Sparse Approximations with Interior Point Methods

Valentina De Simone, Daniela di Serafino, Jacek Gondzio +2

Large-scale optimization problems that seek sparse solutions have become ubiquitous. They are routinely solved with various specialized first-order methods. Although such methods a…