Jean-François Cardoso

Publication Activity (10 Years)

Years Active: 1989-2022
Publications (10 Years): 11

Top Topics

Stochastic Gradient

Independent Component Analysis

Blind Separation

Bregman Divergences

Top Venues

IEEE Trans. Signal Process.

Publications

Jean-François Cardoso
Independent component analysis in the light of Information Geometry. CoRR (2022)
Pierre Ablin, Jean-François Cardoso, Alexandre Gramfort
Beyond Pham's algorithm for joint diagonalization. ESANN (2019)
Pierre Ablin, Alexandre Gramfort, Jean-François Cardoso, Francis R. Bach
Stochastic algorithms with descent guarantees for ICA. AISTATS (2019)
Pierre Ablin, Jean-François Cardoso, Alexandre Gramfort
Beyond Pham's algorithm for joint diagonalization. CoRR (2018)
Pierre Ablin, Jean-François Cardoso, Alexandre Gramfort
Accelerating likelihood optimization for ICA on real signals. CoRR (2018)
Pierre Ablin, Alexandre Gramfort, Jean-François Cardoso, Francis R. Bach
EM algorithms for ICA. CoRR (2018)
Pierre Ablin, Jean-François Cardoso, Alexandre Gramfort
Accelerating Likelihood Optimization for ICA on Real Signals. LVA/ICA (2018)
Pierre Ablin, Jean-François Cardoso, Alexandre Gramfort
Faster ICA Under Orthogonal Constraint. ICASSP (2018)
Pierre Ablin, Jean-François Cardoso, Alexandre Gramfort
Faster Independent Component Analysis by Preconditioning With Hessian Approximations. IEEE Trans. Signal Process. 66 (15) (2018)
Jair Montoya-Martínez, Jean-François Cardoso, Alexandre Gramfort
Caveats with Stochastic Gradient and Maximum Likelihood Based ICA for EEG. LVA/ICA (2017)
Jean-François Cardoso
On Extracting the Cosmic Microwave Background from Multi-channel Measurements. LVA/ICA (2017)
Dana Lahat, Jean-François Cardoso, Hagit Messer
Blind Separation of Multi-Dimensional Components via Subspace Decomposition: Performance Analysis. IEEE Trans. Signal Process. 62 (11) (2014)
Dana Lahat, Jean-François Cardoso, Hagit Messer
Second-Order Multidimensional ICA: Performance Analysis. IEEE Trans. Signal Process. 60 (9) (2012)
Dana Lahat, Jean-François Cardoso, Hagit Messer
Joint Block Diagonalization Algorithms for Optimal Separation of Multidimensional Components. LVA/ICA (2012)
Dana Lahat, Jean-François Cardoso, Hagit Messer
Identifiability of second-order multidimensional ICA. EUSIPCO (2012)
Dana Lahat, Jean-François Cardoso, Maude Le Jeune, Hagit Messer
Multidimensional ICA and its performance analysis applied to CMB observations. ICASSP (2011)
Jean-François Cardoso
Precision cosmology with the cosmic microwave background. IEEE Signal Process. Mag. 27 (1) (2010)
Dana Lahat, Jean-François Cardoso, Hagit Messer
Optimal Performance of Second-Order Multidimensional ICA. ICA (2009)
Tülay Adali, Hualiang Li, Mike Novey, Jean-François Cardoso
Complex ICA Using Nonlinear Functions. IEEE Trans. Signal Process. 56 (9) (2008)
Jean-François Cardoso, Maude Le Jeune, Jacques Delabrouille, Marc Betoule, Guillaume Patanchon
Component Separation With Flexible Models - Application to Multichannel Astrophysical Observations. IEEE J. Sel. Top. Signal Process. 2 (5) (2008)
Jean-François Cardoso, Maude Martin
A Flexible Component Model for Precision ICA. ICA (2007)
Lieven De Lathauwer, Joséphine Castaing, Jean-François Cardoso
Fourth-Order Cumulant-Based Blind Identification of Underdetermined Mixtures. IEEE Trans. Signal Process. 55 (6-2) (2007)
Jean-François Cardoso, Tülay Adali
The Maximum Likelihood Approach to Complex ICA. ICASSP (5) (2006)
Yassir Moudden, Jean-François Cardoso, Jean-Luc Starck, Jacques Delabrouille
Blind Component Separation in Wavelet Space: Application to CMB Analysis. EURASIP J. Adv. Signal Process. 2005 (15) (2005)
Guillaume Patanchon, Jacques Delabrouille, Jean-François Cardoso
Source Separation on Astrophysical Data Sets from the WMAP Satellite. ICA (2004)
Jean-François Cardoso, Dinh-Tuan Pham
Optimization Issues in Noisy Gaussian ICA. ICA (2004)
Jean-François Cardoso
Dependence, Correlation and Gaussianity in Independent Component Analysis. J. Mach. Learn. Res. 4 (2003)
Te-Won Lee, Jean-François Cardoso, Erkki Oja, Shun-ichi Amari
Introduction to Special Issue on Independent Components Analysis. J. Mach. Learn. Res. 4 (2003)
Jean-François Cardoso
Looking for components in the Universe's oldest data set. EUSIPCO (2002)
Jean-François Cardoso, Hichem Snoussi, Jacques Delabrouille
Blind separation of noisy Gaussian stationary sources. Application to cosmic microwave background imaging. EUSIPCO (2002)
Dinh-Tuan Pham, Jean-François Cardoso
