Near-optimal bicriteria approximation algorithms with matching hardness for constrained submodular maximization, spanning cardinality, knapsack, matroid and convex-set constraints and monotone, general and symmetric objectives.
Maximizing a monotone submodular function subject to a matroid constraint
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Bicriteria Submodular Maximization
Near-optimal bicriteria approximation algorithms with matching hardness for constrained submodular maximization, spanning cardinality, knapsack, matroid and convex-set constraints and monotone, general and symmetric objectives.