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cs.LG2020
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…
cs.LG2012★ 27 cited
Link Prediction via Generalized Coupled Tensor Factorisation
Beyza Ermiş, Evrim Acar, A. Taylan Cemgil
This study deals with the missing link prediction problem: the problem of predicting the existence of missing connections between entities of interest. We address link prediction u…