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Regularized nonmonotone submodular maximization

Regularized nonmonotone submodular maximization

In this paper, we present a thorough study of the regularized submodular maximization problem, in which the objective f:=g−ℓ can be expressed as the difference between a submodular function and a modular function. This problem has drawn much attention in recent years. While existing works focuses on the case of …