De Lathauwer's publications with ETIS

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Recent publications may be found on the CNRS HAL archive.

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Publications in 2009

Journal papers

A Method to Avoid Diverging Components in the Candecomp/Parafac Model for Generic I x J x 2 Arrays   SD09.pdf
A. Stegeman, L. De Lathauwer
SIAM J. Matrix Anal. Appl., Volume 30, Number 4, page 1614--1638 - 2009
 
Publications in 2008

Journal papers

Dimensionality Reduction for Higher-Order Tensors: Algorithms and Applications  
M. Ishteva, L. De Lathauwer, P.-A. Absil, S. Van Huffel
Int. Journal of Pure and Applied Mathematics, Volume 42, Number 3, page 337--343 - 2008
A Block-Component Model Based Blind DS-CDMA Receiver   ND08a.pdf
D. Nion, L. De Lathauwer
IEEE Transactions on Signal Processing, Volume 56, Number 11, page 5567--5579 - Nov. 2008
Blind Deconvolution of DS-CDMA Signals by Means of Decomposition in Rank-(1,L,L) Terms   DD08.pdf
L. De Lathauwer, A. deBaynast
IEEE Trans. Signal Processing, Volume 56, Number 4, page 1562--1571 - april 2008
Blind Identification of Underdetermined Mixtures by Simultaneous Matrix Diagonalization   DC08.pdf
L. De Lathauwer, J. Castaing
IEEE Trans. Signal Processing, Volume 56, Number 3, page 1096--1105 - march 2008
Decompositions of a Higher-Order Tensor in Block Terms --- Part I: Lemmas for Partitioned Matrices   Del08e.pdf
L. De Lathauwer
SIAM J. Matrix Anal. Appl., Volume 30, Number 3, page 1022--1032 - 2008
Decompositions of a Higher-Order Tensor in Block Terms --- Part II: Definitions and Uniqueness   Del08f.pdf
L. De Lathauwer
SIAM J. Matrix Anal. Appl., Volume 30, Number 3, page 1033--1066 - 2008
Decompositions of a Higher-Order Tensor in Block Terms --- Part III: Alternating Least Squares Algorithms   DN08.pdf
L. De Lathauwer, D. Nion
SIAM J. Matrix Anal. Appl., Volume 30, Number 3, page 1067--1083 - 2008
An Enhanced Line Search Scheme for Complex-Valued Tensor Decompositions. Application in DS-CDMA   SIGPRO3317.pdf
D. Nion, L. De Lathauwer
Signal Processing, Volume 88, Number 3, page 749--755 - 2008

Conference papers

The Best Rank-$(R_1,R_2,R_3)$ Approximation of Tensors by Means of a Geometric Newton Method  
M. Ishteva, L. De Lathauwer, P.-A. Absil, S. Van Huffel
Proc. Sixth International Conference of Numerical Analysis and Applied Mathematics (ICNAAM 2008), page 274--277 - Sept. 16--20 2008
Algorithm for Imposing SOBI-Type Constraints on the CP Model  
M. Devos, L. De Lathauwer, S. Van Huffel
Proc. 2008 IEEE Int. Symp. on Circuits and Systems (ISCAS 2008) - May 18--21 2008
Canonical Decomposition of Even Higher Order Cumulant Arrays for Blind Underdetermined Mixture Identification  
A. Karfoul, L. Albera, L. De Lathauwer
Proc. Fifth IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM 2008) - July 21--23 2008
Swamp Reducing Technique For Tensor Decomposition  
C. Navasca, L. De Lathauwer, S. Kindermann
Proc. 16th European Signal Processing Conference (EUSIPCO 2008) - Aug. 25--29 2008

Invited papers

Tensor Decompositions and Signal Processing  
L. De Lathauwer
OffProceedings - July 21--25 2008
Harmonic Analysis, Parallel Factor Analysis, and a Theorem by Sylvester  
L. De Lathauwer
OffProceedings - July 7--11 2008
Harmonic Analysis, Parallel Factor Analysis, and a Theorem by Sylvester  
L. De Lathauwer
OffProceedings - July 21--25 2008
Higher-Order Tensors: Best Rank-(R_1,R_2, ldots,R_N) Approximation Algorithms  
M. Ishteva, L. De Lathauwer, P.-A. Absil, S. Van Huffel
OffProceedings - May 10--13 2008
Multilinear Generalizations of the Singular Value Decomposition  
L. De Lathauwer
OffProceedings - Feb. 29 2008
Tensor Decompositions: an Overview  
L. De Lathauwer
OffProceedings - Jan 25--26 2008
Multilinear Algebra Based Fitting of a Sum of Exponentials to Oversampled Data  
L. De Lathauwer, J.-M. Papy, S. Van Huffel
OffProceedings - July 7--11 2008

Display the complete list (125 publications)
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