In this technical report, we aim to give a simple yet detailed analysis of several various submodular maximization algorithms. We start from analyzing the classical greedy algorithm, firstly discussed by Nemhauser et al. (1978), that guarantees a tight bound for constrained maximization of monotonically submodular set functions. We then continue by… (More)


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