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In this paper, we focus on the problem of minimizing a nonconvex function over the unit simplex. We analyze two well-known and widely used variants of the Frank--Wolfe algorithm and first prove glo...

First-order Methods for the Impatient: Support Identification in Finite Time with Convergent Frank--Wolfe Variants