Blind separation of instantaneous mixtures of nonstationary sources. IEEE Trans. Signal Process. 49 (9) (2001)
Jean-François Cardoso, Eric Moulines
In-variance of subspace based estimators. IEEE Trans. Signal Process. 48 (9) (2000)
Jean-François Cardoso
On the Stability of Source Separation Algorithms. J. VLSI Signal Process. 26 (1-2) (2000)
Jonathan Friedmann, Hagit Messer, Jean-François Cardoso
Robust parameter estimation of a deterministic signal in impulsive noise. IEEE Trans. Signal Process. 48 (4) (2000)
Jean-François Cardoso
High-Order Constrasts for Independent Component Analysis. Neural Comput. 11 (1) (1999)
Jean-François Cardoso
Multidimensional independent component analysis. ICASSP (1998)
Jean Pierre Delmas, Jean-François Cardoso
Asymptotic distributions associated to Oja's learning equation for neural networks. IEEE Trans. Neural Networks 9 (6) (1998)
Alfred O. Hero III, Hagit Messer, Janina Goldberg, David J. Thomson, Moeness G. Amin, Georgios B. Giannakis, Ananthram Swami, Jitendra K. Tugnait, Arye Nehorai, A. Lee Swindlehurst, Jean-François Cardoso, Lang Tong, Jeffrey L. Krolik
Highlights of statistical signal and array processing. IEEE Signal Process. Mag. 15 (5) (1998)
Jean Pierre Delmas, Jean-François Cardoso
Performance analysis of an adaptive algorithm for tracking dominant subspaces. IEEE Trans. Signal Process. 46 (11) (1998)
Jean-François Cardoso
Blind signal separation: statistical principles. Proc. IEEE 86 (9) (1998)
Adel Belouchrani, Karim Abed-Meraim, Jean-François Cardoso, Eric Moulines
A blind source separation technique using second-order statistics. IEEE Trans. Signal Process. 45 (2) (1997)
Jean-François Cardoso
Infomax and maximum likelihood for blind source separation. IEEE Signal Process. Lett. 4 (4) (1997)
Eric Moulines, Jean-François Cardoso, Elisabeth Gassiat
Maximum likelihood for blind separation and deconvolution of noisy signals using mixture models. ICASSP (1997)
Jean-François Cardoso
Estimating equations for source separation. ICASSP (1997)
Roxana Ojeda, Jean-François Cardoso, Eric Moulines
Asymptotically invariant Gaussianity test for causal invertible time series. ICASSP (1997)
Shun-ichi Amari, Jean-François Cardoso
Blind source separation-semiparametric statistical approach. IEEE Trans. Signal Process. 45 (11) (1997)
Karim Abed-Meraim, Jean-François Cardoso, Alexei Y. Gorokhov, Philippe Loubaton, Eric Moulines
On subspace methods for blind identification of single-input multiple-output FIR systems. IEEE Trans. Signal Process. 45 (1) (1997)
Jean-François Cardoso, Beate H. Laheld
Equivariant adaptive source separation. IEEE Trans. Signal Process. 44 (12) (1996)
Eric Moulines, Jean-François Cardoso, Alexei Gorokhov, Philippe Loubaton
Subspace methods for blind identification of SIMO-FIR systems. ICASSP (1996)
Jean-François Cardoso, Antoine Souloumiac
Jacobi Angles for Simultaneous Diagonalization. SIAM J. Matrix Anal. Appl. 17 (1) (1996)
Eric Moulines, Pierre Duhamel, Jean-François Cardoso, Sylvie Mayrargue
Subspace methods for the blind identification of multichannel FIR filters. IEEE Trans. Signal Process. 43 (2) (1995)
Jean-François Cardoso, Eric Moulines
Asymptotic performance analysis of direction-finding algorithms based on fourth-order cumulants. IEEE Trans. Signal Process. 43 (1) (1995)
Eric Moulines, Pierre Duhamel, Jean-François Cardoso, Sylvie Mayrargue
Subspace methods for the blind identification of multichannel FIR filters. ICASSP (4) (1994)
Karim Abed-Meraim, Adel Belouchrani, Jean-François Cardoso, Eric Moulines
Asymptotic performance of second order blind separation. ICASSP (4) (1994)
Jean-François Cardoso, Eric Moulines
A robustness property of DOA estimators based on covariance. IEEE Trans. Signal Process. 42 (11) (1994)
Jean-François Cardoso, Adel Belouchrani, Beate H. Laheld
A new composite criterion for adaptive and iterative blind source separation. ICASSP (4) (1994)
Jean-François Cardoso, Eric Moulines
Minimum constrast estimation with applications to array processing. ICASSP (4) (1993)
Eric Moulines, Jean-François Cardoso
Direction finding algorithms using fourth order statistics: asymptotic performance analysis. ICASSP (1992)
Jean-François Cardoso
Super-symmetric decomposition of the fourth-order cumulant tensor. Blind identification of more sources than sensors. ICASSP (1991)
Jean-François Cardoso
Eigen-structure of the fourth-order cumulant tensor with application to the blind source separation problem. ICASSP (1990)
Jean-François Cardoso
Source separation using higher order moments. ICASSP (1989)