Almost-supermartingale versions of Olivier's theorem yield almost-sure rates ξ_n = o(1/θ_n) that produce new residual rates for stochastic proximal-point, Krasnosel'skiĭ–Mann, and gradient iterations.
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Almost Supermartingale Extensions of Olivier's Theorem
Almost-supermartingale versions of Olivier's theorem yield almost-sure rates ξ_n = o(1/θ_n) that produce new residual rates for stochastic proximal-point, Krasnosel'skiĭ–Mann, and gradient iterations.