Non-submodular Function Maximization subject to a Matroid Constraint, with Applications

19 Nov 2018Khashayar GatmiryManuel Gomez-Rodriguez

The standard greedy algorithm has been recently shown to enjoy approximation guarantees for constrained non-submodular nondecreasing set function maximization. While these recent results allow to better characterize the empirical success of the greedy algorithm, they are only applicable to simple cardinality constraints... (read more)

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