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Regarding papers already
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identical) to the published version.
Journal
Papers:
Yeredor, A.,
Blind
Source Separation via the Second Characteristic Function, Signal
Processing, vol. 80/5 pp.897-902 May 2000.
Yeredor, A.,
Blind
Separation of Gaussian Sources via Second-Order Statistics with
Asymptotically Optimal Weighting, IEEE Signal
Processing
Letters, vol. 7
no. 7 pp. 197-200, July 2000.
Yeredor, A.,
The Joint
MAP-ML Criterion
and its Relation to ML and to Extended Least-Squares, IEEE
Trans. on Signal
Processing, vol. 48 no. 12 pp. 3484-3492, December 2000.
Yeredor, A.,
The
Extended Least-Squares Criterion: Minimization Algorithms and
Applications, IEEE
Trans. on Signal
Processing, vol. 49 no. 1 pp. 74-86, January 2001.
Eldar, Y. C. and Yeredor,
A.,
Finite-Memory
Denoising in Impulsive Noise Using Gaussian Mixture
Models, IEEE
Trans. on Circuits and Systems II: Analog and Digital Signal
Processing, vol.
48 no. 11 pp. 1069-1077, November 2001.
Yeredor, A.,
Blind Channel
Estimation
Using First and Second Derivatives of the Characteristic Function,
IEEE
Signal Processing Letters, vol. 9 no. 3 pp. 100-103, March
2002.
Yeredor, A.,
Non-Orthogonal
Joint Diagonalization in the Least-Squares Sense with
Application in Blind Source Separation, IEEE Trans.
on Signal
Processing,
vol. 50 no. 7 pp. 1545-1553, July 2002.
Gannot, S. and
Yeredor, A.,
Noise
Cancellation with Static Mixtures of a Nonstationary Signal and
Stationary Noise, EURASIP
Journal on
Applied Signal Processing, special issue on Multiuser
Detection and
Blind
Estimation, vol. 2002, no. 12 pp. 1460-1472, December 2002.
Yeredor, A. and De
Moor, B.,
On
Homogeneous Least-Squares Problems and the Inconsistency Introduced
by
Mis-Constraining, Journal of Computational Statistics
and
Data Analysis,
vol. 47 no. 3 pp. 456-465, November 2004.
Yeredor, A.,
Multiple
Delays
Estimation
for Chirp Signals Using Structured Total Least Squares, Linear
Algebra and
its Applications: Special Issue on Linear Algebra in Signal
and Image
Processing, vol. 391C,
pp.261-286, November 2004.
Yeredor, A.,
On Using
Exact
Joint
Diagonalization for non-Iterative Approximate Joint Diagonalization,
IEEE
Signal Processing Letters, vol. 12 no.9, pp.645-648,
September 2005.
Eidinger, E. and
Yeredor, A.,
Blind
MIMO identification Using the Second
Characteristic Function, IEEE
Trans. on Signal Processing, vol. 53 no.11, pp.4067-4079,
November 2005.
Doron, E.,
Yeredor, A. and
Tichavskı, P.,
Cramér-Rao-Induced
Bound for Blind Separation of
Stationary Parametric
Gaussian Sources, IEEE Signal Processing Letters,
vol. 14, no.6,
pp.417-420, June 2007.
Tichavskı, P.,
Koldovsky,
Z., Yeredor, A., Gomez-Herrero G. and
Doron, E.,
A
Hybrid Technique for blind Separation of Non-Gaussian
and Time-Correlated
Sources using a Multicomponent Approach, IEEE
Trans. on
Neural Networks,
vol. 19 no. 3, pp. 421-430, March 2008.
Be'ery, E. and
Yeredor, A.,
Blind
Separation of Superimposed Shifted Images Using
Parameterized Joint
Diagonalization, IEEE Trans. on Image Processing,
vol. 17 no. 3, pp.
340-353, March 2008.
