Ricardo A. Borsoi

Variational Low-rank Tensor Decomposition for Multisubject Spatiotemporal Data Analysis

Laura M. Montaldo, Ricardo A. Borsoi, Sebastian Miron, Tulay Adali

Modeling shared and subject-specific structure in multisubject spatiotemporal data remains challenging, particularly in neuroimaging, where both spatial and temporal patterns exhibit rich variability across subjects. Existing matrix and tensor decompositions provide interpretable…Read more