Limited Memory Kelley's Method Converges for Composite Convex and Submodular Objectives

Song Zhou, Swati Gupta, Madeleine Udell

Neural Information Processing Systems 

We introduce a limited memory version, L-FCFW, of the Fully-Corrective Frank-Wolfe ( FCFW) method with approximate correction, to solve the dual problem.