640 citations · 1.4k across the 17 of their papers we have counts for
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cs.LG2022★ 7 cited
PARAFAC2-based Coupled Matrix and Tensor Factorizations
Carla Schenker, Xiulin Wang, Evrim Acar
Coupled matrix and tensor factorizations (CMTF) have emerged as an effective data fusion tool to jointly analyze data sets in the form of matrices and higher-order tensors. The PAR…
cs.LG2022★ 10 cited
Unsupervised EHR-based Phenotyping via Matrix and Tensor Decompositions
Florian Becker, Age K. Smilde, Evrim Acar
Computational phenotyping allows for unsupervised discovery of subgroups of patients as well as corresponding co-occurring medical conditions from electronic health records (EHR).…