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Search results for biblio_type:Talks, invited
Filters: 1 is biblio_year:2019 and 2 is biblio_year:2021 and 3 is 8044 and 4 is biblio_type:Talks, contributed and 5 is biblio_type:Journal Article and 6 is biblio_type:Poster and Author is Jeremy E. Cohen  [Reset Search]
2022
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.
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.
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.
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.
2021
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.
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.
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.PDF icon sccoac20b.pdf (5.84 MB)
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.
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.
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.
2020
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.