Jean-François Cardoso

61 papers A 1B 1Misc 11Journal 32Unranked 16
YearRankTypeTitle / Venue / Authors
2022 J jnl
Independent component analysis in the light of Information Geometry.
CoRR
Jean-François Cardoso
2019 B conf
Beyond Pham's algorithm for joint diagonalization.
ESANN
Pierre Ablin, Jean-François Cardoso, Alexandre Gramfort
2019 A conf
Stochastic algorithms with descent guarantees for ICA.
AISTATS
Pierre Ablin, Alexandre Gramfort, Jean-François Cardoso, Francis R. Bach
2018 — conf
Accelerating Likelihood Optimization for ICA on Real Signals.
LVA/ICA
Pierre Ablin, Jean-François Cardoso, Alexandre Gramfort
2018 J jnl
Accelerating likelihood optimization for ICA on real signals.
CoRR
Pierre Ablin, Jean-François Cardoso, Alexandre Gramfort
2018 J jnl
Beyond Pham's algorithm for joint diagonalization.
CoRR
Pierre Ablin, Jean-François Cardoso, Alexandre Gramfort
2018 J jnl
EM algorithms for ICA.
CoRR
Pierre Ablin, Alexandre Gramfort, Jean-François Cardoso, Francis R. Bach
2018 Misc conf
Faster ICA Under Orthogonal Constraint.
ICASSP
Pierre Ablin, Jean-François Cardoso, Alexandre Gramfort
2018 J jnl
Faster Independent Component Analysis by Preconditioning With Hessian Approximations.
IEEE Trans. Signal Process.
Pierre Ablin, Jean-François Cardoso, Alexandre Gramfort
2017 — conf
Caveats with Stochastic Gradient and Maximum Likelihood Based ICA for EEG.
LVA/ICA
Jair Montoya-Martínez, Jean-François Cardoso, Alexandre Gramfort
2017 — conf
On Extracting the Cosmic Microwave Background from Multi-channel Measurements.
LVA/ICA
Jean-François Cardoso
2014 J jnl
Blind Separation of Multi-Dimensional Components via Subspace Decomposition: Performance Analysis.
IEEE Trans. Signal Process.
Dana Lahat, Jean-François Cardoso, Hagit Messer
2012 — conf
Identifiability of second-order multidimensional ICA.
EUSIPCO
Dana Lahat, Jean-François Cardoso, Hagit Messer
2012 — conf
Joint Block Diagonalization Algorithms for Optimal Separation of Multidimensional Components.
LVA/ICA
Dana Lahat, Jean-François Cardoso, Hagit Messer
2012 J jnl
Second-Order Multidimensional ICA: Performance Analysis.
IEEE Trans. Signal Process.
Dana Lahat, Jean-François Cardoso, Hagit Messer
2011 Misc conf
Multidimensional ICA and its performance analysis applied to CMB observations.
ICASSP
Dana Lahat, Jean-François Cardoso, Maude Le Jeune, Hagit Messer
2010 J jnl
Precision cosmology with the cosmic microwave background.
IEEE Signal Process. Mag.
Jean-François Cardoso
2009 — conf
Optimal Performance of Second-Order Multidimensional ICA.
ICA
Dana Lahat, Jean-François Cardoso, Hagit Messer
2008 J jnl
Complex ICA Using Nonlinear Functions.
IEEE Trans. Signal Process.
Tülay Adali, Hualiang Li, Mike Novey, Jean-François Cardoso
2008 J jnl
Component Separation With Flexible Models - Application to Multichannel Astrophysical Observations.
IEEE J. Sel. Top. Signal Process.
Jean-François Cardoso, Maude Le Jeune, Jacques Delabrouille, Marc Betoule, Guillaume Patanchon
2007 — conf
A Flexible Component Model for Precision ICA.
ICA
Jean-François Cardoso, Maude Martin
2007 J jnl
Fourth-Order Cumulant-Based Blind Identification of Underdetermined Mixtures.
IEEE Trans. Signal Process.
Lieven De Lathauwer, Joséphine Castaing, Jean-François Cardoso
2006 — conf
The Maximum Likelihood Approach to Complex ICA.
ICASSP (5)
Jean-François Cardoso, Tülay Adali
2005 J jnl
Blind Component Separation in Wavelet Space: Application to CMB Analysis.
EURASIP J. Adv. Signal Process.
Yassir Moudden, Jean-François Cardoso, Jean-Luc Starck, Jacques Delabrouille
2004 — conf
Optimization Issues in Noisy Gaussian ICA.
ICA
Jean-François Cardoso, Dinh-Tuan Pham
2004 — conf
Source Separation on Astrophysical Data Sets from the WMAP Satellite.
ICA
Guillaume Patanchon, Jacques Delabrouille, Jean-François Cardoso
2003 J jnl
Dependence, Correlation and Gaussianity in Independent Component Analysis.
J. Mach. Learn. Res.
Jean-François Cardoso
2003 J jnl
Introduction to Special Issue on Independent Components Analysis.
J. Mach. Learn. Res.
Te-Won Lee, Jean-François Cardoso, Erkki Oja, Shun-ichi Amari
2002 — conf
Blind separation of noisy Gaussian stationary sources. Application to cosmic microwave background imaging.
