Tensor Robust Principal Component Analysis: Better recovery with atomic norm regularization

Derek Driggs, Stephen Becker, Jordan Boyd-Graber

This paper studies tensor-based Robust Principal Component Analysis (RPCA) using atomic-norm regularization. Given the superposition of a sparse and a low-rank tensor, we present c…