Global Convergence of Inexact Augmented Lagrangian Method for Zero-One Composite Optimization

Penghe Zhang, Naihua Xiu

We consider the problem of minimizing the sum of a smooth function and a composition of a zero-one loss function with a linear operator, namely zero-one composite optimization prob…