Boosted Stochastic Frank-Wolfe for Constrained Nonconvex Optimization

Navil Nandhan, Abbas Khademi, Antonio Silveti-Falls

The boosted Frank-Wolfe algorithm accelerates the classical Frank-Wolfe algorithm by better aligning the update direction with the negative gradient. Its analysis, however, has bee…