Safe Subspace Screening for Nuclear Norm Regularized Least Squares Problems

Qiang Zhou, Qi Zhao

Abstract: Nuclear norm regularization has been shown very promising for pursing a low rank matrix solution in various machine learning problems. Many efforts have been devoted to develop efficient algorithms...