Projection-Free Functional Constrained Optimization for Risk Aversion and Sparsity Control

Yi Cheng, Guanghui Lan, Saeed Masiha +1

We study projection-free methods for functional constrained optimization with convex or smooth nonconvex objectives. Such problems arise in applications such as portfolio optimizat…