Wiesel, A.,
Eldar, Y. C. and
Yeredor, A.,
Linear
Regression with Gaussian Model Uncertainty:
Algorithms and Bounds, IEEE
Trans. on Signal Processing, vol. 56 no. 6, pp. 2194-2205,
June 2008.
Tichavskı, P. and
Yeredor, A.,
Fast
Approximate Joint Diagonalization Incorporating
Weight Matrices, IEEE
Trans. on Signal Processing, vol. 57 no. 3, pp. 878-891,
March 2009.
Yeredor, A.,
Blind
Separation of
Gaussian Sources with General Covariance Structures: Bounds and Optimal
Estimation, IEEE Trans. on Signal Processing,
vol.
58 no. 10, pp.
5057-5068, October 2010.
Yeredor, A. and
Angel, E.,
Joint
TDOA and FDOA Estimation: A Conditional Bound and its Use for
Optimally Weighted Localization, IEEE
Trans. on Signal Processing, vol. 59 no. 4, pp. 1612-1623,
April 2011.
Slapak, A. and
Yeredor, A.,
"Weighting for More": Enhancing Characteristic-Function
Based ICA with Asymptotically Optimal Weighting, Signal
Processing, vol. 91 no. 8, pp. 2016-2027, August 2011. Yeredor, A.,
Independent Component Analysis Over Galois Fields of Prime Order, IEEE Transactions on Information Theory, vol. 57 no. 8, pp. 5342-5359, August 2011. Yeredor, A.,
Performance Analysis of GEVD-Based Source Separation with Second Order Statistics, IEEE Trans. on Signal Processing,
vol.
59 no. 10, pp.
5077-5082, October 2011.
Yeredor, A.,
Performance Analysis of the Strong Uncorrelating Transformation in Blind Separation of Complex-Valued Sources, IEEE Transactions on Signal Processing, vol. 60 no. 1, pp. 478-453, January 2012.
Yeredor, A., Song, B., Roemer, F. and Haardt, M.,
A
"Sequentially Drilled" Joint Congruence (SeDJoCo) Transformation with
Applications in Blind Source Separation and Multi-User MIMO
Communication, IEEE Trans. on Signal Processing,
vol. 60 no. 6, pp. 2744-2757, June 2012.
Gutch, H.W., Gruber, P., Yeredor, A. and Theis, F.,
ICA Over Finite Fields: Separability and Algorithms, Signal
Processing, vol. 92 no. 8, pp. 1796-1808, August 2012. Yeredor, A.,
Multiple-snapshots
BSS with General Covariance Structures: A Partial Maximum Likelihood
Approach Involving Weighted Joint Diagonalization, Signal
Processing, vol. 92 no. 8, pp. 1832-1843, August 2012. Slapak, A. and
Yeredor, A.,
Charrelation and Charm: Generic Statistics incorporating Higher-Order Information, to appear in IEEE Trans. on Signal
Processing, 2012.
Books, book
chapters, lab manual:
Theis, F., Cichocki, A., Yeredor, A. and Zibulevsky, M. (Eds.):
Latent Variable Analysis and Signal Separation: Proceedings of the 10th international conference, LVA/ICA 2012, Tel-Aviv, Israel, March 12-15 2012, Springer's Lecture Notes on Computer Science (vol. LNCS7191), 2012.
Yeredor, A.,
The Extended
STLS Algorithm
for Minimizing the Extended LS Criterion, in Total Least
Squares and Errors
in Variables Modeling: Algorithms, Applications, Analysis (Editors: S. Van
Huffel and P.
Lemmerling), Kluwer Academic Publishers, pp.107-117, 2002.
Yeredor, A.,
Advanced Lab for Digital Signal Processing - Lab Manual (In Hebrew),
2002.
Gannot, S. and
Yeredor, A.,
The Kalman Filter and its Application to Speech
Processing, in Springer
Handbook of Speech Processing and Speech Communication
(Editors: J.
Benesty, Y. Huang and M. Sondhi),
Springer, pp.135-159, 2007.
