Jean-François Cardoso

CoRR, 2022

2019

Beyond Pham's algorithm for joint diagonalization.

[BibT_eX]

[DOI]

Proceedings of the 27th European Symposium on Artificial Neural Networks, 2019

Stochastic algorithms with descent guarantees for ICA.

[BibT_eX]

[DOI]

Francis R. Bach

Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

2018

Faster Independent Component Analysis by Preconditioning With Hessian Approximations.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2018

EM algorithms for ICA.

[BibT_eX]

[DOI]

Francis R. Bach

CoRR, 2018

Faster ICA Under Orthogonal Constraint.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Accelerating Likelihood Optimization for ICA on Real Signals.

[BibT_eX]

[DOI]

Proceedings of the Latent Variable Analysis and Signal Separation, 2018

2017

Caveats with Stochastic Gradient and Maximum Likelihood Based ICA for EEG.

[BibT_eX]

[DOI]

Jair Montoya-Martínez

Proceedings of the Latent Variable Analysis and Signal Separation, 2017

On Extracting the Cosmic Microwave Background from Multi-channel Measurements.

[BibT_eX]

[DOI]

Proceedings of the Latent Variable Analysis and Signal Separation, 2017

2014

Blind Separation of Multi-Dimensional Components via Subspace Decomposition: Performance Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2014

2012

Second-Order Multidimensional ICA: Performance Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2012

Joint Block Diagonalization Algorithms for Optimal Separation of Multidimensional Components.

[BibT_eX]

[DOI]

Proceedings of the Latent Variable Analysis and Signal Separation, 2012

Identifiability of second-order multidimensional ICA.

[BibT_eX]

[DOI]

Proceedings of the 20th European Signal Processing Conference, 2012

2011

Multidimensional ICA and its performance analysis applied to CMB observations.

[BibT_eX]

[DOI]

Maude Le Jeune

Proceedings of the IEEE International Conference on Acoustics, 2011

2010

Precision cosmology with the cosmic microwave background.

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., 2010

2009

Optimal Performance of Second-Order Multidimensional ICA.

[BibT_eX]

[DOI]

Proceedings of the Independent Component Analysis and Signal Separation, 2009

2008

Complex ICA Using Nonlinear Functions.

[BibT_eX]

[DOI]

Tülay Adali

Hualiang Li

Mike Novey

IEEE Trans. Signal Process., 2008

Component Separation With Flexible Models - Application to Multichannel Astrophysical Observations.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., 2008

2007

Fourth-Order Cumulant-Based Blind Identification of Underdetermined Mixtures.

[BibT_eX]

[DOI]

Lieven De Lathauwer

Joséphine Castaing

IEEE Trans. Signal Process., 2007

A Flexible Component Model for Precision ICA.

[BibT_eX]

[DOI]

Maude Martin

Proceedings of the Independent Component Analysis and Signal Separation, 2007

2006

The Maximum Likelihood Approach to Complex ICA.

[BibT_eX]

[DOI]

Tülay Adali

Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

2005

Blind Component Separation in Wavelet Space: Application to CMB Analysis.

[BibT_eX]

[DOI]

Yassir Moudden

Jean-Luc Starck

Jacques Delabrouille

EURASIP J. Adv. Signal Process., 2005

2004

Source Separation on Astrophysical Data Sets from the WMAP Satellite.

[BibT_eX]

[DOI]

Guillaume Patanchon

Jacques Delabrouille

Proceedings of the Independent Component Analysis and Blind Signal Separation, 2004

Optimization Issues in Noisy Gaussian ICA.

[BibT_eX]

[DOI]

Dinh-Tuan Pham

Proceedings of the Independent Component Analysis and Blind Signal Separation, 2004

2003

Introduction to Special Issue on Independent Components Analysis.

[BibT_eX]

[DOI]

Te-Won Lee

Erkki Oja

Shun-ichi Amari

J. Mach. Learn. Res., 2003

Dependence, Correlation and Gaussianity in Independent Component Analysis.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2003

2002

Blind separation of noisy Gaussian stationary sources. Application to cosmic microwave background imaging.

[BibT_eX]

[DOI]

Hichem Snoussi

Jacques Delabrouille

Proceedings of the 11th European Signal Processing Conference, 2002

Looking for components in the Universe's oldest data set.

[BibT_eX]

[DOI]

Proceedings of the 11th European Signal Processing Conference, 2002

2001

Blind separation of instantaneous mixtures of nonstationary sources.

[BibT_eX]

[DOI]

Dinh-Tuan Pham

IEEE Trans. Signal Process., 2001

2000

On the Stability of Source Separation Algorithms.

