M. Zibulevsky, B. A. Pearlmutter, P. Bofill, and
P. Kisilev, "Blind Source Separation by Sparse Decomposition", chapter
in the book: S. J. Roberts, and R.M. Everson eds., Independent Component
Analysis: Principles and Practice, Cambridge, 2001.
gzipped ps file ,
pdf file
M. Zibulevsky,"Relative Newton and Smoothing Multiplier Optimization Methods for Blind Source Separation", chapter
in the book: S. Makino, T.W. Lee and H. Sawada eds.,
Blind Speech Separation, Springer Series: Signals and
Communication Technology XV, 2007
pdf file
R. Gribonval and M. Zibulevsky.
Sparse Component Analysis,
in Pierre Comon and Christian Jutten (Editors), Handbook of Blind Source Separation: Independent Component Analysis and
Applications, ELSEVIER 2010, pp.367-420
L. Dascal, M. Zibulevsky and R. Kimmel,
"Signal denoising by constraining the residual
to be statistically noise-similar", Technical Report, 2008
pdf file
Sarit Shwartz, Yoav Y. Schechner and Michael Zibulevsky (2008), Blind
separation of convolutive image
mixtures, To be published in Neurocomputing, Special issue on Advances
in Blind Signal Processing.
M. Elad, B. Matalon, and M. Zibulevsky, "Coordinate and Subspace
Optimization Methods for Linear
Least Squares with Non-Quadratic Regularization", Applied and
Computational Harmonic Analysis,
Vol. 23, pp. 346-367, November 2007.
pdf file
D. Model and M. Zibulevsky (October 2006), Learning Subject-Specic
Spatial and Temporal Filters
for Single-Trial EEG Classi/cation, NeuroImage, Vol 32, Issue 4, pp
1631-1641
pdf file
Model D. and Zibulevsky M. (2006), Signal Reconstruction in Sensor
Arrays using Sparse Representations, Signal Processing, Vol 86, Issue 3, pp 624-638
pdf file
Shwartz S., Zibulevsky M., and Schechner Y.Y. (2005), Fast kernel
entropy estimation and optimization,
Signal Processing, Vol 85, pp. 1045-1058
pdf file
Narkiss, G. and Zibulevsky, M. (2005).
"Sequential Subspace Optimization Method for Large-Scale Unconstrained Problems",
Tech. Report CCIT No 559,
EE Dept., Technion. pdf file
Narkiss, G. and Zibulevsky, M. (2005).
"Support Vector Machine via Sequential Subspace Optimization",
Tech. Report CCIT No 557,
EE Dept., Technion. pdf file
Zibulevsky, M. (2005).
"Blind Source Separation using Relative Newton Method combined with
Smoothing Method of Multipliers", Tech. Report CCIT No 556,
EE Dept, Technion. pdf file
A.M. Bronstein, M.M. Bronstein, M. Zibulevsky and Y.Y.Zeevi,
"Sparse ICA for blind separation of transmitted and reflected images",
Intl. Journal of Imaging Science and Technology (IJIST), Vol. 15/1, pp. 84-91, 2005.
A.M. Bronstein, M.M. Bronstein, M. Zibulevsky and Y.Y.Zeevi,
"Blind Deconvolution of Images using Optimal Sparse Representations",
IEEE Trans. on Image Processing, 14(6):726-736, June 2005.
pdf file
Alexey Polonsky, Michael Zibulevsky: MEG/EEG Source Localization Using Spatio-temporal Sparse Representations. ICA 2004: 1001-1008
pdf file
A. Bronstein, M. Bronstein and M. Zibulevsky (2003),
"Relative optimization for blind deconvolution", IEEE Trans. on Signal Processing, to appear.
pdf file
A. Bronstein, M. Bronstein and M. Zibulevsky (2003),
"Blind source separation using block-coordinate relative Newton method"
pdf file
P. Kisilev, M. Zibulevsky, Y.Y. Zeevi (2003).
"Multiscale framework for blind source separation",
JMLR, in press.
pdf file
Zibulevsky, M.
"Blind Source Separation with Relative Newton Method",
Proceedings ICA2003, pp. 897-902
Zibulevsky, M. and Pearlmutter, B.A. (2000).
"Second order blind source separation by recursive splitting of signal subspaces",
Proceedings ICA2000.
gzipped ps file
Bronstein M., Bronstein A. and Zibulevsky M. (2002).