Yeredor, A.,
Second-Order Methods Based
on Color, in Handbook
of Blind Source Separation, Independent Component
Analysis and Applications (Editors: P. Common and C. Jutten),
Academic Press, pp. 227-279, March 2010.
Conference
papers:
Eldar, Y. C. and
Yeredor, A.,
Optimal Estimation of a Gaussian Random-Variable in Gaussian-Mixture
Noise and
Associated Error Analysis - Proceedings of the IASTED International
Conference on Signal and Image
Processing (SIP'98), pp. 246-248, Las‑Vegas
October 1998.
Eldar, Y. C. and
Yeredor, A.,
Finite Memory Suboptimal Filtering of Gaussian Signals
in Correlated
Gaussian-Mixture Noise - Proceedings of the
IASTED
International Conference
on Signal and Image Processing (SIP'98), Las-Vegas, pp.
689-692, October
1998.
Yeredor, A. and
Weinstein, E.,
The
Extended Least Squares and the Joint
Maximum-A-Posteriori - Maximum
Likelihood Estimation Criteria - Proceedings of the
1999 IEEE
International
Conference on Acoustics, Speech and Signal Processing (ICASSP'99),
pp.
1813-1816, Phoenix, Arizona, March 1999.
Yeredor, A.,
Optimal
Diagonal Weighting
in Least Squares Estimation - Proceedings of the IASTED
International
Conference on Signal and Image Processing (SIP'99), Nassau,
The Bahamas,
October 1999.
Yeredor, A.,
A
Novel Approach for Blind Source Separation Based on the
Characteristic
Function - Proceedings
of The 1st IEEE
Sensor Array and
Multichannel Processing
Workshop (SAM'2000), pp. 365-369, Boston,
Massachusetts, March 2000.
Yeredor, A.,
Blind
Source Separation Using the Second Derivative of the Second
Characteristic
Function -
Proceedings of The 2000 IEEE International
Conference on Acoustics,
Speech and
Signal Processing (ICASSP'2000), pp.3136-3139, Istanbul,
Turkey,
June 2000.
Yeredor, A.,
Approximate
Joint
Diagonalization Using Non-Orthogonal Matrices - Proceedings
of The
International Workshop on Independent Component Analysis and Blind
Source
Separation (ICA2000), pp. 33-38, Helsinki,
Finland,
June 2000.
Yeredor, A.,
Blind Source
Separation based on
Second-Order
Statistics with Asymptotically Optimal Weighting -
Invited to a special session on Statistical and Array Signal Processing
at The
4th World
Multiconference on
Systemics, Cybernetics and Informatics (SCI2000), pp. 247-251,
July
2000.
Yeredor, A.,
Optimization of
a
Second-Order Statistics Blind Separation Algorithm for Gaussian Signals
-
Proceedings of The 10th European Conference on
Signal Processing
(EUSIPCO'2000), Tampere, Finland, September 2000.
Shereshevski,
Y., Yeredor,
A. and
Messer, H.,
Super-Efficiency
in Blind Signal Separation of Symmetric Heavy-Tailed
Sources -
Proceedings of The 2001 IEEE Workshop on
Statistical Signal Processing
(SSP2001), pp. 78-81, Singapore, Aug.
2001.
Yeredor, A.,
Blind Source
separation
with Pure Delays Mixture - Proceedings of
The 3rd
International
Workshop on Independent Component Analysis and Blind Source Separation
(ICA2001), San-Diego, December 2001.
Yeredor, A.,
Blind
System
Identification
Using the Empirical Characteristic Function’s Derivative -
Proceedings of
The 2002 IEEE International Conference on Acoustics, Speech and Signal
Processing (ICASSP'2002), Orlando, Florida, May 2002.
Yeredor, A. and
Doron, E.,
Using Farther Correlations to Further Improve the
Optimally-Weighted SOBI
Algorithm - Proceedings of The 11th
European Conference on
Signal Processing
(EUSIPCO 2002), Toulouse, France, September 2002.
