Fast Algorithms for Sparse Reduced-Rank Regression

Benjamin Dubois, Jean-François Delmas, Guillaume Obozinski

Abstract: We consider a reformulation of Reduced-Rank Regression (RRR) and Sparse Reduced-Rank Regression (SRRR) as a non-convex non-differentiable function of a single of the two matrices usually introduced...