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Guarantees for Greedy Maximization of Non-submodular Functions with Applications.

ICML, (2017)

Cited: 151|Views42
EI

Abstract

We investigate the performance of the standard Greedy algorithm for cardinality constrained maximization of non-submodular nondecreasing set functions. While there are strong theoretical guarantees on the performance of Greedy for maximizing submodular functions, there are few guarantees for non-submodular ones. However, Greedy enjoys str...More

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