Morteza Boroun

Projection-Free Methods for Solving Nonconvex-Concave Saddle Point Problems

In this paper, we investigate a class of constrained saddle point (SP) problems where the objective function is nonconvex-concave and smooth. This class of problems has wide applicability in machine learning, including robust multi-class classification and dictionary learning. Several projection-bas…