Tsur Livney

Faster Projection-Free Augmented Lagrangian Methods via Weak Proximal Oracle

This paper considers a convex composite optimization problem with affine constraints, which includes problems that take the form of minimizing a smooth convex objective function over the intersection of (simple) convex sets, or regularized with multiple (simple) functions. Motivated by high-dimensio…