A single random direction exploration step added to any base optimizer guarantees directional stationarity almost surely at accumulation points under local Lipschitz continuity and continuous directional derivatives.
SIAM Journal on Optimization , volume =
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Achieving Directional-Stationarity from a Single Random Direction Step
A single random direction exploration step added to any base optimizer guarantees directional stationarity almost surely at accumulation points under local Lipschitz continuity and continuous directional derivatives.