Dana Lahat
Dana Lahat
Post-doctoral researcher, IRIT, France
Verified email at irit.fr - Homepage
TitleCited byYear
Multimodal data fusion: an overview of methods, challenges, and prospects
D Lahat, T Adali, C Jutten
Proceedings of the IEEE 103 (9), 1449-1477, 2015
2782015
Second-order multidimensional ICA: Performance analysis
D Lahat, JF Cardoso, H Messer
IEEE Transactions on Signal Processing 60 (9), 4598-4610, 2012
442012
Challenges in multimodal data fusion
D Lahat, T Adalı, C Jutten
EUSIPCO, 2014
192014
Joint block diagonalization algorithms for optimal separation of multidimensional components
D Lahat, JF Cardoso, H Messer
International Conference on Latent Variable Analysis and Signal Separation …, 2012
182012
Joint independent subspace analysis using second-order statistics
D Lahat, C Jutten
IEEE Transactions on Signal Processing 64 (18), 4891-4904, 2015
172015
Blind Separation of Multidimensional Components via Subspace Decomposition: Performance Analysis
D Lahat, JF Cardoso, H Messer
IEEE Transactions on Signal Processing 62 (11), 2894-2905, 2014
112014
Joint independent subspace analysis: A quasi-Newton algorithm
D Lahat, C Jutten
International Conference on Latent Variable Analysis and Signal Separation …, 2015
102015
Joint blind source separation of multidimensional components: Model and algorithm
D Lahat, C Jutten
EUSIPCO, 2014
102014
Optimal performance of second-order multidimensional ICA
D Lahat, JF Cardoso, H Messer
International Conference on Independent Component Analysis and Signal …, 2009
82009
An alternative proof for the identifiability of independent vector analysis using second order statistics
D Lahat, C Jutten
Acoustics, Speech and Signal Processing (ICASSP), 2016 IEEE International …, 2016
72016
Identifiability of second-order multidimensional ICA
D Lahat, JF Cardoso, H Messer
2012 Proceedings of the 20th European Signal Processing Conference (EUSIPCO …, 2012
72012
Joint analysis of multiple datasets by cross-cumulant tensor (block) diagonalization
D Lahat, C Jutten
Sensor Array and Multichannel Signal Processing Workshop (SAM), 2016 IEEE, 1-5, 2016
52016
A generalization to Schur's lemma with an application to joint independent subspace analysis
D Lahat, C Jutten
52016
ICA of correlated sources mismodeled as uncorrelated: performance analysis
D Lahat, H Messer, JF Cardoso
2009 IEEE/SP 15th Workshop on Statistical Signal Processing, 489-492, 2009
32009
Joint independent subspace analysis: uniqueness and identifiability
D Lahat, C Jutten
IEEE Transactions on Signal Processing 67 (3), 684-699, 2018
22018
A new link between joint blind source separation using second order statistics and the canonical polyadic decomposition
D Lahat, C Jutten
International Conference on Latent Variable Analysis and Signal Separation …, 2018
22018
Joint independent subspace analysis by coupled block decomposition: Non-identifiable cases
D Lahat, C Jutten
2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018
22018
Schur's lemma for coupled reducibility and coupled normality
D Lahat, C Jutten, H Shapiro
SIAM Journal on Matrix Analysis and Applications 40 (3), 998-1021, 2019
12019
Second-order Multidimensional Independent Component Analysis: Theory and Methods
D Lahat
Tel Aviv University, 2012
12012
Multidimensional ICA and its performance analysis applied to CMB observations
D Lahat, JF Cardoso, M Le Jeune, H Messer
2011 IEEE International Conference on Acoustics, Speech and Signal …, 2011
12011
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