Composite Optimization with Indicator Functions: Stationary Duality and a Semismooth Newton Method

Penghe Zhang, Naihua Xiu, Houduo Qi

Indicator functions of taking values of zero or one are essential to numerous applications in machine learning and statistics. The corresponding primal optimization model has been…