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An Iterative Bayesian Algorithm for Sparse Component Analysis in Presence of Noise

IEEE transactions on signal processing, 2009-11, Vol.57 (11), p.4378-4390

2009

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Corrections to "On the Stable Recovery of the Sparsest Overcomplete Representations in Presence of Noise" [Oct 10 5396-5400]

IEEE transactions on signal processing, 2011-04, Vol.59 (4), p.1913-1913

2011

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Approximated Cramér–Rao bound for estimating the mixing matrix in the two-sensor noisy Sparse Component Analysis (SCA)

Digital signal processing, 2013-05, Vol.23 (3), p.771-779

2013

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On the Error of Estimating the Sparsest Solution of Underdetermined Linear Systems

IEEE transactions on information theory, 2011-12, Vol.57 (12), p.7840-7855

2011

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Sparse Signal Recovery Using Iterative Proximal Projection

IEEE transactions on signal processing, 2018-02, Vol.66 (4), p.879-894

2018

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A Fast Approach for Overcomplete Sparse Decomposition Based on Smoothed \ell ^ Norm

IEEE transactions on signal processing, 2009-01, Vol.57 (1), p.289-301

2009

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On the Achievability of Cramér-Rao Bound in Noisy Compressed Sensing

IEEE transactions on signal processing, 2012-01, Vol.60 (1), p.518-526

2012

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On the Cramér-Rao Bound for Estimating the Mixing Matrix in Noisy Sparse Component Analysis

IEEE signal processing letters, 2008-01, Vol.15, p.609-612

2008

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Differential of the mutual information

IEEE signal processing letters, 2004-01, Vol.11 (1), p.48-51

2004

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Sparse decomposition of two dimensional signals

2009 IEEE International Conference on Acoustics, Speech and Signal Processing, 2009, p.3157-3160

2009

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A general approach for mutual information minimization and its application to blind source separation

Signal processing, 2005-05, Vol.85 (5), p.975-995

2005

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Three easy ways for separating nonlinear mixtures?

Signal processing, 2004-02, Vol.84 (2), p.217-229

2004

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Robust-SL0 for stable sparse representation in noisy settings

2009 IEEE International Conference on Acoustics, Speech and Signal Processing, 2009, p.3433-3436

2009

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Corrections to

IEEE transactions on signal processing, 2011-04, Vol.59 (4), p.1913-1913

2011

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Weighted sparse signal decomposition

2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2012, p.3425-3428

2012

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Approximated CrameraRao bound for estimating the mixing matrix in the two-sensor noisy Sparse Component Analysis (SCA)

Digital signal processing, 2013-05, Vol.23 (3), p.771-779

2013

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Learning Overcomplete Dictionaries from Markovian Data

2018 IEEE 10th Sensor Array and Multichannel Signal Processing Workshop (SAM), 2018, p.218-222

2018

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A Geometric Approach for Separating Several Speech Signals

Independent Component Analysis and Blind Signal Separation, 2004, p.798-806

2004

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Filtering noisy ECG signals using the extended kalman filter based on a modified dynamic ECG model

Computers in Cardiology, 2005, 2005, p.1017-1020

2005

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Blind separation of bilinear mixtures using mutual information minimization

2009 IEEE International Workshop on Machine Learning for Signal Processing, 2009, p.1-6

2009

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Bayesian Pursuit algorithm for sparse representation

2009 IEEE International Conference on Acoustics, Speech and Signal Processing, 2009, p.1549-1552

2009

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Sparse Decomposition over non-full-rank dictionaries

2009 IEEE International Conference on Acoustics, Speech and Signal Processing, 2009, p.2953-2956

2009

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Blind Source Separation by Adaptive Estimation of Score Function Difference

Independent Component Analysis and Blind Signal Separation, 2004, p.9-17

2004

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A Fast Approach for Overcomplete Sparse Decomposition Based on Smoothed ell 0 Norm

IEEE transactions on signal processing, 2009-01, Vol.57 (1)

2009

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A Fast Approach for Overcomplete Sparse Decomposition Based on Smoothed [Formula Omitted] Norm

IEEE transactions on signal processing, 2009-01, Vol.57 (1), p.289

2009

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An Iterative Bayesian Algorithm for Sparse Component Analysis in Presence of Noise

Corrections to "On the Stable Recovery of the Sparsest Overcomplete Representations in Presence of Noise" [Oct 10 5396-5400]

Approximated Cramér–Rao bound for estimating the mixing matrix in the two-sensor noisy Sparse Component Analysis (SCA)

On the Error of Estimating the Sparsest Solution of Underdetermined Linear Systems

Sparse Signal Recovery Using Iterative Proximal Projection

A Fast Approach for Overcomplete Sparse Decomposition Based on Smoothed \ell ^ Norm

On the Achievability of Cramér-Rao Bound in Noisy Compressed Sensing

On the Cramér-Rao Bound for Estimating the Mixing Matrix in Noisy Sparse Component Analysis

Differential of the mutual information

Sparse decomposition of two dimensional signals

A general approach for mutual information minimization and its application to blind source separation

Three easy ways for separating nonlinear mixtures?

Robust-SL0 for stable sparse representation in noisy settings

Corrections to

Weighted sparse signal decomposition

Approximated CrameraRao bound for estimating the mixing matrix in the two-sensor noisy Sparse Component Analysis (SCA)

Learning Overcomplete Dictionaries from Markovian Data

A Geometric Approach for Separating Several Speech Signals

Filtering noisy ECG signals using the extended kalman filter based on a modified dynamic ECG model

Blind separation of bilinear mixtures using mutual information minimization

Bayesian Pursuit algorithm for sparse representation

Sparse Decomposition over non-full-rank dictionaries

Blind Source Separation by Adaptive Estimation of Score Function Difference

A Fast Approach for Overcomplete Sparse Decomposition Based on Smoothed ell 0 Norm

A Fast Approach for Overcomplete Sparse Decomposition Based on Smoothed [Formula Omitted] Norm

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