  • P. COMON,
    ``Wavefields separation: Neural networks versus batch methods,''
    In EAPG Workshop on Multichannel Filtering of Seismic Data, Paris, June 1992
    invited talk. Proceedings of abstracts only.
  • P. COMON,
    ``Structured matrices and their inverses,''
    In IMA Workshop on Linear Algebra for Signal Processing, Minneapolis, April~6-10 1992
    invited talk. Full version published in 1995 by Springer.
  • P. COMON,
    ``Distributed Detection and Estimation,''
    In ESPRIT BRA Workshop on Neural Networks and Artificial Vision, Chamrousse, France, January~29-30 1991
    Proceedings of extended abstracts.

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Reports (non exhaustive)

  • J. H. De Goulart and P. Comon, "Non-iterative low-multilinear-rank tensor approximation with application to decomposition in rank-(1,L,L) terms", 2017, hal-01516167
  • P. Comon and L.-H. Lim,
    ``Sparse Representations and Low-Rank Tensor Approximation,''
    Research Report ISRN I3S/RR-2011-02-FR, I3S, Sophia Antipolis, France, February 2011. hal-00703494.
  • L. Galluccio, O. Michel, P. Comon, E. Slezak, and A. Hero,
    ``Initialization Free Graph Based Clustering,''
    Research Report ISRN I3S/RR-2009-08-FR, I3S, Sophia Antipolis, France, May 2009.
    hal-00418623.
  • V. Zarzoso and P. Comon,
    ``Robust Independent Component Analysis,''
    Research Report ISRN I3S/RR-2009-02-FR, I3S, Sophia Antipolis, France, March 2009.
  • P. Comon, X. Luciani, and A. Lima Ferrer de Almeida,
    ``Identification aveugle de melanges sous-determines,''
    Research Report ISRN I3S/RR-2008-09-FR, I3S, Sophia-Antipolis, France, May 2008.
  • P. Comon, B. Mourrain, and E. Tsigaridas,
    ``Symmetric Tensor Decomposition,''
    Research Report ISRN I3S/RR-2008-12-FR, I3S, Sophia-Antipolis, France, July15 2008.
  • P. Comon and M. Sorensen,
    ``Tensor Diagonalization by Orthogonal Transforms,''
    Research Report ISRN I3S/RR-2007-06-FR, I3S, Sophia Antipolis, France, February 2007.
  • P. Comon and J. Ten Berge,
    ``Generic and Typical Ranks of Three-Way Arrays,''
    Research Report ISRN I3S/RR-2006-29-FR, I3S, Sophia Antipolis, France, September 2006.
  • P. Comon,
    ``Canonical Tensor Decompositions,''
    Research Report RR-2004-17, I3S, Sophia Antipolis, June 17, 2004.
  • P. Comon, "Blind Separation of Convolutive Mixtures, A Partial Joint Diagonalization Approach",
    I3S Resarch report RR-2002-04-FR, Projet ASTRE - Mars 2002.
  • P. Comon, ``Contrasts, Independent Component Analysis, and Blind Deconvolution'', I3S Research Report RR-2003-06, March 2003. Published in International Jour. Adapt. Control Sig. Proc. April 2004. See: hal-00542916.
  • P.Comon,
    ``Contrasts for Multichannel Blind Deconvolution,''
    Research report no 95-44, I3S-CNRS, 8 september 1995.

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Courses, Courses Notes (non exhaustive)

  • P. COMON, ``Tensor Problems in Engineering,'' Mathematical Sciences Research Institute (MSRI), Univ. Berkeley, CA, July~16-18 2008, invited courses.
  • P. COMON, ``Blind techniques,'' CAPES-COFECUB, Univ. Campinas and Univ. Fortaleza, Brasil, February~19-28 2008, invited courses.
  • P. COMON, Communications numeriques, notes de cours, 1999-2004.
    This work is licensed under a Creative Commons License. Revised version being republished as a booklet: see the Books section.
  • P. COMON and C. JUTTEN, ``Neural classifiers, Courses notes,'' Neuro-Nimes, October 1993.
  • P. COMON and J. L. LACOUME, ``Statistiques d'Ordres Superieurs pour le Traitement du Signal,'' Ecole Predoctorale de Physique, Les Houches, 30 aout - 10 septembre 1993 P. Flandrin et J. L. Lacoume ed.
  • P. COMON and L. KOPP, ``Traitement du signal Sonar, Notes de cours,'' ESSI, 1989-1994.

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Other

  • L. De Lathauwer and P. Comon, ``Blind source separation and multichannel deconvolution'', Signal processing, Elsevier, vol.73, no.1-2, 1999. Editorial.
  • P. COMON,
    ``Quelques Developpements Recents en Traitement du Signal,''
    Habilitation a Diriger les Recherches, Universite de Nice, UFR Sciences, 18 sept 1995. tel-00473197
  • P. COMON,
    ``ATHOS, qu'est-ce que cela evoque pour vous ?,''
    Traitement du Signal, 10(1), 1993
    Editorial. PDF


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Grenoble Images Parole Signal Automatique laboratoire

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