``Iterative reconstruction in diffraction tomography using non-uniform FFT''
pdf file
Bronstein A., Bronstein M., Zibulevsky M. and Zeevi Y.Y. (2002).
``Optimal nonlinear estimation of photon coordinates in PET''
pdf file
M. Zibulevsky (2003).
"Smoothing Method of Multipliers for Sum-Max Problems"
gzipped ps file
Bofill P., Zibulevsky, M. (2001).
Underdetermined Blind Source Separation
using Sparse Representations, Signal Processing, Vol.81, No 11,
pp.2353-2362.
pdf file
M. Zibulevsky, Y.Y. Zeevi (2002).
"Extraction of a single source from multichannel data
using sparse decomposition", Neurocomputing 49, pp 163-173.
gzipped ps file
M. Zibulevsky, P. Kisilev, Y.Y. Zeevi, B.A. Pearlmutter (2000).
"Blind source separation via multinode sparse representation",
NIPS-2001,
gzipped ps file
Levkovitz R., Falikman D., Zibulevsky M., Ben-Tal A., Nemirovski A. (2001)
``The design and implementation of COSEM, an iterative algorithm for fully 3D
listmode data'', IEEE Trans. Med. Imaging, v. 20, #7, pp. 633-642
pdf file
Zibulevsky, M. and Pearlmutter, B.A. (2000).
"Recovering shape and distribution of delays of repetitive
responses in strong noise"
Technical Report CS00-1, Computer Science
Department, University of New Mexico.
gzipped ps file
Akaysha C. Tang, Barak A. Pearlmutter, and Michael Zibulevsky.
Blind source separation of neuromagnetic responses.
Computational Neuroscience 1999, proceedings published in
Neurocomputing. In press.
Mosheyev, L. and Zibulevsky, M. (2000). "Penalty/Barrier Multiplier
Algorithm for Semidefinite Programming", Optimization Methods and Software, vol.13, No 4, pp. 235-261.
pdf file , gzipped dvi file
Zibulevsky, M. (1998). "Pattern Recognition via Support Vector Machine
with Computationally Efficient Nonlinear Transform ".
gzipped ps
Zibulevsky, M. (1998). "ML Reconstruction of Dynamic Pet Images from
Projections and Clist ", Technical Report CS98-3, Computer Science Department,
University of New Mexico. gzip ps
Ben-Tal, A. and Zibulevsky, M. (1997). ``Penalty/Barrier Multiplier
Methods for Convex Programming Problems",SIAM Journal on Optimization v.
7 # 2, pp. 347-366, gzip ps
Zibulevsky M. (1996) Penalty/Barrier Multiplier Methods for Large-Scale
Nonlinear and Semidefinite Programming. Ph.D. Thesis. gzip
ps , gzip dvi
Kochvara, M., Zibulevsky, M. and Zowe, J. (1996). "Mechanical Design
Problems with Unilateral Contact", MAN - Mathematical Modeling and Numerical
Analysis, v.32, no 3, pp. 255-282
Akaysha C. Tang, Barak A. Pearlmutter, Michael Zibulevsky, Tim A. Hely,
and Michael Weisend.
An MEG study of response latency and variability in the human visual system
during a visual-motor integration task. In Advances in Neural Information
Processing Systems*99. Morgan Kaufmann, 2000, to appear.
Greig, D., Siegelman, H. and Zibulevsky, M., (1996). "A New Class
of Neural Network Activation Functions That Don't Saturate". Report.
gzipped ps file
Mosheyev, L. and Zibulevsky, M. (1996). "Penalty/Barrier Multiplier
Algorithm for Semidefinite Programming: Dual Bounds and Implementation".
Research Report #1/96} , Optimization Laboratory.
Zibulevsky M. (1995) "New Penalty/Barrier and Lagrange Multiplier Approach
for Semidefinite Programming". Research Report #5/95, Optimization Laboratory:
A. Ben-Tal, I. Yuzefovich, and M. Zibulevsky (1992). "Penalty/barrier multiplier methods for minimax and constrained smooth convex problems". Research Report 9/92, Optimization Laboratory, Faculty of Industrial Engineering and Management, Technion, Haifa, Israel.
Kuprienko, A. and Zibulevsky, M. (1987). " Efficient Data Transmission
over High-noised Telephone Channels", NIIASS, Kiev, USSR.