Mikael Sørensen

Publication Activity (10 Years)

Years Active: 2008-2023
Publications (10 Years): 23

Top Topics

Blind Signal Separation

Shift Invariance

Tensor Decomposition

Top Venues

IEEE Trans. Signal Process.

SIAM J. Matrix Anal. Appl.

Publications

Stijn Hendrikx, Mikael Sørensen, Lieven De Lathauwer
. SSP (2023)
Mikael Sørensen, Nicholas D. Sidiropoulos
Radio-Astronomy Imaging and Interference Excision Using Tensor Decomposition and Canonical Correlation Analysis. ICASSP (2023)
Nicholas D. Sidiropoulos, Mikael Sørensen
Canonical Identification of Autoregressive Nonlinear Systems. IEEECONF (2022)
Mikael Sørensen, Nicholas D. Sidiropoulos, Ananthram Swami
Overlapping Community Detection via Semi-Binary Matrix Factorization: Identifiability and Algorithms. IEEE Trans. Signal Process. 70 (2022)
Mikael Sørensen, Nicholas D. Sidiropoulos
Identifiability Results for Nonuniform Linear and Rectangular Sensor Arrays. EUSIPCO (2022)
Mikael Sørensen, Charilaos I. Kanatsoulis, Nicholas D. Sidiropoulos
Generalized Canonical Correlation Analysis: A Subspace Intersection Approach. IEEE Trans. Signal Process. 69 (2021)
Zack W. Almquist, Tri Duc Nguyen, Mikael Sørensen, Xiao Fu, Nicholas D. Sidiropoulos
Uncovering migration systems through spatio-temporal tensor co-clustering. CoRR (2021)
Mikael Sørensen, Nicholas D. Sidiropoulos
Multi-Set Low-Rank Factorizations With Shared and Unshared Components. IEEE Trans. Signal Process. 68 (2020)
Mikael Sørensen, Charilaos I. Kanatsoulis, Nicholas D. Sidiropoulos
Generalized Canonical Correlation Analysis: A Subspace Intersection Approach. CoRR (2020)
Mikael Sørensen, Nikolaos D. Sidiropoulos
Joint Low-Rank Factorizations with Shared and Unshared Components: Identifiability and Algorithms. EUSIPCO (2019)
Mikael Sørensen, Nicholas D. Sidiropoulos, Lieven De Lathauwer
Canonical Polyadic Decomposition of a Tensor That Has Missing Fibers: A Monomial Factorization Approach. ICASSP (2019)
Mikael Sørensen, Lieven De Lathauwer
Fiber Sampling Approach to Canonical Polyadic Decomposition and Application to Tensor Completion. SIAM J. Matrix Anal. Appl. 40 (3) (2019)
Mikael Sørensen, Ignat Domanov, Lieven De Lathauwer
Coupled Canonical Polyadic Decompositions and Multiple Shift Invariance in Array Processing. IEEE Trans. Signal Process. 66 (14) (2018)
Mikael Sørensen, Lieven De Lathauwer
Multidimensional Harmonic Retrieval via Coupled Canonical Polyadic Decomposition - Part II: Algorithm and Multirate Sampling. IEEE Trans. Signal Process. 65 (2) (2017)
Mikael Sørensen, Lieven De Lathauwer
Multidimensional Harmonic Retrieval via Coupled Canonical Polyadic Decomposition - Part I: Model and Identifiability. IEEE Trans. Signal Process. 65 (2) (2017)
Frederik Van Eeghem, Mikael Sørensen, Lieven De Lathauwer
Tensor Decompositions With Several Block-Hankel Factors and Application in Blind System Identification. IEEE Trans. Signal Process. 65 (15) (2017)
Mikael Sørensen, Frederik Van Eeghem, Lieven De Lathauwer
Blind Multichannel Deconvolution and Convolutive Extensions of Canonical Polyadic and Block Term Decompositions. IEEE Trans. Signal Process. 65 (15) (2017)
Steven Delrue, Vladislav Aleshin, Mikael Sørensen, Lieven De Lathauwer
Simulation Study of the Localization of a Near-Surface Crack Using an Air-Coupled Ultrasonic Sensor Array. Sensors 17 (4) (2017)
Mikael Sørensen, Lieven De Lathauwer
Shift invariance, incomplete arrays and coupled CPD: A case study. SAM (2016)
Mikael Sørensen, Lieven De Lathauwer
Multiple Invariance ESPRIT for Nonuniform Linear Arrays: A Coupled Canonical Polyadic Decomposition Approach. IEEE Trans. Signal Process. 64 (14) (2016)
Mikael Sørensen, Ignat Domanov, Lieven De Lathauwer
, 1) Terms - Part II: Algorithms. SIAM J. Matrix Anal. Appl. 36 (3) (2015)
Mikael Sørensen, Lieven De Lathauwer
Terms - Part I: Uniqueness. SIAM J. Matrix Anal. Appl. 36 (2) (2015)
Mikael Sørensen, Lieven De Lathauwer
New Uniqueness Conditions for the Canonical Polyadic Decomposition of Third-Order Tensors. SIAM J. Matrix Anal. Appl. 36 (4) (2015)
Mikael Sørensen, Lieven De Lathauwer
Multidimensional ESPRIT: A coupled canonical polyadic decomposition approach. SAM (2014)
Mikael Sørensen, Lieven De Lathauwer
Coupled tensor decompositions for applications in array signal processing. CAMSAP (2013)
Mikael Sørensen, Lieven De Lathauwer
Blind Signal Separation via Tensor Decomposition With Vandermonde Factor: Canonical Polyadic Decomposition. IEEE Trans. Signal Process. 61 (22) (2013)
Mikael Sørensen, Lieven De Lathauwer
Tensor decompositions with Vandermonde factor and applications in signal processing. ACSCC (2012)
Mikael Sørensen, Lieven De Lathauwer, Pierre Comon, Sylvie Icart, Luc Deneire
Canonical Polyadic Decomposition with a Columnwise Orthonormal Factor Matrix. SIAM J. Matrix Anal. Appl. 33 (4) (2012)
Mikael Sørensen, Lieven De Lathauwer, Sylvie Icart, Luc Deneire
On Jacobi-type methods for blind equalization of paraunitary channels. Signal Process. 92 (3) (2012)
Mikael Sørensen, Lieven De Lathauwer
Tensor decompositions with block-Toeplitz structure and applications in signal processing. ACSCC (2011)
Mikael Sørensen, Lieven De Lathauwer, Luc Deneire
Parafac with orthogonality in one mode and applications in DS-CDMA systems. ICASSP (2010)
Pierre Comon, Mikael Sørensen, Elias P. Tsigaridas
Decomposing tensors with structured matrix factors reduces to rank-1 approximations. ICASSP (2010)
Mikael Sørensen, Pierre Comon, Sylvie Icart, Luc Deneire
PARAFAC2 Receivers for Orthogonal Space-Time Block Codes. ICC (2009)
Mikael Sørensen, Pierre Comon, Sylvie Icart, Luc Deneire
Approximate tensor diagonalization by invertible transforms. EUSIPCO (2009)
Mikael Sørensen, Lieven De Lathauwer, Luc Deneire
An efficient Jacobi-type algorithm for blind equalization of paraunitary channels. EUSIPCO (2009)
Mikael Sørensen, Sylvie Icart, Pierre Comon, Luc Deneire
Gradient based Approximate Joint Diagonalization by orthogonal transforms. EUSIPCO (2008)