“…The Frank-Wolfe algoithm has attracted interest recently due to its numerous computational advantages [16,17,18,19,20,21]. It maintains feasibility throughout execution while being projection-free, and minimizes a linear objective in each step; the latter yields sparse solutions for several interesting constraint sets, which often accelerates computation [20,22,21]. Therefore, distributing the Frank-Wolfe algorithm is very useful as it can solve this wide set of problems.…”