Rank regularization and Bayesian inference for tensor completion and extrapolation

Juan Andres Bazerque, Gonzalo Mateos, Georgios B. Giannakis

A novel regularizer of the PARAFAC decomposition factors capturing the tensor's rank is proposed in this paper, as the key enabler for completion of three-way data arrays with miss…