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Computational Mathematics and Mathematical Physics65(3), 591–602 (2025)

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Frank-Wolfe Algorithms for (L0, L1)-smooth functions

math.OC · 2025-10-18 · unverdicted · novelty 5.0 · 2 refs

Proposes (L0, L1)-Frank-Wolfe and adaptive variant claiming superior convergence rates for (L0, L1)-smooth objectives over classical Frank-Wolfe.

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  • Frank-Wolfe Algorithms for (L0, L1)-smooth functions math.OC · 2025-10-18 · unverdicted · none · ref 19 · 2 links

    Proposes (L0, L1)-Frank-Wolfe and adaptive variant claiming superior convergence rates for (L0, L1)-smooth objectives over classical Frank-Wolfe.