A Flexible Optimization Framework for Regularized Matrix-Tensor Factorizations with Linear Couplings

Carla Schenker, Jeremy E. Cohen, Evrim Acar

Coupled matrix and tensor factorizations (CMTF) are frequently used to jointly analyze data from multiple sources, also called data fusion. However, different characteristics of da…