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2021

Talks, invited

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
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

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
2020

Proceedings, refereed

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

An Optimization Framework for RegularizedLinearly Coupled Matrix-Tensor Factorization

In European Signal Processing Conference (EUSIPCO). IEEE, 2020.
Status: Published
2019

Journal articles

E. A. Ataman, C. Schenker, Y. Levin-Schwartz, V. D. Calhoun and T. Adali

Unraveling Diagnostic Biomarkers of Schizophrenia Through Structure-Revealing Fusion of Multi-Modal Neuroimaging Data

Frontiers in Neuroscience 13 (2019).
Status: Published

Talks, invited

E. A. Ataman, C. Schenker, Y. Levin-Schwartz, V. D. Calhoun and T. Adali

Biomarker Discovery through Structure-Revealing Fusion of Multi-Modal Neuroimaging Data

In IEEE EMBC (Engineering in Medicine and Biology Conference), Berlin, Germany, 2019.
Status: Published