FRAMES uses Moreau envelope smoothing with Frank-Wolfe steps for nonsmooth nonconvex problems, proving convergence rates under mild assumptions and highlighting a new gap relationship.
arXiv e-prints, 1901–10348 (2019) arXiv:1901.10348 [math.OC]
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Frank-Wolfe with Moreau Envelope Smoothing for Nonsmooth Nonconvex Problems
FRAMES uses Moreau envelope smoothing with Frank-Wolfe steps for nonsmooth nonconvex problems, proving convergence rates under mild assumptions and highlighting a new gap relationship.