Source separation using higher order moments. - Jean-François Cardoso (ICASSP, 1989)

Eigen-structure of the fourth-order cumulant tensor with application to the blind source separation problem. - Jean-François Cardoso (ICASSP, 1990)

Super-symmetric decomposition of the fourth-order cumulant tensor. Blind identification of more sources than sensors. - Jean-François Cardoso (ICASSP, 1991)

Direction finding algorithms using fourth order statistics: asymptotic performance analysis. - Eric Moulines; Jean-François Cardoso (ICASSP, 1992)

Minimum constrast estimation with applications to array processing. - Jean-François Cardoso; Eric Moulines (ICASSP (4), 1993)

Asymptotic performance of second order blind separation. - Karim Abed-Meraim; Adel Belouchrani; Jean-François Cardoso; Eric Moulines (ICASSP (4), 1994)

A new composite criterion for adaptive and iterative blind source separation. - Jean-François Cardoso; Adel Belouchrani; Beate H. Laheld (ICASSP (4), 1994)

A robustness property of DOA estimators based on covariance. - Jean-François Cardoso; Eric Moulines (IEEE Trans. Signal Process., 1994)

Asymptotic performance analysis of direction-finding algorithms based on fourth-order cumulants. - Jean-François Cardoso; Eric Moulines (IEEE Trans. Signal Process., 1995)

Subspace methods for the blind identification of multichannel FIR filters. - Eric Moulines; Pierre Duhamel; Jean-François Cardoso; Sylvie Mayrargue (IEEE Trans. Signal Process., 1995)

Subspace methods for blind identification of SIMO-FIR systems. - Eric Moulines; Jean-François Cardoso; Alexei Gorokhov; Philippe Loubaton (ICASSP, 1996)

Jacobi Angles for Simultaneous Diagonalization. - Jean-François Cardoso; Antoine Souloumiac (SIAM J. Matrix Anal. Appl., 1996)

Equivariant adaptive source separation. - Jean-François Cardoso; Beate H. Laheld (IEEE Trans. Signal Process., 1996)

Estimating equations for source separation. - Jean-François Cardoso (ICASSP, 1997)

Maximum likelihood for blind separation and deconvolution of noisy signals using mixture models. - Eric Moulines; Jean-François Cardoso; Elisabeth Gassiat (ICASSP, 1997)

Asymptotically invariant Gaussianity test for causal invertible time series. - Roxana Ojeda; Jean-François Cardoso; Eric Moulines (ICASSP, 1997)

Infomax and maximum likelihood for blind source separation. - Jean-François Cardoso (IEEE Signal Process. Lett., 1997)

On subspace methods for blind identification of single-input multiple-output FIR systems. - Karim Abed-Meraim; Jean-François Cardoso; Alexei Y. Gorokhov; Philippe Loubaton; Eric Moulines (IEEE Trans. Signal Process., 1997)

Blind source separation-semiparametric statistical approach. - Shun-ichi Amari; Jean-François Cardoso (IEEE Trans. Signal Process., 1997)

A blind source separation technique using second-order statistics. - Adel Belouchrani; Karim Abed-Meraim; Jean-François Cardoso; Eric Moulines (IEEE Trans. Signal Process., 1997)

Multidimensional independent component analysis. - Jean-François Cardoso (ICASSP, 1998)

Blind signal separation: statistical principles. - Jean-François Cardoso (Proc. IEEE, 1998)

Highlights of statistical signal and array processing. - 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 001; et al. (IEEE Signal Process. Mag., 1998)

Asymptotic distributions associated to Oja's learning equation for neural networks. - Jean Pierre Delmas; Jean-François Cardoso (IEEE Trans. Neural Networks, 1998)

Performance analysis of an adaptive algorithm for tracking dominant subspaces. - Jean Pierre Delmas; Jean-François Cardoso (IEEE Trans. Signal Process., 1998)

High-Order Constrasts for Independent Component Analysis. - Jean-François Cardoso (Neural Comput., 1999)

In-variance of subspace based estimators. - Jean-François Cardoso; Eric Moulines (IEEE Trans. Signal Process., 2000)

Robust parameter estimation of a deterministic signal in impulsive noise. - Jonathan Friedmann; Hagit Messer; Jean-François Cardoso (IEEE Trans. Signal Process., 2000)

On the Stability of Source Separation Algorithms. - Jean-François Cardoso (J. VLSI Signal Process., 2000)

Blind separation of instantaneous mixtures of nonstationary sources. - Dinh-Tuan Pham; Jean-François Cardoso (IEEE Trans. Signal Process., 2001)

Looking for components in the Universe's oldest data set. - Jean-François Cardoso (EUSIPCO, 2002)

