Complexity Issues and Randomization Strategies in Frank-Wolfe Algorithms for Machine Learning

Emanuele Frandi, Ricardo Nanculef, Johan Suykens

Frank-Wolfe algorithms for convex minimization have recently gained considerable attention from the Optimization and Machine Learning communities, as their properties make them a s…