Volkan Cevher, Quoc Tran Dinh
We introduce an analysis framework for constructing optimal first-order primal-dual methods for the prototypical constrained convex optimization template. While this class of methods offers scalability advantages in obtaining numerical solutions, they have ...
Tech. Report. LIONS-EPFL (2015)2015