Conditional Gradient Methods for Convex Optimization with General Affine and Nonlinear Constraints

Guanghui Lan, Edwin Romeijn, Zhiqiang Zhou

Conditional gradient methods have attracted much attention in both machine learning and optimization communities recently. These simple methods can guarantee the generation of spar…