EUSIPCO
Jean-François Cardoso, Hichem Snoussi, Jacques Delabrouille
2002 — conf
Looking for components in the Universe's oldest data set.
EUSIPCO
Jean-François Cardoso
2001 J jnl
Blind separation of instantaneous mixtures of nonstationary sources.
IEEE Trans. Signal Process.
Dinh-Tuan Pham, Jean-François Cardoso
2000 J jnl
In-variance of subspace based estimators.
IEEE Trans. Signal Process.
Jean-François Cardoso, Eric Moulines
2000 J jnl
On the Stability of Source Separation Algorithms.
J. VLSI Signal Process.
Jean-François Cardoso
2000 J jnl
Robust parameter estimation of a deterministic signal in impulsive noise.
IEEE Trans. Signal Process.
Jonathan Friedmann, Hagit Messer, Jean-François Cardoso
1999 J jnl
High-Order Constrasts for Independent Component Analysis.
Neural Comput.
Jean-François Cardoso
1998 J jnl
Asymptotic distributions associated to Oja's learning equation for neural networks.
IEEE Trans. Neural Networks
Jean Pierre Delmas, Jean-François Cardoso
1998 J jnl
Blind signal separation: statistical principles.
Proc. IEEE
Jean-François Cardoso
1998 J jnl
Highlights of statistical signal and array processing.
IEEE Signal Process. Mag.
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
1998 Misc conf
Multidimensional independent component analysis.
ICASSP
Jean-François Cardoso
1998 J jnl
Performance analysis of an adaptive algorithm for tracking dominant subspaces.
IEEE Trans. Signal Process.
Jean Pierre Delmas, Jean-François Cardoso
1997 J jnl
A blind source separation technique using second-order statistics.
IEEE Trans. Signal Process.
Adel Belouchrani, Karim Abed-Meraim, Jean-François Cardoso, Eric Moulines
1997 Misc conf
Asymptotically invariant Gaussianity test for causal invertible time series.
ICASSP
Roxana Ojeda, Jean-François Cardoso, Eric Moulines
1997 J jnl
Blind source separation-semiparametric statistical approach.
IEEE Trans. Signal Process.
Shun-ichi Amari, Jean-François Cardoso
1997 Misc conf
Estimating equations for source separation.
ICASSP
Jean-François Cardoso
1997 J jnl
Infomax and maximum likelihood for blind source separation.
IEEE Signal Process. Lett.
Jean-François Cardoso
1997 Misc conf
Maximum likelihood for blind separation and deconvolution of noisy signals using mixture models.
ICASSP
Eric Moulines, Jean-François Cardoso, Elisabeth Gassiat
1997 J jnl
On subspace methods for blind identification of single-input multiple-output FIR systems.
IEEE Trans. Signal Process.
Karim Abed-Meraim, Jean-François Cardoso, Alexei Y. Gorokhov, Philippe Loubaton, Eric Moulines
1996 J jnl
Equivariant adaptive source separation.
IEEE Trans. Signal Process.
Jean-François Cardoso, Beate H. Laheld
1996 J jnl
Jacobi Angles for Simultaneous Diagonalization.
SIAM J. Matrix Anal. Appl.
Jean-François Cardoso, Antoine Souloumiac
1996 Misc conf
Subspace methods for blind identification of SIMO-FIR systems.
ICASSP
Eric Moulines, Jean-François Cardoso, Alexei Gorokhov, Philippe Loubaton
1995 J jnl
Asymptotic performance analysis of direction-finding algorithms based on fourth-order cumulants.
IEEE Trans. Signal Process.
Jean-François Cardoso, Eric Moulines
1995 J jnl
Subspace methods for the blind identification of multichannel FIR filters.
IEEE Trans. Signal Process.
Eric Moulines, Pierre Duhamel, Jean-François Cardoso, Sylvie Mayrargue
1994 — conf
A new composite criterion for adaptive and iterative blind source separation.
ICASSP (4)
Jean-François Cardoso, Adel Belouchrani, Beate H. Laheld
1994 J jnl
A robustness property of DOA estimators based on covariance.
IEEE Trans. Signal Process.
Jean-François Cardoso, Eric Moulines
1994 — conf
Asymptotic performance of second order blind separation.
ICASSP (4)
Karim Abed-Meraim, Adel Belouchrani, Jean-François Cardoso, Eric Moulines
1994 — conf
Subspace methods for the blind identification of multichannel FIR filters.
ICASSP (4)
Eric Moulines, Pierre Duhamel, Jean-François Cardoso, Sylvie Mayrargue
1993 — conf
Minimum constrast estimation with applications to array processing.
ICASSP (4)
Jean-François Cardoso, Eric Moulines
1992 Misc conf
Direction finding algorithms using fourth order statistics: asymptotic performance analysis.
ICASSP
Eric Moulines, Jean-François Cardoso
1991 Misc conf
Super-symmetric decomposition of the fourth-order cumulant tensor. Blind identification of more sources than sensors.
ICASSP
Jean-François Cardoso
1990 Misc conf
Eigen-structure of the fourth-order cumulant tensor with application to the blind source separation problem.
ICASSP
Jean-François Cardoso
1989 Misc conf
Source separation using higher order moments.
ICASSP
Jean-François Cardoso