Jeremy Cohen
External collaborator
Publications
Simula-affiliated publications listed
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
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
SIAM Conference on Mathematics of Data Science
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
Nordic AI Meet
M. Roald, C. Schenker, R. Bro, J. E. Cohen and E. A. Ataman
Fully Constrained PARAFAC2 with AO-ADMM
SIAM Conference on Parallel Processing for Scientific Computing
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
Proceedings, refereed
M. Roald, C. Schenker, J. E. Cohen and E. A. Ataman
PARAFAC2 AO-ADMM: Constraints in all modes
2021 29th European Signal Processing Conference (EUSIPCO)
Posters
C. Schenker, J. E. Cohen and E. A. Ataman
An Optimization Framework for Regularized Linearly Coupled Matrix-Tensor Factorization
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
Europt21, 18th Workshop on Advances in Continuous Optimization
Talks, contributed
C. Schenker, M. Roald, J. E. Cohen and E. A. Ataman
A Flexible Optimization Framework for Regularized Matrix-Tensor Factorizations with Linear Couplings
Asilomar Conference on Signals, Systems, and Computers
M. Roald, C. Schenker, J. E. Cohen and E. A. Ataman
Tracing Dynamic Networks through Constrained Parafac2 Decomposition
SIAM Conference on Applied Linear Algebra (LA21), Virtual Conference
2020
Proceedings, refereed
C. Schenker, J. E. Cohen and E. A. Ataman
An Optimization Framework for RegularizedLinearly Coupled Matrix-Tensor Factorization
European Signal Processing Conference (EUSIPCO)