Adapting Regularized Low Rank Models for Parallel Architectures

Derek Driggs, Stephen Becker, Aleksandr Aravkin

We introduce a reformulation of regularized low-rank recovery models to take advantage of GPU, multiple CPU, and hybridized architectures. Low-rank recovery often involves nuclear-…