Carla Schenker

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 11

Top Topics

Tensor Factorization

Risk Minimization

Singular Vectors

Top Venues

IEEE J. Sel. Top. Signal Process.

SIAM J. Math. Data Sci.

Publications

Christos Chatzis, Carla Schenker, Max Pfeffer, Evrim Acar
tPARAFAC2: Tracking evolving patterns in (incomplete) temporal data. CoRR (2024)
Carla Schenker, Xiulin Wang, David Horner, Morten A. Rasmussen, Evrim Acar
PARAFAC2-based Coupled Matrix and Tensor Factorizations with Constraints. CoRR (2024)
Carla Schenker, Xiulin Wang, Evrim Acar
Parafac2-Based Coupled Matrix and Tensor Factorizations. ICASSP (2023)
Marie Roald, Carla Schenker, Vince D. Calhoun, Tülay Adali, Rasmus Bro, Jeremy E. Cohen, Evrim Acar
An AO-ADMM Approach to Constraining PARAFAC2 on All Modes. SIAM J. Math. Data Sci. 4 (3) (2022)
Carla Schenker, Xiulin Wang, Evrim Acar
PARAFAC2-based Coupled Matrix and Tensor Factorizations. CoRR (2022)
Marie Roald, Carla Schenker, Jeremy E. Cohen, Evrim Acar
PARAFAC2 AO-ADMM: Constraints in all modes. CoRR (2021)
Marie Roald, Carla Schenker, Jeremy E. Cohen, Evrim Acar
PARAFAC2 AO-ADMM: Constraints in all modes. EUSIPCO (2021)
Marie Roald, Carla Schenker, Rasmus Bro, Jeremy E. Cohen, Evrim Acar
An AO-ADMM approach to constraining PARAFAC2 on all modes. CoRR (2021)
Carla Schenker, Jeremy E. Cohen, Evrim Acar
A Flexible Optimization Framework for Regularized Matrix-Tensor Factorizations With Linear Couplings. IEEE J. Sel. Top. Signal Process. 15 (3) (2021)
Carla Schenker, Jeremy E. Cohen, Evrim Acar
A Flexible Optimization Framework for Regularized Matrix-Tensor Factorizations with Linear Couplings. CoRR (2020)
Carla Schenker, Jeremy E. Cohen, Evrim Acar
An Optimization Framework for Regularized Linearly Coupled Matrix-Tensor Factorization. EUSIPCO (2020)