Volkan Cevher, Anastasios Kyrillidis, Quoc Tran Dinh
We propose a new proximal, path-following framework for a class of---possibly non-smooth---constrained convex problems. We consider settings where the non-smooth part is endowed with a proximity operator, and the constraint set is equipped with a self-conc ...
INFORMS2018
