PRISMA: PRoximal Iterative SMoothing Algorithm

Francesco Orabona, Andreas Argyriou, Nathan Srebro

Motivated by learning problems including max-norm regularized matrix completion and clustering, robust PCA and sparse inverse covariance selection, we propose a novel optimization…