Sparse Recovery via Partial Regularization: Models, Theory and Algorithms

no code implementations • 23 Nov 2015 • Zhaosong Lu, Xiaorui Li

Moreover, for a class of partial regularizers, any global minimizer of these models is a sparsest solution to the linear system.