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2022

Journal articles

M. Roald, C. Schenker, V. D. Calhoun, T. Adali, R. Bro, J. E. Cohen and E. A. Ataman

An AO-ADMM approach to constraining PARAFAC2 on all modes

SIAM Journal on Mathematics of Data Science 4 (2022): 1191-1222.
Status: Published

Talks, invited

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

Constrained Multi-Modal Data Mining Using Coupled Matrix and Tensor Factorizations

In SIAM Conference on Mathematics of Data Science, 2022.
Status: Published

Talks, contributed

M. Roald, C. Schenker, V. D. Calhoun, T. Adali, R. Bro, J. E. Cohen and E. A. Ataman

An AO-ADMM approach to constrained PARAFAC2

In Nordic AI Meet, 2022.
Status: Published
M. Roald, C. Schenker, R. Bro, J. E. Cohen and E. A. Ataman

Fully Constrained PARAFAC2 with AO-ADMM

In SIAM Conference on Parallel Processing for Scientific Computing, 2022.
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