Yeredor, A. and De
Moor, B.,
On Homogeneous Least-Squares Problems and the
Inconsistency Introduced by
Mis-Constraining - 3rd workshop of the
ERCIM Working Group on
Matrix Computations and Statistics, Neuchâtel, Switzerland,
November 2002.
Karako-Eilon,
S., Yeredor and
A., Mendlovic, D.,
Blind Source Separation Based on the Fractional Fourier
Transform -
Proceedings of The 4th
International Symposium
on Independent
Component Analysis and Blind Source Separation (ICA2003),
Nara,
Japan, April 2003.
Yeredor, A. ,
TV-SOBI: An
Expansion of
SOBI for Linearly Time-Varying Mixtures - Proceedings
of The 4th
International Symposium on Independent Component Analysis and Blind
Source
Separation (ICA2003), Nara,
Japan,
April
2003.
Yeredor, A.,
Time-delay
Estimation in
Mixtures - Proceedings
of The 2003 IEEE
International Conference on
Acoustics, Speech and Signal Processing (ICASSP'2003), April
2003.
Lomnitz, Y. and
Yeredor, A.,
Blind-ML
Scheme for Blind Source Separation -
Proceedings of The
2003 IEEE Workshop on Statistical Signal Processing (SSP2003),
St.
Louis, September 2003.
Smekhov, S. and
Yeredor, A.,
Optimization of JADE Using a Novel Optimally Weighted
Joint Diagonalization
Approach, Proceedings of The 12th European Conference on
Signal Processing
(EUSIPCO2004), Vienna, September 2004.
Doron, E. and
Yeredor, A.,
Asymptotically Optimal Blind Separation Of Parametric
Gaussian Sources -
Lecture Notes in Computer Science (LNCS 3195): Independent Component analysis and
Blind Source
Separation, 5th International Conference on ICA,
Granada, Spain,
Springer – Verlag, September 2004.
Eidinger, E. and
Yeredor, A.,
Blind MIMO Identification Using the Second
Characteristic Function -
Lecture Notes in Computer Science (LNCS 3195): Independent Component analysis and
Blind Source
Separation, 5th International Conference on ICA,
Granada, Spain, Springer
– Verlag, September 2004.
Yeredor, A.,
Ziehe, A. and
Müller, K.-R.,
Approximate Joint Diagonalization Using a
Natural-Gradient Approach -
Lecture Notes in Computer Science (LNCS 3195):
Independent Component
analysis and Blind Source
Separation, 5th International Conference on ICA,
Granada, Spain, Springer
– Verlag, September 2004.
Eidinger, E. and
Yeredor, A.,
Blind
Source Separation via the Second Characteristic
Function with
Asymptotically Optimal Weighting -
Proceedings of The 23rd IEEE
Convention of Electrical
& Electronics Engineers in
Israel (IEEEI2004), Herzliya, Israel,
September 2004.
Yachil, A. and
Yeredor, A.,
Blind
Deconvolution Based On The Generalized Characteristic Function
-
Proceedings of The 23rd
IEEE Convention of Electrical
&
Electronics Engineers in
Israel (IEEEI2004), Herzliya, Israel,
September 2004.
Yeredor, A.,
Blind
Source
Separation in
the Presence of Doppler Frequency Shifts - Proceedings
of The
2005
IEEE International Conference on Acoustics, Speech and Signal
Processing
(ICASSP'2005), Philadelphia, PA, USA, March 2005.
Lachover, B. and
Yeredor, A.,
Separation
of Polynomial Post Non-Linear Mixtures of
Discrete Sources -
Proceedings of The 2005 IEEE Workshop on
Statistical Signal Processing
(SSP2005), Bordeaux, France,
July 2005.
Yeredor, A.,
On
Approximate
Joint
``Biagonalization" - a Tool for Noisy Blind Source Separation
-
Proceedings of The 2005 IEEE Workshop on
Statistical Signal Processing
(SSP2005), Bordeaux, France, July 2005.
