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2021

Journal articles

C. Schenker, J. E. Cohen and E. A. Ataman

A Flexible Optimization Framework for Regularized Matrix-Tensor Factorizations with Linear Couplings

IEEE Journal of Selected Topics in Signal Processing 15, no. 3 (2021): 506-521.
Status: Published

Proceedings, refereed

M. Roald, C. Schenker, J. E. Cohen and E. A. Ataman

PARAFAC2 AO-ADMM: Constraints in all modes

In 2021 29th European Signal Processing Conference (EUSIPCO). IEEE, 2021.
Status: Published

Posters

C. Schenker, J. E. Cohen and E. A. Ataman

An Optimization Framework for Regularized Linearly Coupled Matrix-Tensor Factorization

2020 28th European Signal Processing Conference (EUSIPCO), Amsterdam, Netherlands, 2021.
Status: Published

Talks, invited

C. Schenker, J. E. Cohen and E. A. Ataman

A Flexible Optimization Framework for Regularized Linearly Coupled Matrix-Tensor Factorizations based on the Alternating Direction Method of Multipliers

In Europt21, 18th Workshop on Advances in Continuous Optimization, 2021.
Status: Published
C. Schenker, J. Cohen and E. A. Ataman

An Optimization Framework for Regularized Linearly Coupled Matrix-Tensor Factorization

In SIAM Conference on Applied Linear Algebra (LA21), 2021.
Status: Published

Talks, contributed

M. Roald, C. Schenker, J. E. Cohen and E. A. Ataman

Tracing Dynamic Networks through Constrained Parafac2 Decomposition

In SIAM Conference on Applied Linear Algebra (LA21), Virtual Conference. SIAM, 2021.
Status: Published
C. Schenker, M. Roald, J. E. Cohen and E. A. Ataman

A Flexible Optimization Framework for Regularized Matrix-Tensor Factorizations with Linear Couplings

In Asilomar Conference on Signals, Systems, and Computers, 2021.
Status: Published