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A Lower Bound for the Optimization of Finite Sums

Published on Dec 05, 20151957 Views

This paper presents a lower bound for optimizing a finite sum of n functions, where each function is L-smooth and the sum is μ-strongly convex. We show that no algorithm can reach an error ϵ in minimi

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