Weisman, T. and
Yeredor, A.,
Separation of Periodically Time-Varying Mixtures Using
Second-Order
Statistics - Lecture Notes in Computer Science (LNCS 3889):
Independent Component
analysis and Blind Source
Separation, 6th International Conference on ICA,
Charlston, SC, USA,
Springer – Verlag, March 2006.
Be'ery, E. and
Yeredor, A.,
Blind
Separation of Reflections with Relative Spatial
Shifts - Proceedings
of The 2006 IEEE International Conference on Acoustics,
Speech and Signal
Processing (ICASSP'2006), Toulouse, France, May 2006.
Yeredor, A.,
MUSIC using
Off-Origin
Hessians of the Second Characteristic Function - Proceedings
of The IEEE
Sensor Array and Multichannel Processing Workshop (SAM'2006),
Waltham,
Massachusetts, July 2006.
Tichavskı, P.,
Koldovskı,
Z., Doron, E., Yeredor, A. and
Gomez-Herrero, G.,
Blind Signal Separation by Combining Two ICA Algorithms: HOS-Based
EFICA and
Time Structure-Based WASOBI - Proceedings of The 2006
European Signal
Processing Conference (EUSIPCO'2006), Florence, Italy, May 2006.
Tichavskı, P.,
Doron, E.,
Yeredor, A. and
Nielsen, J.,
A Computationally Affordable Implementation of an Asymptotically
Optimal BSS
Algorithm for AR Sources -
Proceedings of The 2006 European Signal Processing Conference
(EUSIPCO'2006),
Florence, Italy, September 2006.
Berger, Y.,
Wool, A. and
Yeredor, A.,
Dictionary attacks using keyboard acoustic emanations - Proceedings of The
ACM Conference on Computer and Communications Security (CCS
2006),
pp.245-254, Alexandria, VA, USA, October 2006.
Yeredor, A.,
Yule-Walker
equations
applied to Hessians of the characteristic function for improved AR
estimation -
Proceedings of The 2007 IEEE International Conference on
Acoustics, Speech
and Signal Processing (ICASSP'2007), Honolulu, HI, USA, April 2007.
Yeredor, A.,
ICA in boolean XOR
mixtures - Lecture Notes in
Computer Science (LNCS 4666): Independent
Component analysis and Signal Separation, 7th
International
Conference on ICA, London,
UK,
Springer - Verlag, pp.827-835, September 2007.
Yeredor, A.,
Substituting
the cumulants
in the super-exponential blind equalization algorithm -
Proceedings of The
2008 IEEE International Conference on Acoustics, Speech and Signal
Processing
(ICASSP'2008), Las-Vegas, NE, USA, April 2008.
Tichavskı, P.,
Yeredor, A. and
Nielsen, J.
A
fast approximate joint diagonalization
algorithm
using a criterion with a
block-diagonal weight-matrix -
Proceedings of The 2008 IEEE International Conference on
Acoustics, Speech
and Signal Processing (ICASSP'2008), Las Vegas, NE, USA, April 2008.
Yeredor, A.
Multipath
mitigation in
spectrum estimation using $\ell_1$
minimization - Proceedings of The 2008 European Signal
Processing Conference
(EUSIPCO'2008), Lausanne, Switzerland, September 2008.
Tichavskı, P.,
Yeredor, A. and
Koldovsky, Z.
A
fast asymptotically efficient algorithm for blind separation of a
linear
mixture of block-wise stationary autoregressive processes -
Proceedings
of The
2009 IEEE International Conference on Acoustics, Speech and Signal
Processing
(ICASSP'2009), Taipeoi, Taiwan, April 2009.
Yeredor, A.
On the
consistency of
$\ell_1$-norm based AR parameters estimation in a sparse multipath
environment -
Proceedings of The 2009 IEEE International Conference on
Acoustics, Speech
and Signal Processing (ICASSP'2009), Taipei, Taiwan, April 2009.
Teplitsky, M. and
Yeredor, A.
