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In this paper we study the minimal number of translates of an arbitrary subset of a group needed to cover the group, and related notions of the efficiency of such coverings. We focus mainly on finite subsets in discrete groups, reviewing the classical results in this area, and generalizing them to a much broader context. For example, we show that while the worst-case efficiency when has elements is of order , for fixed and large, almost every -subset of any given -element group covers with close to optimal efficiency.

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