[BibT_eX]

[DOI]

J. VLSI Signal Process., 2000

Robust parameter estimation of a deterministic signal in impulsive noise.

[BibT_eX]

[DOI]

Jonathan Friedmann

IEEE Trans. Signal Process., 2000

In-variance of subspace based estimators.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2000

1999

High-Order Constrasts for Independent Component Analysis.

[BibT_eX]

[DOI]

Neural Comput., 1999

1998

Performance analysis of an adaptive algorithm for tracking dominant subspaces.

[BibT_eX]

[DOI]

Jean Pierre Delmas

IEEE Trans. Signal Process., 1998

Asymptotic distributions associated to Oja's learning equation for neural networks.

[BibT_eX]

[DOI]

Jean Pierre Delmas

IEEE Trans. Neural Networks, 1998

Highlights of statistical signal and array processing.

[BibT_eX]

[DOI]

Georgios B. Giannakis

Lang Tong

Jeffrey L. Krolik

IEEE Signal Process. Mag., 1998

Blind signal separation: statistical principles.

[BibT_eX]

[DOI]

Proc. IEEE, 1998

Multidimensional independent component analysis.

[BibT_eX]

[DOI]

Proceedings of the 1998 IEEE International Conference on Acoustics, 1998

1997

A blind source separation technique using second-order statistics.

[BibT_eX]

[DOI]

Adel Belouchrani

Karim Abed-Meraim

IEEE Trans. Signal Process., 1997

Blind source separation-semiparametric statistical approach.

[BibT_eX]

[DOI]

Shun-ichi Amari

IEEE Trans. Signal Process., 1997

On subspace methods for blind identification of single-input multiple-output FIR systems.

[BibT_eX]

[DOI]

Karim Abed-Meraim

Alexei Y. Gorokhov

Philippe Loubaton

IEEE Trans. Signal Process., 1997

Infomax and maximum likelihood for blind source separation.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 1997

Asymptotically invariant Gaussianity test for causal invertible time series.

[BibT_eX]

[DOI]

Roxana Ojeda

Proceedings of the 1997 IEEE International Conference on Acoustics, 1997

Maximum likelihood for blind separation and deconvolution of noisy signals using mixture models.

[BibT_eX]

[DOI]

Elisabeth Gassiat

Proceedings of the 1997 IEEE International Conference on Acoustics, 1997

Estimating equations for source separation.

[BibT_eX]

[DOI]

Proceedings of the 1997 IEEE International Conference on Acoustics, 1997

1996

Equivariant adaptive source separation.

[BibT_eX]

[DOI]

Beate H. Laheld

IEEE Trans. Signal Process., 1996

Jacobi Angles for Simultaneous Diagonalization.

[BibT_eX]

[DOI]

Antoine Souloumiac

SIAM J. Matrix Anal. Appl., 1996

Subspace methods for blind identification of SIMO-FIR systems.

[BibT_eX]

[DOI]

Alexei Gorokhov

Philippe Loubaton

Proceedings of the 1996 IEEE International Conference on Acoustics, 1996

1995

Subspace methods for the blind identification of multichannel FIR filters.

[BibT_eX]

[DOI]

Pierre Duhamel

Sylvie Mayrargue

IEEE Trans. Signal Process., 1995

Asymptotic performance analysis of direction-finding algorithms based on fourth-order cumulants.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 1995

1994

A robustness property of DOA estimators based on covariance.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 1994

A new composite criterion for adaptive and iterative blind source separation.

[BibT_eX]

[DOI]

Adel Belouchrani

Beate H. Laheld

Proceedings of ICASSP '94: IEEE International Conference on Acoustics, 1994

Asymptotic performance of second order blind separation.

[BibT_eX]

[DOI]

Karim Abed-Meraim

Adel Belouchrani

Proceedings of ICASSP '94: IEEE International Conference on Acoustics, 1994

1993

Minimum constrast estimation with applications to array processing.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 1993

1992

Direction finding algorithms using fourth order statistics: asymptotic performance analysis.

[BibT_eX]

[DOI]

Proceedings of the 1992 IEEE International Conference on Acoustics, 1992

1991

Super-symmetric decomposition of the fourth-order cumulant tensor. Blind identification of more sources than sensors.

[BibT_eX]

[DOI]

Proceedings of the 1991 International Conference on Acoustics, 1991

1990

Eigen-structure of the fourth-order cumulant tensor with application to the blind source separation problem.

[BibT_eX]

[DOI]

Proceedings of the 1990 International Conference on Acoustics, 1990

1989

Source separation using higher order moments.

[BibT_eX]

[DOI]