TDOA
estimation for cyclostationary sources:
New
correlations-based bounds
and estimators -
Proceedings of The 2009 IEEE International Conference on
Acoustics, Speech
and Signal Processing (ICASSP'2009), Taipei, Taiwan, April 2009.
Yeredor, A.
On Optimal
Selection of
Correlation Matrices for Matrix-Pencil-Based Separation - Proceedings
of The
7th International Conference on ICA, Paraty, Brazil,
(ICA'2009), March 2009.
Yeredor, A.
On Hybrid
Exact-Approximate
Joint Diaginalization - Proceedings of The 3rd IEEE
workshop
on
Computational Advances in Multi-Channel Sensor Array Processing, (CAMSAP'2009),
Aruba, Dutch Antilles, December 2009.
Yeredor, A.
A
Signal-Specific Bound for
Joint TDOA and FDOA Estimation and Its Use in Combining Multiple
Segments - Proceedings of The 2010 IEEE International Conference on
Acoustics, Speech
and Signal Processing (ICASSP'2010), Dallas, TX, USA, March 2010.
Shiff, R. and
Yeredor, A.
Sparsity-Based Single-Channel Blind Separation of
Superimposed AR Processes
- Proceedings of The 2010 European Signal Processing
Conference
(EUSIPCO'2010), Aalborg, Denmark, August 2010.
Note: Winner of the
EUSIPCO'2010
Best Student Paper Award.
Slapak, A. and Yeredor, A.
Near-Optimal
Weighting in Characteristic-Function Based ICA - Proceedings
of The
2010 European Signal Processing Conference (EUSIPCO'2010), Aalborg, Denmark, August
2010.
Yeredor, A.
Empirical
Weighting for Blind Source Separation in a Multiple-Snapshots Scenario
-
Proceedings of The 2011 IEEE International
Conference on
Acoustics, Speech
and Signal Processing (ICASSP'2011), Prague, Czech Republic, May 2011.
Cohen, A. and
Yeredor, A.
On
the Use of Sparsity for Recovering Discrete Probability Distributions
From Their Moments - Proceedings of The
2011 IEEE Workshop on Statistical Signal Processing (SSP2011),
Nice, France, June 2011. Tichavskı, P.,
Yeredor, A. and
Koldovsky, Z.
On Computation of Approximate Joint Block-Diagonalization using Ordinary AJD - Lecture Notes in Computer Science (LNCS7191): The 10th International Conference on Latent Variable Analysis and Signal Separation (LVA/ICA2012), Tel-Aviv, Israel, Springer, March 2012. Slapak, A. and Yeredor, A.
Charrelation Matrix Based ICA - Lecture Notes in Computer Science (LNCS7191): The 10th International Conference on Latent Variable Analysis and Signal Separation (LVA/ICA2012), Tel-Aviv, Israel, Springer, March 2012.
Yeredor, A.
On the Separation Performance of the
Strong Uncorrelating Transformation When Applied to Generalized
Covariance and Pseudo-covariance Matrices - Lecture Notes in Computer Science (LNCS7191): The 10th International Conference on Latent Variable Analysis and Signal Separation (LVA/ICA2012), Tel-Aviv, Israel, Springer, March 2012. Yeredor, A.
Analysis of the Edge-Effects in Frequency-Domain TDOA Estimation
- Proceedings of The 2012 IEEE International
Conference on
Acoustics, Speech
and Signal Processing (ICASSP'2012), Kyoto, Japan, March 2012.
Yeredor, A.
Quantifying the Advantages of Joint Processing in TDOA Estimation - To be presented at The 7th IEEE Sensor Array
and Multichannel Signal Processing Workshop (SAM'2012), Hoboken, NJ, USA, June 2012.
Slapak, A. and Yeredor, A.
Charrelation-Based Estimation of the Parameters of Non-Gaussian Autoregressive Processes - To be presented at The 2012 IEEE Statistical Signal Processing Workshop (SSP'2012), Ann Arbor, MI, USA, August 2012.
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