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Joint block diagonalization algorithms for optimal separation of multidimensional components

 Dana Lahat , Jean-François Cardoso , Hagit Messer
Latent variable analysis and signal separation, Mar 2012, Tel Aviv, Israel. pp.155-162, ⟨10.1007/978-3-642-28551-6_20⟩
Communication dans un congrès istex hal-02286752v1
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Positive semidefinite matrix factorization: A link to phase retrieval and a block gradient algorithm

 Dana Lahat , Cédric Févotte
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 2020, Barcelona (virtual), Spain. ⟨10.1109/ICASSP40776.2020.9053938⟩
Communication dans un congrès hal-02875241v1

Tensor and coupled decompositions in block terms: uniqueness and irreducibility

 Dana Lahat , Christian Jutten
9th Conference ThRee-way Analysis In Chemistry And Psychology (TRICAP 2018 ), Jun 2018, Angel Fire, New Mexico, United States
Communication dans un congrès hal-04024260v1
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Multimodal Data Fusion: An Overview of Methods, Challenges and Prospects

 Dana Lahat , Tülay Adali , Christian Jutten
Proceedings of the IEEE, 2015, Multimodal Data Fusion, 103 (9), pp.1449-1477. ⟨10.1109/JPROC.2015.2460697⟩
Article dans une revue hal-01179853v1
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Challenges in Multimodal Data Fusion

 Dana Lahat , Tülay Adali , Christian Jutten
EUSIPCO 2014 - 22th European Signal Processing Conference, Sep 2014, Lisbonne, Portugal. pp.101-105
Communication dans un congrès hal-01062366v1

Blind Separation of Multidimensional Components via Subspace Decomposition: Performance Analysis

 Dana Lahat , Jean-François Cardoso , Hagit Messer
IEEE Transactions on Signal Processing, 2013
Article dans une revue hal-02286753v1
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An Alternative Proof for the Identifiability of Independent Vector Analysis Using Second Order Statistics

 Dana Lahat , Christian Jutten
ICASSP 2016 - 41st IEEE International Conference on Acoustics, Speech and Signal Processing, Mar 2016, Shanghai, China
Communication dans un congrès hal-01212027v2
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Joint Blind Source Separation of Multidimensional Components: Model and Algorithm

 Dana Lahat , Christian Jutten
EUSIPCO 2014 - 22th European Signal Processing Conference, Sep 2014, Lisbonne, Portugal. pp.1417-1421
Communication dans un congrès hal-01062354v1
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Positive Semidefinite Matrix Factorization Based on Truncated Wirtinger Flow

 Dana Lahat , Cédric Févotte
European Conference on Signal Processing (EUSIPCO), Jan 2021, Virtual Amsterdam, Netherlands
Communication dans un congrès hal-02886419v1
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Tensor and Coupled Decompositions in Block Terms: Uniqueness and Irreducibility

 Dana Lahat , Christian Jutten
SPARS 2019 - Workshop on Signal Processing with Adaptive Sparse Structured Representations, Jul 2019, Toulouse, France
Communication dans un congrès hal-02397453v1
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Schur's Lemma for Coupled Reducibility and Coupled Normality

 Dana Lahat , Christian Jutten , Helene Shapiro
SIAM Journal on Matrix Analysis and Applications, 2019, 40 (3), pp.998-1021. ⟨10.1137/18M1232462⟩
Article dans une revue hal-02305142v1
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A Generalization to Schur's Lemma with an Application to Joint Independent Subspace Analysis

 Dana Lahat , Christian Jutten
2016
Pré-publication, Document de travail hal-01247899v2
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Second-Order Multidimensional ICA: Performance Analysis

 Dana Lahat , Jean-François Cardoso , Hagit Messer
IEEE Transactions on Signal Processing, 2012, 60 (9), pp.4598-4610. ⟨10.1109/TSP.2012.2199985⟩
Article dans une revue hal-02286750v1
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Positive Semidefinite Matrix Factorization: A Connection with Phase Retrieval and Affine Rank Minimization

 Dana Lahat , Yanbin Lang , Vincent Tan , Cédric Févotte
IEEE Transactions on Signal Processing, 2021, 69, pp.3059-3074. ⟨10.1109/TSP.2021.3071293⟩
Article dans une revue hal-03431503v1
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Joint Analysis of Multiple Datasets by Cross-Cumulant Tensor (Block) Diagonalization

 Dana Lahat , Christian Jutten
SAM 2016 - 9th IEEE Sensor Array and Multichannel Signal Processing Workshop, Jul 2016, Rio de Janeiro, Brazil
Communication dans un congrès hal-01351209v1
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Joint Independent Subspace Analysis by Coupled Block Decomposition: Non-Identifiable Cases

 Dana Lahat , Christian Jutten
ICASSP 2018 - IEEE International Conference on Acoustics, Speech and Signal Processing, Apr 2018, Calgary, Canada. pp.2186-2190, ⟨10.1109/ICASSP.2018.8461358⟩
Communication dans un congrès hal-01884799v1
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A New Link Between Joint Blind Source Separation Using Second Order Statistics and the Canonical Polyadic Decomposition

 Dana Lahat , Christian Jutten
LVA/ICA 2018 - 14th International Conference on Latent Variable Analysis and Signal Separation, Jul 2018, Guildford, United Kingdom. pp.171--180
Communication dans un congrès hal-01884793v1
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Joint Independent Subspace Analysis: Uniqueness and Identifiability

 Dana Lahat , Christian Jutten
IEEE Transactions on Signal Processing, 2019, 67 (3), pp.684-699. ⟨10.1109/TSP.2018.2880714⟩
Article dans une revue hal-01911746v1
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Joint Independent Subspace Analysis: A Quasi-Newton Algorithm

 Dana Lahat , Christian Jutten
LVA/ICA 2015 - 12th International Conference on Latent Variable Analysis and Signal Separation, Aug 2015, Liberec, Czech Republic. pp.111-118, ⟨10.1007/978-3-319-22482-4_13⟩
Communication dans un congrès hal-01164651v1
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Joint Independent Subspace Analysis Using Second-Order Statistics

 Dana Lahat , Christian Jutten
IEEE Transactions on Signal Processing, 2016, 64 (18), pp.4891-4904. ⟨10.1109/TSP.2016.2526960⟩
Article dans une revue hal-01132297v5
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