Blind separation of noisy Gaussian stationary sources. Application to cosmic microwave background imaging. - Jean-François Cardoso; Hichem Snoussi; Jacques Delabrouille (EUSIPCO, 2002)

Dependence, Correlation and Gaussianity in Independent Component Analysis. - Jean-François Cardoso (J. Mach. Learn. Res., 2003)

Introduction to Special Issue on Independent Components Analysis. - Te-Won Lee; Jean-François Cardoso; Erkki Oja; Shun-ichi Amari (J. Mach. Learn. Res., 2003)

Optimization Issues in Noisy Gaussian ICA. - Jean-François Cardoso; Dinh-Tuan Pham (ICA, 2004)

Source Separation on Astrophysical Data Sets from the WMAP Satellite. - Guillaume Patanchon; Jacques Delabrouille; Jean-François Cardoso (ICA, 2004)

Blind Component Separation in Wavelet Space: Application to CMB Analysis. - Yassir Moudden; Jean-François Cardoso; Jean-Luc Starck; Jacques Delabrouille (EURASIP J. Adv. Signal Process., 2005)

The Maximum Likelihood Approach to Complex ICA. - Jean-François Cardoso; Tülay Adali (ICASSP (5), 2006)

A Flexible Component Model for Precision ICA. - Jean-François Cardoso; Maude Martin (ICA, 2007)

Fourth-Order Cumulant-Based Blind Identification of Underdetermined Mixtures. - Lieven De Lathauwer; Joséphine Castaing; Jean-François Cardoso (IEEE Trans. Signal Process., 2007)

Component Separation With Flexible Models - Application to Multichannel Astrophysical Observations. - Jean-François Cardoso; Maude Le Jeune; Jacques Delabrouille; Marc Betoule; Guillaume Patanchon (IEEE J. Sel. Top. Signal Process., 2008)

Complex ICA Using Nonlinear Functions. - Tülay Adali; Hualiang Li; Mike Novey; Jean-François Cardoso (IEEE Trans. Signal Process., 2008)

Optimal Performance of Second-Order Multidimensional ICA. - Dana Lahat; Jean-François Cardoso; Hagit Messer (ICA, 2009)

Precision cosmology with the cosmic microwave background. - Jean-François Cardoso (IEEE Signal Process. Mag., 2010)

Multidimensional ICA and its performance analysis applied to CMB observations. - Dana Lahat; Jean-François Cardoso; Maude Le Jeune; Hagit Messer (ICASSP, 2011)

Identifiability of second-order multidimensional ICA. - Dana Lahat; Jean-François Cardoso; Hagit Messer (EUSIPCO, 2012)

Joint Block Diagonalization Algorithms for Optimal Separation of Multidimensional Components. - Dana Lahat; Jean-François Cardoso; Hagit Messer (LVA/ICA, 2012)

Second-Order Multidimensional ICA: Performance Analysis. - Dana Lahat; Jean-François Cardoso; Hagit Messer (IEEE Trans. Signal Process., 2012)

Blind Separation of Multi-Dimensional Components via Subspace Decomposition: Performance Analysis. - Dana Lahat; Jean-François Cardoso; Hagit Messer (IEEE Trans. Signal Process., 2014)

On Extracting the Cosmic Microwave Background from Multi-channel Measurements. - Jean-François Cardoso (LVA/ICA, 2017)

Caveats with Stochastic Gradient and Maximum Likelihood Based ICA for EEG. - Jair Montoya-Martínez; Jean-François Cardoso; Alexandre Gramfort (LVA/ICA, 2017)

Accelerating Likelihood Optimization for ICA on Real Signals. - Pierre Ablin; Jean-François Cardoso; Alexandre Gramfort (LVA/ICA, 2018)

Faster ICA Under Orthogonal Constraint. - Pierre Ablin; Jean-François Cardoso; Alexandre Gramfort (ICASSP, 2018)

EM algorithms for ICA. - Pierre Ablin; Alexandre Gramfort; Jean-François Cardoso; Francis R. Bach (CoRR, 2018)

Faster Independent Component Analysis by Preconditioning With Hessian Approximations. - Pierre Ablin; Jean-François Cardoso; Alexandre Gramfort (IEEE Trans. Signal Process., 2018)

Stochastic algorithms with descent guarantees for ICA. - Pierre Ablin; Alexandre Gramfort; Jean-François Cardoso; Francis R. Bach (AISTATS, 2019)

Beyond Pham's algorithm for joint diagonalization. - Pierre Ablin; Jean-François Cardoso; Alexandre Gramfort (ESANN, 2019)

Independent component analysis in the light of Information Geometry. - Jean-François Cardoso (CoRR, 2022)