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math.OC2026
Mini-Batch Stochastic Krasnosel'ski\uı-Mann Algorithm for Nonexpansive Fixed Point Problems
Hideaki Iiduka
The Krasnosel'ski\uı-Mann algorithm is a well-known method for finding fixed points of a nonexpansive mapping with strong theoretical guarantees. However, there are practical large…
math.OC2026
Mini-Batch Stochastic Halpern Algorithm for Nonexpansive Fixed Point Problems
Hideaki Iiduka
The Halpern algorithm is a powerful fixed point approximation method for finding the closest point in the fixed point set of a nonexpansive mapping to the initial point. However, i…